dblp: Badong Chen
https://dblp.org/pid/95/6450.html
dblp person page RSS feedTue, 05 Nov 2024 21:00:11 +0100en-USdaily1released under the CC0 1.0 licensedblp@dagstuhl.de (dblp team)dblp@dagstuhl.de (dblp team)Computers/Computer_Science/Publications/Bibliographieshttp://www.rssboard.org/rss-specificationhttps://dblp.org/img/logo.144x51.pngdblp: Badong Chenhttps://dblp.org/pid/95/6450.html14451FMLAN: A novel framework for cross-subject and cross-session EEG emotion recognition.https://doi.org/10.1016/j.bspc.2024.106912Peng Yu, Xiaopeng He, Haoyu Li, Haowen Dou, Yeyu Tan, Hao Wu, Badong Chen: FMLAN: A novel framework for cross-subject and cross-session EEG emotion recognition.Biomed. Signal Process. Control.100: 106912 (2025)]]>https://dblp.org/rec/journals/bspc/YuHLDTWC25Wed, 01 Jan 2025 00:00:00 +0100Divergence-guided disentanglement of view-common and view-unique representations for multi-view data.https://doi.org/10.1016/j.inffus.2024.102661Mingfei Lu, Qi Zhang, Badong Chen: Divergence-guided disentanglement of view-common and view-unique representations for multi-view data.Inf. Fusion114: 102661 (2025)]]>https://dblp.org/rec/journals/inffus/LuZC25Wed, 01 Jan 2025 00:00:00 +0100Measuring generalized divergence for multiple distributions with application to deep clustering.https://doi.org/10.1016/j.patcog.2024.110864Mingfei Lu, Lei Xing, Badong Chen: Measuring generalized divergence for multiple distributions with application to deep clustering.Pattern Recognit.157: 110864 (2025)]]>https://dblp.org/rec/journals/pr/LuXC25Wed, 01 Jan 2025 00:00:00 +0100Nonlinear subspace clustering by functional link neural networks.https://doi.org/10.1016/j.asoc.2024.112303Long Shi, Lei Cao, Zhongpu Chen, Yu Zhao, Badong Chen: Nonlinear subspace clustering by functional link neural networks.Appl. Soft Comput.167: 112303 (2024)]]>https://dblp.org/rec/journals/asc/ShiCCZC24Mon, 01 Jan 2024 00:00:00 +0100P-Norm Based Subband Adaptive Filtering Algorithm: Performance Analysis and Improvements.https://doi.org/10.1007/s00034-023-02516-xJianhong Ye, Yi Yu, Qiangming Cai, Tao Yu, Badong Chen: P-Norm Based Subband Adaptive Filtering Algorithm: Performance Analysis and Improvements.Circuits Syst. Signal Process.43(2): 1208-1239 (2024)]]>https://dblp.org/rec/journals/cssp/YeYCYC24Thu, 01 Feb 2024 00:00:00 +0100Motion segmentation with event camera: N-patches optical flow estimation and Pairwise Markov Random Fields.https://doi.org/10.1016/j.eswa.2024.124342Xinghua Liu, Yunan Zhao, Shiping Wen, Badong Chen, Shuzhi Sam Ge: Motion segmentation with event camera: N-patches optical flow estimation and Pairwise Markov Random Fields.Expert Syst. Appl.254: 124342 (2024)]]>https://dblp.org/rec/journals/eswa/LiuZWCG24Mon, 01 Jan 2024 00:00:00 +0100Anchor-graph regularized orthogonal concept factorization for document clustering.https://doi.org/10.1016/j.neucom.2023.127173Ben Yang, Zhiyuan Xue, Jinghan Wu, Xuetao Zhang, Feiping Nie, Badong Chen: Anchor-graph regularized orthogonal concept factorization for document clustering.Neurocomputing573: 127173 (2024)]]>https://dblp.org/rec/journals/ijon/YangXWZNC24Fri, 01 Mar 2024 00:00:00 +0100GNN-based multi-source domain prototype representation for cross-subject EEG emotion recognition.https://doi.org/10.1016/j.neucom.2024.128445Yi Guo, Chao Tang, Hao Wu, Badong Chen: GNN-based multi-source domain prototype representation for cross-subject EEG emotion recognition.Neurocomputing609: 128445 (2024)]]>https://dblp.org/rec/journals/ijon/GuoTWC24Mon, 01 Jan 2024 00:00:00 +0100Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision.https://doi.org/10.1016/j.neucom.2024.128535Shuangming Yang, Qing He, Yao Lu, Badong Chen: Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision.Neurocomputing610: 128535 (2024)]]>https://dblp.org/rec/journals/ijon/YangHLC24Mon, 01 Jan 2024 00:00:00 +0100Discrete correntropy-based multi-view anchor-graph clustering.https://doi.org/10.1016/j.inffus.2023.102097Ben Yang, Jinghan Wu, Xuetao Zhang, Xinhu Zheng, Feiping Nie, Badong Chen: Discrete correntropy-based multi-view anchor-graph clustering.Inf. Fusion103: 102097 (2024)]]>https://dblp.org/rec/journals/inffus/YangWZZNC24Fri, 01 Mar 2024 00:00:00 +0100Discovering common information in multi-view data.https://doi.org/10.1016/j.inffus.2024.102400Qi Zhang, Mingfei Lu, Shujian Yu, Jingmin Xin, Badong Chen: Discovering common information in multi-view data.Inf. Fusion108: 102400 (2024)]]>https://dblp.org/rec/journals/inffus/ZhangLYXC24Mon, 01 Jan 2024 00:00:00 +0100Robust tensor ring-based graph completion for incomplete multi-view clustering.https://doi.org/10.1016/j.inffus.2024.102501Lei Xing, Badong Chen, Changyuan Yu, Jing Qin: Robust tensor ring-based graph completion for incomplete multi-view clustering.Inf. Fusion111: 102501 (2024)]]>https://dblp.org/rec/journals/inffus/XingCYQ24Mon, 01 Jan 2024 00:00:00 +0100Enhancing Adaptability of Restoration Strategy for Distribution Network: A Meta-Based Graph Reinforcement Learning Approach.https://doi.org/10.1109/JIOT.2024.3396641Bangji Fan, Xinghua Liu, Gaoxi Xiao, Xiang Yang, Badong Chen, Peng Wang: Enhancing Adaptability of Restoration Strategy for Distribution Network: A Meta-Based Graph Reinforcement Learning Approach.IEEE Internet Things J.11(14): 25440-25453 (2024)]]>https://dblp.org/rec/journals/iotj/FanLXYCW24Mon, 01 Jul 2024 01:00:00 +0200Generalized multikernel correntropy based broad learning system for robust regression.https://doi.org/10.1016/j.ins.2024.121026Yunfei Zheng, Shiyuan Wang, Badong Chen: Generalized multikernel correntropy based broad learning system for robust regression.Inf. Sci.678: 121026 (2024)]]>https://dblp.org/rec/journals/isci/ZhengWC24Mon, 01 Jan 2024 00:00:00 +0100Fast correntropy-based multi-view clustering with prototype graph factorization.https://doi.org/10.1016/j.ins.2024.121256Ben Yang, Jinghan Wu, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen: Fast correntropy-based multi-view clustering with prototype graph factorization.Inf. Sci.681: 121256 (2024)]]>https://dblp.org/rec/journals/isci/YangWZLNC24Mon, 01 Jan 2024 00:00:00 +0100Unbiased scene graph generation via head-tail cooperative network with self-supervised learning.https://doi.org/10.1016/j.imavis.2024.105283Lei Wang, Zejian Yuan, Yao Lu, Badong Chen: Unbiased scene graph generation via head-tail cooperative network with self-supervised learning.Image Vis. Comput.151: 105283 (2024)]]>https://dblp.org/rec/journals/ivc/WangYLC24Mon, 01 Jan 2024 00:00:00 +0100Efficient correntropy-based multi-view clustering with alignment discretization.https://doi.org/10.1016/j.knosys.2024.111768Jinghan Wu, Ben Yang, Jiaying Liu, Xuetao Zhang, Zhiping Lin, Badong Chen: Efficient correntropy-based multi-view clustering with alignment discretization.Knowl. Based Syst.295: 111768 (2024)]]>https://dblp.org/rec/journals/kbs/WuYLZLC24Mon, 01 Jan 2024 00:00:00 +0100On the adversarial robustness of generative autoencoders in the latent space.https://doi.org/10.1007/s00521-024-09438-yMingfei Lu, Badong Chen: On the adversarial robustness of generative autoencoders in the latent space.Neural Comput. Appl.36(14): 8109-8123 (2024)]]>https://dblp.org/rec/journals/nca/LuC24Wed, 01 May 2024 01:00:00 +0200BPI-GNN: Interpretable brain network-based psychiatric diagnosis and subtyping.https://doi.org/10.1016/j.neuroimage.2024.120594Kaizhong Zheng, Shujian Yu, Liangjun Chen, Lujuan Dang, Badong Chen: BPI-GNN: Interpretable brain network-based psychiatric diagnosis and subtyping.NeuroImage292: 120594 (2024)]]>https://dblp.org/rec/journals/neuroimage/ZhengYCDC24Mon, 01 Jan 2024 00:00:00 +0100CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis.https://doi.org/10.1016/j.neunet.2024.106147Kaizhong Zheng, Shujian Yu, Badong Chen: CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis.Neural Networks172: 106147 (2024)]]>https://dblp.org/rec/journals/nn/ZhengYC24Mon, 01 Jan 2024 00:00:00 +0100Fast multi-view clustering via correntropy-based orthogonal concept factorization.https://doi.org/10.1016/j.neunet.2024.106170Jinghan Wu, Ben Yang, Zhiyuan Xue, Xuetao Zhang, Zhiping Lin, Badong Chen: Fast multi-view clustering via correntropy-based orthogonal concept factorization.Neural Networks173: 106170 (2024)]]>https://dblp.org/rec/journals/nn/WuYXZLC24Mon, 01 Jan 2024 00:00:00 +0100Matrix randomized autoencoder.https://doi.org/10.1016/j.patcog.2023.109992Shichen Zhang, Tianlei Wang, Jiuwen Cao, Wandong Zhang, Badong Chen: Matrix randomized autoencoder.Pattern Recognit.146: 109992 (2024)]]>https://dblp.org/rec/journals/pr/ZhangWCZC24Thu, 01 Feb 2024 00:00:00 +0100Robust spectral embedded bilateral orthogonal concept factorization for clustering.https://doi.org/10.1016/j.patcog.2024.110308Ben Yang, Jinghan Wu, Yu Zhou, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen: Robust spectral embedded bilateral orthogonal concept factorization for clustering.Pattern Recognit.150: 110308 (2024)]]>https://dblp.org/rec/journals/pr/YangWZZLNC24Mon, 01 Jan 2024 00:00:00 +0100Generalized kernel maximum correntropy criterion with variable center: Formulation and performance analysis.https://doi.org/10.1016/j.sigpro.2023.109294Xinyan Hou, Haiquan Zhao, Xiaoqiang Long, Badong Chen: Generalized kernel maximum correntropy criterion with variable center: Formulation and performance analysis.Signal Process.216: 109294 (2024)]]>https://dblp.org/rec/journals/sigpro/HouZLC24Fri, 01 Mar 2024 00:00:00 +0100Shallow Inception Domain Adaptation Network for EEG-Based Motor Imagery Classification.https://doi.org/10.1109/TCDS.2023.3279262Xiuyu Huang, Kup-Sze Choi, Nan Zhou, Yuanpeng Zhang, Badong Chen, Witold Pedrycz: Shallow Inception Domain Adaptation Network for EEG-Based Motor Imagery Classification.IEEE Trans. Cogn. Dev. Syst.16(2): 521-533 (2024)]]>https://dblp.org/rec/journals/tamd/HuangCZZCP24Mon, 01 Apr 2024 01:00:00 +0200SIBoLS: Robust and Energy-Efficient Learning for Spike-Based Machine Intelligence in Information Bottleneck Framework.https://doi.org/10.1109/TCDS.2023.3329532Shuangming Yang, Haowen Wang, Badong Chen: SIBoLS: Robust and Energy-Efficient Learning for Spike-Based Machine Intelligence in Information Bottleneck Framework.IEEE Trans. Cogn. Dev. Syst.16(5): 1664-1676 (2024)]]>https://dblp.org/rec/journals/tamd/YangWC24Tue, 01 Oct 2024 01:00:00 +0200IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction.https://doi.org/10.1109/TCYB.2024.3359237Jing Yang, Yuehai Chen, Shaoyi Du, Badong Chen, José C. Príncipe: IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction.IEEE Trans. Cybern.54(7): 3904-3917 (2024)]]>https://dblp.org/rec/journals/tcyb/YangCDCP24Mon, 01 Jul 2024 01:00:00 +0200Differential Equation-Informed Neural Networks for State-of-Charge Estimation.https://doi.org/10.1109/TIM.2023.3334377Lujuan Dang, Jinjie Yang, Meiqin Liu, Badong Chen: Differential Equation-Informed Neural Networks for State-of-Charge Estimation.IEEE Trans. Instrum. Meas.73: 1-15 (2024)]]>https://dblp.org/rec/journals/tim/DangYLC24Mon, 01 Jan 2024 00:00:00 +0100Photovoltaic Panel Defect Detection via Multiscale Siamese Convolutional Fusion Network With Information Bottleneck Theory.https://doi.org/10.1109/TIM.2024.3449941Wentao Ma, Bin Chen, Bo Wang, Badong Chen: Photovoltaic Panel Defect Detection via Multiscale Siamese Convolutional Fusion Network With Information Bottleneck Theory.IEEE Trans. Instrum. Meas.73: 1-15 (2024)]]>https://dblp.org/rec/journals/tim/MaCWC24Mon, 01 Jan 2024 00:00:00 +0100Open-Set Recognition of Screen Defects With Negative-Guided Augmented Prototype Generator and Open Feature Generation.https://doi.org/10.1109/TIM.2024.3394484Chaofan Zhou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen: Open-Set Recognition of Screen Defects With Negative-Guided Augmented Prototype Generator and Open Feature Generation.IEEE Trans. Instrum. Meas.73: 1-17 (2024)]]>https://dblp.org/rec/journals/tim/ZhouLZWC24Mon, 01 Jan 2024 00:00:00 +0100Learning Discriminative Features for Crowd Counting.https://doi.org/10.1109/TIP.2024.3408609Yuehai Chen, Qingzhong Wang, Jing Yang, Badong Chen, Haoyi Xiong, Shaoyi Du: Learning Discriminative Features for Crowd Counting.IEEE Trans. Image Process.33: 3749-3764 (2024)]]>https://dblp.org/rec/journals/tip/ChenWYCXD24Mon, 01 Jan 2024 00:00:00 +0100Classification of Three Anesthesia Stages Based on Near-Infrared Spectroscopy Signals.https://doi.org/10.1109/JBHI.2024.3409163Zhian Liu, Lichengxi Si, Shaoxian Shi, Jing Li, Jing Zhu, Won Hee Lee, Sio-Long Lo, Xiangguo Yan, Badong Chen, Feng Fu, Yang Zheng, Gang Wang: Classification of Three Anesthesia Stages Based on Near-Infrared Spectroscopy Signals.IEEE J. Biomed. Health Informatics28(9): 5270-5279 (2024)]]>https://dblp.org/rec/journals/titb/LiuSSLZLLYCFZW24Sun, 01 Sep 2024 01:00:00 +0200Incomplete Multi-View Clustering via Correntropy and Complement Consensus Learning.https://doi.org/10.1109/TMM.2024.3374570Lei Xing, Yawen Song, Badong Chen, Changyuan Yu, Jing Qin: Incomplete Multi-View Clustering via Correntropy and Complement Consensus Learning.IEEE Trans. Multim.26: 8063-8076 (2024)]]>https://dblp.org/rec/journals/tmm/XingSCYQ24Mon, 01 Jan 2024 00:00:00 +0100Error Loss Networks.https://doi.org/10.1109/TNNLS.2022.3202989Badong Chen, Yunfei Zheng, Pengju Ren: Error Loss Networks.IEEE Trans. Neural Networks Learn. Syst.35(4): 5256-5268 (2024)]]>https://dblp.org/rec/journals/tnn/ChenZR24Mon, 01 Apr 2024 01:00:00 +0200Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks.https://doi.org/10.1109/TNNLS.2023.3238519Cunbo Li, Peiyang Li, Yangsong Zhang, Ning Li, Yajing Si, Fali Li, Zehong Cao, Huafu Chen, Badong Chen, Dezhong Yao, Peng Xu: Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks.IEEE Trans. Neural Networks Learn. Syst.35(8): 10258-10272 (2024)]]>https://dblp.org/rec/journals/tnn/LiLZLSLCCCYX24Thu, 01 Aug 2024 01:00:00 +0200Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation.https://doi.org/10.1609/aaai.v38i2.27830Shuanghao Bai, Min Zhang, Wanqi Zhou, Siteng Huang, Zhirong Luan, Donglin Wang, Badong Chen: Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation.AAAI2024: 729-737]]>https://dblp.org/rec/conf/aaai/BaiZZHLWC24Mon, 01 Jan 2024 00:00:00 +0100Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement.https://doi.org/10.1109/CVPR52733.2024.01664Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen: Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement.CVPR2024: 17574-17583]]>https://dblp.org/rec/conf/cvpr/HouLZ0C24Mon, 01 Jan 2024 00:00:00 +0100Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation.https://doi.org/10.1007/978-3-031-73007-8_7Lei Wang, Zejian Yuan, Badong Chen: Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation.ECCV (82)2024: 105-121]]>https://dblp.org/rec/conf/eccv/WangYC24Mon, 01 Jan 2024 00:00:00 +0100EEG Emotion Recognition Based on Dynamical Graph Attention Network.https://doi.org/10.1109/ICASSP48485.2024.10447925Yi Guo, Chao Tang, Hao Wu, Badong Chen: EEG Emotion Recognition Based on Dynamical Graph Attention Network.ICASSP2024: 1921-1925]]>https://dblp.org/rec/conf/icassp/GuoTWC24Mon, 01 Jan 2024 00:00:00 +0100Predicting RTMS Treatment Effects Using Open-Loop Control and Neural Manifold.https://doi.org/10.1109/ICASSP48485.2024.10448375Hongyu Shi, Kaizhong Zheng, Huaning Wang, Baojuan Li, Badong Chen: Predicting RTMS Treatment Effects Using Open-Loop Control and Neural Manifold.ICASSP2024: 2285-2289]]>https://dblp.org/rec/conf/icassp/ShiZWLC24Mon, 01 Jan 2024 00:00:00 +0100Improving Cross-Domain Few-Shot Classification with Multilayer Perceptron.https://doi.org/10.1109/ICASSP48485.2024.10447065Shuanghao Bai, Wanqi Zhou, Zhirong Luan, Donglin Wang, Badong Chen: Improving Cross-Domain Few-Shot Classification with Multilayer Perceptron.ICASSP2024: 5250-5254]]>https://dblp.org/rec/conf/icassp/BaiZLWC24Mon, 01 Jan 2024 00:00:00 +0100A Reconstruction-Based Feature Adaptation for Anomaly Detection with Self-Supervised Multi-Scale Aggregation.https://doi.org/10.1109/ICASSP48485.2024.10446766Zuo Zuo, Zongze Wu, Badong Chen, Xiaopin Zhong: A Reconstruction-Based Feature Adaptation for Anomaly Detection with Self-Supervised Multi-Scale Aggregation.ICASSP2024: 5840-5844]]>https://dblp.org/rec/conf/icassp/Zuo0CZ24Mon, 01 Jan 2024 00:00:00 +0100Byzantine Robust Aggregation in Federated Distillation with Adversaries.https://doi.org/10.1109/ICDCS60910.2024.00086Wenrui Li, Hanlin Gu, Sheng Wan, Zhirong Luan, Wei Xi, Lixin Fan, Qiang Yang, Badong Chen: Byzantine Robust Aggregation in Federated Distillation with Adversaries.ICDCS2024: 881-890]]>https://dblp.org/rec/conf/icdcs/LiGWLXFYC24Mon, 01 Jan 2024 00:00:00 +0100Jacobian Regularizer-based Neural Granger Causality.https://openreview.net/forum?id=FG5hjRBtpmWanqi Zhou, Shuanghao Bai, Shujian Yu, Qibin Zhao, Badong Chen: Jacobian Regularizer-based Neural Granger Causality.ICML2024]]>https://dblp.org/rec/conf/icml/ZhouBYZC24Mon, 01 Jan 2024 00:00:00 +0100EEG Emotion Recognition Based on Dynamic Graph Neural Networks.https://doi.org/10.1109/ISCAS58744.2024.10558424Yi Guo, Chao Tang, Hao Wu, Badong Chen: EEG Emotion Recognition Based on Dynamic Graph Neural Networks.ISCAS2024: 1-5]]>https://dblp.org/rec/conf/iscas/GuoT0C24Mon, 01 Jan 2024 00:00:00 +0100Nonlinear subspace clustering by functional link neural networks.https://doi.org/10.48550/arXiv.2402.02051Long Shi, Lei Cao, Zhongpu Chen, Badong Chen, Yu Zhao: Nonlinear subspace clustering by functional link neural networks.CoRRabs/2402.02051 (2024)]]>https://dblp.org/rec/journals/corr/abs-2402-02051Mon, 01 Jan 2024 00:00:00 +0100Automatic Robotic Development through Collaborative Framework by Large Language Models.https://doi.org/10.48550/arXiv.2402.03699Zhirong Luan, Yujun Lai, Rundong Huang, Xiaruiqi Lan, Liangjun Chen, Badong Chen: Automatic Robotic Development through Collaborative Framework by Large Language Models.CoRRabs/2402.03699 (2024)]]>https://dblp.org/rec/journals/corr/abs-2402-03699Mon, 01 Jan 2024 00:00:00 +0100Hierarchical Large Language Models in Cloud Edge End Architecture for Heterogeneous Robot Cluster Control.https://doi.org/10.48550/arXiv.2402.03703Zhirong Luan, Yujun Lai, Rundong Huang, Yan Yan, Jingwei Wang, Jizhou Lu, Badong Chen: Hierarchical Large Language Models in Cloud Edge End Architecture for Heterogeneous Robot Cluster Control.CoRRabs/2402.03703 (2024)]]>https://dblp.org/rec/journals/corr/abs-2402-03703Mon, 01 Jan 2024 00:00:00 +0100Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement.https://doi.org/10.48550/arXiv.2403.16131Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen: Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement.CoRRabs/2403.16131 (2024)]]>https://dblp.org/rec/journals/corr/abs-2403-16131Mon, 01 Jan 2024 00:00:00 +0100Tensor-based Graph Learning with Consistency and Specificity for Multi-view Clustering.https://doi.org/10.48550/arXiv.2403.18393Long Shi, Lei Cao, Yunshan Ye, Yu Zhao, Badong Chen: Tensor-based Graph Learning with Consistency and Specificity for Multi-view Clustering.CoRRabs/2403.18393 (2024)]]>https://dblp.org/rec/journals/corr/abs-2403-18393Mon, 01 Jan 2024 00:00:00 +0100Sparse Bayesian Correntropy Learning for Robust Muscle Activity Reconstruction from Noisy Brain Recordings.https://doi.org/10.48550/arXiv.2404.15309Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike, Okito Yamashita: Sparse Bayesian Correntropy Learning for Robust Muscle Activity Reconstruction from Noisy Brain Recordings.CoRRabs/2404.15309 (2024)]]>https://dblp.org/rec/journals/corr/abs-2404-15309Mon, 01 Jan 2024 00:00:00 +0100Soft Prompt Generation for Domain Generalization.https://doi.org/10.48550/arXiv.2404.19286Shuanghao Bai, Yuedi Zhang, Wanqi Zhou, Zhirong Luan, Badong Chen: Soft Prompt Generation for Domain Generalization.CoRRabs/2404.19286 (2024)]]>https://dblp.org/rec/journals/corr/abs-2404-19286Mon, 01 Jan 2024 00:00:00 +0100Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective.https://doi.org/10.48550/arXiv.2404.19287Wanqi Zhou, Shuanghao Bai, Qibin Zhao, Badong Chen: Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective.CoRRabs/2404.19287 (2024)]]>https://dblp.org/rec/journals/corr/abs-2404-19287Mon, 01 Jan 2024 00:00:00 +0100Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications.https://doi.org/10.48550/arXiv.2405.04061Mingfei Lu, Shujian Yu, Robert Jenssen, Badong Chen: Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications.CoRRabs/2405.04061 (2024)]]>https://dblp.org/rec/journals/corr/abs-2405-04061Mon, 01 Jan 2024 00:00:00 +0100Jacobian Regularizer-based Neural Granger Causality.https://doi.org/10.48550/arXiv.2405.08779Wanqi Zhou, Shuanghao Bai, Shujian Yu, Qibin Zhao, Badong Chen: Jacobian Regularizer-based Neural Granger Causality.CoRRabs/2405.08779 (2024)]]>https://dblp.org/rec/journals/corr/abs-2405-08779Mon, 01 Jan 2024 00:00:00 +0100Discovering Common Information in Multi-view Data.https://doi.org/10.48550/arXiv.2406.15043Qi Zhang, Mingfei Lu, Shujian Yu, Jingmin Xin, Badong Chen: Discovering Common Information in Multi-view Data.CoRRabs/2406.15043 (2024)]]>https://dblp.org/rec/journals/corr/abs-2406-15043Mon, 01 Jan 2024 00:00:00 +0100Relation DETR: Exploring Explicit Position Relation Prior for Object Detection.https://doi.org/10.48550/arXiv.2407.11699Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen, Xuguang Lan: Relation DETR: Exploring Explicit Position Relation Prior for Object Detection.CoRRabs/2407.11699 (2024)]]>https://dblp.org/rec/journals/corr/abs-2407-11699Mon, 01 Jan 2024 00:00:00 +0100RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation.https://doi.org/10.48550/arXiv.2408.07331Junyu Chen, Long Shi, Badong Chen: RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation.CoRRabs/2408.07331 (2024)]]>https://dblp.org/rec/journals/corr/abs-2408-07331Mon, 01 Jan 2024 00:00:00 +0100Correntropy-Based Improper Likelihood Model for Robust Electrophysiological Source Imaging.https://doi.org/10.48550/arXiv.2408.14843Yuanhao Li, Badong Chen, Zhongxu Hu, Keita Suzuki, Wenjun Bai, Yasuharu Koike, Okito Yamashita: Correntropy-Based Improper Likelihood Model for Robust Electrophysiological Source Imaging.CoRRabs/2408.14843 (2024)]]>https://dblp.org/rec/journals/corr/abs-2408-14843Mon, 01 Jan 2024 00:00:00 +0100PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization.https://doi.org/10.48550/arXiv.2409.14163Haoran Zhang, Shuanghao Bai, Wanqi Zhou, Jingwen Fu, Badong Chen: PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization.CoRRabs/2409.14163 (2024)]]>https://dblp.org/rec/journals/corr/abs-2409-14163Mon, 01 Jan 2024 00:00:00 +0100Robust one-class classification with support vector data description and mixed exponential loss function.https://doi.org/10.1016/j.engappai.2023.106153Yunfei Zheng, Shiyuan Wang, Badong Chen: Robust one-class classification with support vector data description and mixed exponential loss function.Eng. Appl. Artif. Intell.122: 106153 (2023)]]>https://dblp.org/rec/journals/eaai/ZhengWC23Sun, 01 Jan 2023 00:00:00 +0100Distributed optimization for consensus performance of delayed fractional-order double-integrator multi-agent systems.https://doi.org/10.1016/j.neucom.2022.12.005Jun Liu, Nan Zhou, Kaiyu Qin, Badong Chen, Yonghong Wu, Kup-Sze Choi: Distributed optimization for consensus performance of delayed fractional-order double-integrator multi-agent systems.Neurocomputing522: 105-115 (2023)]]>https://dblp.org/rec/journals/ijon/LiuZQCWC23Sun, 01 Jan 2023 00:00:00 +0100Robust anchor-based multi-view clustering via spectral embedded concept factorization.https://doi.org/10.1016/j.neucom.2023.01.028Ben Yang, Jinghan Wu, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen: Robust anchor-based multi-view clustering via spectral embedded concept factorization.Neurocomputing528: 136-147 (2023)]]>https://dblp.org/rec/journals/ijon/YangWZLNC23Sat, 01 Apr 2023 01:00:00 +0200Event-triggered consensus control based on maximum correntropy criterion for discrete-time multi-agent systems.https://doi.org/10.1016/j.neucom.2023.126323Jun Liu, Guobin Yang, Nan Zhou, Kaiyu Qin, Badong Chen, Yonghong Wu, Kup-Sze Choi: Event-triggered consensus control based on maximum correntropy criterion for discrete-time multi-agent systems.Neurocomputing545: 126323 (2023)]]>https://dblp.org/rec/journals/ijon/0046Y0QCWC23Sun, 01 Jan 2023 00:00:00 +0100Multikernel correntropy based robust least squares one-class support vector machine.https://doi.org/10.1016/j.neucom.2023.126324Yunfei Zheng, Shiyuan Wang, Badong Chen: Multikernel correntropy based robust least squares one-class support vector machine.Neurocomputing545: 126324 (2023)]]>https://dblp.org/rec/journals/ijon/ZhengWC23Sun, 01 Jan 2023 00:00:00 +0100Special issue on smart healthcare: artificial intelligence in biomedicine.https://doi.org/10.1007/s12652-023-04701-xNan Liu, Badong Chen, José C. Príncipe: Special issue on smart healthcare: artificial intelligence in biomedicine.J. Ambient Intell. Humaniz. Comput.14(11): 15427 (2023)]]>https://dblp.org/rec/journals/jaihc/LiuCP23Sun, 01 Jan 2023 00:00:00 +0100Personalized gait trajectory generation based on anthropometric features using Random Forest.https://doi.org/10.1007/s12652-019-01390-3Shixin Ren, Weiqun Wang, Zeng-Guang Hou, Badong Chen, Xu Liang, Jiaxing Wang, Liang Peng: Personalized gait trajectory generation based on anthropometric features using Random Forest.J. Ambient Intell. Humaniz. Comput.14(12): 15597-15608 (2023)]]>https://dblp.org/rec/journals/jaihc/RenWHCLWP23Fri, 01 Dec 2023 00:00:00 +0100A graph-based two-stage classification network for mobile screen defect inspection.https://doi.org/10.1631/FITEE.2200524Chaofan Zhou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen: A graph-based two-stage classification network for mobile screen defect inspection.Frontiers Inf. Technol. Electron. Eng.24(2): 203-216 (2023)]]>https://dblp.org/rec/journals/jzusc/ZhouLZWC23Wed, 01 Feb 2023 00:00:00 +0100Mixture correntropy based robust multi-view K-means clustering.https://doi.org/10.1016/j.knosys.2022.110231Lei Xing, Haiquan Zhao, Zhiping Lin, Badong Chen: Mixture correntropy based robust multi-view K-means clustering.Knowl. Based Syst.262: 110231 (2023)]]>https://dblp.org/rec/journals/kbs/XingZLC23Wed, 01 Feb 2023 00:00:00 +0100Quantized minimum error entropy with fiducial points for robust regression.https://doi.org/10.1016/j.neunet.2023.09.034Yunfei Zheng, Shiyuan Wang, Badong Chen: Quantized minimum error entropy with fiducial points for robust regression.Neural Networks168: 405-418 (2023)]]>https://dblp.org/rec/journals/nn/ZhengWC23Wed, 01 Nov 2023 00:00:00 +0100Identification of Hammerstein Systems with Random Fourier Features and Kernel Risk Sensitive Loss.https://doi.org/10.1007/s11063-023-11191-7Yunfei Zheng, Shiyuan Wang, Badong Chen: Identification of Hammerstein Systems with Random Fourier Features and Kernel Risk Sensitive Loss.Neural Process. Lett.55(7): 9041-9063 (2023)]]>https://dblp.org/rec/journals/npl/ZhengWC23Fri, 01 Dec 2023 00:00:00 +0100Hypergraph based semi-supervised symmetric nonnegative matrix factorization for image clustering.https://doi.org/10.1016/j.patcog.2022.109274Jingxing Yin, Siyuan Peng, Zhijing Yang, Badong Chen, Zhiping Lin: Hypergraph based semi-supervised symmetric nonnegative matrix factorization for image clustering.Pattern Recognit.137: 109274 (2023)]]>https://dblp.org/rec/journals/pr/YinPYCL23Mon, 01 May 2023 01:00:00 +0200CANet: Contextual Information and Spatial Attention Based Network for Detecting Small Defects in Manufacturing Industry.https://doi.org/10.1016/j.patcog.2023.109558Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen: CANet: Contextual Information and Spatial Attention Based Network for Detecting Small Defects in Manufacturing Industry.Pattern Recognit.140: 109558 (2023)]]>https://dblp.org/rec/journals/pr/HouLZWC23Tue, 01 Aug 2023 01:00:00 +0200Multi-scale attention and dilation network for small defect detection.https://doi.org/10.1016/j.patrec.2023.06.010Xinyuan Xiang, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen: Multi-scale attention and dilation network for small defect detection.Pattern Recognit. Lett.172: 82-88 (2023)]]>https://dblp.org/rec/journals/prl/XiangLZWC23Tue, 01 Aug 2023 01:00:00 +0200Robust kernel adaptive filtering for nonlinear time series prediction.https://doi.org/10.1016/j.sigpro.2023.109090Long Shi, Jinghua Tan, Jun Wang, Qing Li, Lu Lu, Badong Chen: Robust kernel adaptive filtering for nonlinear time series prediction.Signal Process.210: 109090 (2023)]]>https://dblp.org/rec/journals/sigpro/ShiT000C23Sun, 01 Jan 2023 00:00:00 +0100An Efficient Parameter Optimization of Maximum Correntropy Criterion.https://doi.org/10.1109/LSP.2023.3273174Long Shi, Lu Shen, Badong Chen: An Efficient Parameter Optimization of Maximum Correntropy Criterion.IEEE Signal Process. Lett.30: 538-542 (2023)]]>https://dblp.org/rec/journals/spl/ShiSC23Sun, 01 Jan 2023 00:00:00 +0100Correntropy-Based Logistic Regression With Automatic Relevance Determination for Robust Sparse Brain Activity Decoding.https://doi.org/10.1109/TBME.2023.3246599Yuanhao Li, Badong Chen, Yuxi Shi, Natsue Yoshimura, Yasuharu Koike: Correntropy-Based Logistic Regression With Automatic Relevance Determination for Robust Sparse Brain Activity Decoding.IEEE Trans. Biomed. Eng.70(8): 2416-2429 (2023)]]>https://dblp.org/rec/journals/tbe/LiCSYK23Tue, 01 Aug 2023 01:00:00 +0200Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation.https://doi.org/10.1109/TCSVT.2022.3208714Yuehai Chen, Jing Yang, Badong Chen, Shaoyi Du: Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation.IEEE Trans. Circuits Syst. Video Technol.33(3): 1055-1068 (2023)]]>https://dblp.org/rec/journals/tcsv/ChenYCD23Wed, 01 Mar 2023 00:00:00 +0100Multiview Clustering via Hypergraph Induced Semi-Supervised Symmetric Nonnegative Matrix Factorization.https://doi.org/10.1109/TCSVT.2023.3258926Siyuan Peng, Jingxing Yin, Zhijing Yang, Badong Chen, Zhiping Lin: Multiview Clustering via Hypergraph Induced Semi-Supervised Symmetric Nonnegative Matrix Factorization.IEEE Trans. Circuits Syst. Video Technol.33(10): 5510-5524 (2023)]]>https://dblp.org/rec/journals/tcsv/PengYYCL23Sun, 01 Oct 2023 01:00:00 +0200Partial Discharge Location Algorithm Based on Total Least-Squares With Matérn Kernel in Cable Systems.https://doi.org/10.1109/TII.2022.3153835Lu Lu, Kai Zhou, Guangya Zhu, Xiaomin Yang, Badong Chen: Partial Discharge Location Algorithm Based on Total Least-Squares With Matérn Kernel in Cable Systems.IEEE Trans. Ind. Informatics19(3): 2421-2431 (2023)]]>https://dblp.org/rec/journals/tii/LuZZYC23Wed, 01 Mar 2023 00:00:00 +0100Cubic B-Spline-Based Feature Tracking for Visual-Inertial Odometry With Event Camera.https://doi.org/10.1109/TIM.2023.3325508Xinghua Liu, Hanjun Xue, Xiang Gao, Han Liu, Badong Chen, Shuzhi Sam Ge: Cubic B-Spline-Based Feature Tracking for Visual-Inertial Odometry With Event Camera.IEEE Trans. Instrum. Meas.72: 1-15 (2023)]]>https://dblp.org/rec/journals/tim/LiuXGLCG23Sun, 01 Jan 2023 00:00:00 +0100Robust Dynamic State Estimation for DFIG via the Generalized Maximum Correntropy Criterion Ensemble Kalman Filter.https://doi.org/10.1109/TIM.2023.3328095Wentao Ma, Chenyu Wang, Lujuan Dang, Xinyu Zhang, Badong Chen: Robust Dynamic State Estimation for DFIG via the Generalized Maximum Correntropy Criterion Ensemble Kalman Filter.IEEE Trans. Instrum. Meas.72: 1-13 (2023)]]>https://dblp.org/rec/journals/tim/MaWDZC23Sun, 01 Jan 2023 00:00:00 +0100Few-Shot Classification of Screen Defects With Class-Agnostic Mask and Context-Based Classifier.https://doi.org/10.1109/TIM.2023.3280532Chaofan Zhou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen: Few-Shot Classification of Screen Defects With Class-Agnostic Mask and Context-Based Classifier.IEEE Trans. Instrum. Meas.72: 1-16 (2023)]]>https://dblp.org/rec/journals/tim/ZhouLZWC23Sun, 01 Jan 2023 00:00:00 +0100Tolerating Annotation Displacement in Dense Object Counting via Point Annotation Probability Map.https://doi.org/10.1109/TIP.2023.3331908Yuehai Chen, Jing Yang, Badong Chen, Shaoyi Du, Gang Hua: Tolerating Annotation Displacement in Dense Object Counting via Point Annotation Probability Map.IEEE Trans. Image Process.32: 6359-6372 (2023)]]>https://dblp.org/rec/journals/tip/ChenYCDH23Sun, 01 Jan 2023 00:00:00 +0100ECCA: Efficient Correntropy-Based Clustering Algorithm With Orthogonal Concept Factorization.https://doi.org/10.1109/TNNLS.2022.3142806Ben Yang, Xuetao Zhang, Feiping Nie, Badong Chen, Fei Wang, Zhixiong Nan, Nanning Zheng: ECCA: Efficient Correntropy-Based Clustering Algorithm With Orthogonal Concept Factorization.IEEE Trans. Neural Networks Learn. Syst.34(10): 7377-7390 (2023)]]>https://dblp.org/rec/journals/tnn/YangZNCWNZ23Sun, 01 Oct 2023 01:00:00 +0200Correntropy-Based Low-Rank Matrix Factorization With Constraint Graph Learning for Image Clustering.https://doi.org/10.1109/TNNLS.2022.3166931Nan Zhou, Kup-Sze Choi, Badong Chen, Yuanhua Du, Jun Liu, Yangyang Xu: Correntropy-Based Low-Rank Matrix Factorization With Constraint Graph Learning for Image Clustering.IEEE Trans. Neural Networks Learn. Syst.34(12): 10433-10446 (2023)]]>https://dblp.org/rec/journals/tnn/ZhouCCDLX23Fri, 01 Dec 2023 00:00:00 +0100SNIB: Improving Spike-Based Machine Learning Using Nonlinear Information Bottleneck.https://doi.org/10.1109/TSMC.2023.3300318Shuangming Yang, Badong Chen: SNIB: Improving Spike-Based Machine Learning Using Nonlinear Information Bottleneck.IEEE Trans. Syst. Man Cybern. Syst.53(12): 7852-7863 (2023)]]>https://dblp.org/rec/journals/tsmc/YangC23Fri, 01 Dec 2023 00:00:00 +0100Learning to Generate an Unbiased Scene Graph by Using Attribute-Guided Predicate Features.https://doi.org/10.1609/aaai.v37i2.25356Lei Wang, Zejian Yuan, Badong Chen: Learning to Generate an Unbiased Scene Graph by Using Attribute-Guided Predicate Features.AAAI2023: 2581-2589]]>https://dblp.org/rec/conf/aaai/WangYC23Sun, 01 Jan 2023 00:00:00 +0100Towards a More Stable and General Subgraph Information Bottleneck.https://doi.org/10.1109/ICASSP49357.2023.10094812Hongzhi Liu, Kaizhong Zheng, Shujian Yu, Badong Chen: Towards a More Stable and General Subgraph Information Bottleneck.ICASSP2023: 1-5]]>https://dblp.org/rec/conf/icassp/LiuZYC23Sun, 01 Jan 2023 00:00:00 +0100Sequential Invariant Information Bottleneck.https://doi.org/10.1109/ICASSP49357.2023.10094563Yichen Zhang, Shujian Yu, Badong Chen: Sequential Invariant Information Bottleneck.ICASSP2023: 1-5]]>https://dblp.org/rec/conf/icassp/ZhangYC23Sun, 01 Jan 2023 00:00:00 +0100Identification of Predictive Subnetwork for Brain Network-Based Psychiatric Diagnosis: An Information-Theoretic Perspective.https://doi.org/10.1109/ICASSPW59220.2023.10193344Kaizhong Zheng, Shujian Yu, Badong Chen: Identification of Predictive Subnetwork for Brain Network-Based Psychiatric Diagnosis: An Information-Theoretic Perspective.ICASSP Workshops2023: 1-5]]>https://dblp.org/rec/conf/icassp/ZhengYC23Sun, 01 Jan 2023 00:00:00 +0100Adaptive sparseness for correntropy-based robust regression via automatic relevance determination.https://doi.org/10.1109/IJCNN54540.2023.10191293Yuanhao Li, Badong Chen, Okito Yamashita, Natsue Yoshimura, Yasuharu Koike: Adaptive sparseness for correntropy-based robust regression via automatic relevance determination.IJCNN2023: 1-8]]>https://dblp.org/rec/conf/ijcnn/LiCYYK23Sun, 01 Jan 2023 00:00:00 +0100Hierarchical Large Language Models in Cloud-Edge-End Architecture for Heterogeneous Robot Cluster Control.https://doi.org/10.1145/3640771.3643717Zhirong Luan, Yujun Lai, Rundong Huang, Yan Yan, Jingwei Wang, Jizhou Lu, Badong Chen: Hierarchical Large Language Models in Cloud-Edge-End Architecture for Heterogeneous Robot Cluster Control.ISCAI2023: 102-105]]>https://dblp.org/rec/conf/iscai/LuanLHYWLC23Sun, 01 Jan 2023 00:00:00 +0100DynBrainGNN: Towards Spatio-Temporal Interpretable Graph Neural Network Based on Dynamic Brain Connectome for Psychiatric Diagnosis.https://doi.org/10.1007/978-3-031-45676-3_17Kaizhong Zheng, Bin Ma, Badong Chen: DynBrainGNN: Towards Spatio-Temporal Interpretable Graph Neural Network Based on Dynamic Brain Connectome for Psychiatric Diagnosis.MLMI@MICCAI (2)2023: 164-173]]>https://dblp.org/rec/conf/mlmi-ws/ZhengMC23Sun, 01 Jan 2023 00:00:00 +0100Optimal Subband Adaptive Filtering Algorithm Over Functional Link Neural Network.https://doi.org/10.1109/MLSP55844.2023.10285919Jianhong Ye, Yi Yu, Badong Chen, Zongsheng Zheng: Optimal Subband Adaptive Filtering Algorithm Over Functional Link Neural Network.MLSP2023: 1-6]]>https://dblp.org/rec/conf/mlsp/YeYCZ23Sun, 01 Jan 2023 00:00:00 +0100CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis.https://doi.org/10.48550/arXiv.2301.01642Kaizhong Zheng, Shujian Yu, Badong Chen: CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis.CoRRabs/2301.01642 (2023)]]>https://dblp.org/rec/journals/corr/abs-2301-01642Sun, 01 Jan 2023 00:00:00 +0100Adaptive sparseness for correntropy-based robust regression via automatic relevance determination.https://doi.org/10.48550/arXiv.2302.00082Yuanhao Li, Badong Chen, Okito Yamashita, Natsue Yoshimura, Yasuharu Koike: Adaptive sparseness for correntropy-based robust regression via automatic relevance determination.CoRRabs/2302.00082 (2023)]]>https://dblp.org/rec/journals/corr/abs-2302-00082Sun, 01 Jan 2023 00:00:00 +0100Gate Recurrent Unit Network based on Hilbert-Schmidt Independence Criterion for State-of-Health Estimation.https://doi.org/10.48550/arXiv.2303.09497Ziyue Huang, Lujuan Dang, Yuqing Xie, Wentao Ma, Badong Chen: Gate Recurrent Unit Network based on Hilbert-Schmidt Independence Criterion for State-of-Health Estimation.CoRRabs/2303.09497 (2023)]]>https://dblp.org/rec/journals/corr/abs-2303-09497Sun, 01 Jan 2023 00:00:00 +0100On the Adversarial Robustness of Generative Autoencoders in the Latent Space.https://doi.org/10.48550/arXiv.2307.02202Mingfei Lu, Badong Chen: On the Adversarial Robustness of Generative Autoencoders in the Latent Space.CoRRabs/2307.02202 (2023)]]>https://dblp.org/rec/journals/corr/abs-2307-02202Sun, 01 Jan 2023 00:00:00 +0100Head-Tail Cooperative Learning Network for Unbiased Scene Graph Generation.https://doi.org/10.48550/arXiv.2308.12048Lei Wang, Zejian Yuan, Yao Lu, Badong Chen: Head-Tail Cooperative Learning Network for Unbiased Scene Graph Generation.CoRRabs/2308.12048 (2023)]]>https://dblp.org/rec/journals/corr/abs-2308-12048Sun, 01 Jan 2023 00:00:00 +0100Prompt-based Distribution Alignment for Unsupervised Domain Adaptation.https://doi.org/10.48550/arXiv.2312.09553Shuanghao Bai, Min Zhang, Wanqi Zhou, Siteng Huang, Zhirong Luan, Donglin Wang, Badong Chen: Prompt-based Distribution Alignment for Unsupervised Domain Adaptation.CoRRabs/2312.09553 (2023)]]>https://dblp.org/rec/journals/corr/abs-2312-09553Sun, 01 Jan 2023 00:00:00 +0100Improving Cross-domain Few-shot Classification with Multilayer Perceptron.https://doi.org/10.48550/arXiv.2312.09589Shuanghao Bai, Wanqi Zhou, Zhirong Luan, Donglin Wang, Badong Chen: Improving Cross-domain Few-shot Classification with Multilayer Perceptron.CoRRabs/2312.09589 (2023)]]>https://dblp.org/rec/journals/corr/abs-2312-09589Sun, 01 Jan 2023 00:00:00 +0100Enhanced Latent Multi-view Subspace Clustering.https://doi.org/10.48550/arXiv.2312.14763Long Shi, Lei Cao, Jun Wang, Badong Chen: Enhanced Latent Multi-view Subspace Clustering.CoRRabs/2312.14763 (2023)]]>https://dblp.org/rec/journals/corr/abs-2312-14763Sun, 01 Jan 2023 00:00:00 +0100Robust stable iterated unscented Kalman filter based on maximum correntropy criterion.https://doi.org/10.1016/j.automatica.2022.110410Haiquan Zhao, Boyu Tian, Badong Chen: Robust stable iterated unscented Kalman filter based on maximum correntropy criterion.Autom.142: 110410 (2022)]]>https://dblp.org/rec/journals/automatica/ZhaoTC22Sat, 01 Jan 2022 00:00:00 +0100Complementary mean square deviation and stability analyses of the widely linear recursive least squares algorithm.https://doi.org/10.1016/j.dsp.2021.103357Long Shi, Lu Shen, Badong Chen: Complementary mean square deviation and stability analyses of the widely linear recursive least squares algorithm.Digit. Signal Process.122: 103357 (2022)]]>https://dblp.org/rec/journals/dsp/ShiSC22Sat, 01 Jan 2022 00:00:00 +0100Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion.https://doi.org/10.3390/e24040455Shuangming Yang, Jiangtong Tan, Badong Chen: Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion.Entropy24(4): 455 (2022)]]>https://dblp.org/rec/journals/entropy/YangTC22Sat, 01 Jan 2022 00:00:00 +0100An Adaptive Rapidly-Exploring Random Tree.https://doi.org/10.1109/JAS.2021.1004252Binghui Li, Badong Chen: An Adaptive Rapidly-Exploring Random Tree.IEEE CAA J. Autom. Sinica9(2): 283-294 (2022)]]>https://dblp.org/rec/journals/ieeejas/LiC22Sat, 01 Jan 2022 00:00:00 +0100Cubature Kalman Filter Under Minimum Error Entropy With Fiducial Points for INS/GPS Integration.https://doi.org/10.1109/JAS.2021.1004350Lujuan Dang, Badong Chen, Yulong Huang, Yonggang Zhang, Haiquan Zhao: Cubature Kalman Filter Under Minimum Error Entropy With Fiducial Points for INS/GPS Integration.IEEE CAA J. Autom. Sinica9(3): 450-465 (2022)]]>https://dblp.org/rec/journals/ieeejas/DangCHZZ22Sat, 01 Jan 2022 00:00:00 +0100Robust strong tracking unscented Kalman filter for non-linear systems with unknown inputs.https://doi.org/10.1049/sil2.12098Xinghua Liu, Jianwei Guan, Rui Jiang, Xiang Gao, Badong Chen, Shuzhi Sam Ge: Robust strong tracking unscented Kalman filter for non-linear systems with unknown inputs.IET Signal Process.16(3): 351-365 (2022)]]>https://dblp.org/rec/journals/iet-spr/LiuGJGCG22Sat, 01 Jan 2022 00:00:00 +0100Dual semi-supervised convex nonnegative matrix factorization for data representation.https://doi.org/10.1016/j.ins.2021.11.045Siyuan Peng, Zhijing Yang, Bingo Wing-Kuen Ling, Badong Chen, Zhiping Lin: Dual semi-supervised convex nonnegative matrix factorization for data representation.Inf. Sci.585: 571-593 (2022)]]>https://dblp.org/rec/journals/isci/PengYLCL22Sat, 01 Jan 2022 00:00:00 +0100Causality detection with matrix-based transfer entropy.https://doi.org/10.1016/j.ins.2022.09.037Wanqi Zhou, Shujian Yu, Badong Chen: Causality detection with matrix-based transfer entropy.Inf. Sci.613: 357-375 (2022)]]>https://dblp.org/rec/journals/isci/ZhouYC22Sat, 01 Jan 2022 00:00:00 +0100Efficient correntropy-based multi-view clustering with anchor graph embedding.https://doi.org/10.1016/j.neunet.2021.11.027Ben Yang, Xuetao Zhang, Badong Chen, Feiping Nie, Zhiping Lin, Zhixiong Nan: Efficient correntropy-based multi-view clustering with anchor graph embedding.Neural Networks146: 290-302 (2022)]]>https://dblp.org/rec/journals/nn/YangZCNLN22Sat, 01 Jan 2022 00:00:00 +0100Region-aware network: Model human's Top-Down visual perception mechanism for crowd counting.https://doi.org/10.1016/j.neunet.2022.01.015Yuehai Chen, Jing Yang, Dong Zhang, Kun Zhang, Badong Chen, Shaoyi Du: Region-aware network: Model human's Top-Down visual perception mechanism for crowd counting.Neural Networks148: 219-231 (2022)]]>https://dblp.org/rec/journals/nn/ChenYZZCD22Sat, 01 Jan 2022 00:00:00 +0100Correntropy based semi-supervised concept factorization with adaptive neighbors for clustering.https://doi.org/10.1016/j.neunet.2022.07.021Siyuan Peng, Zhijing Yang, Feiping Nie, Badong Chen, Zhiping Lin: Correntropy based semi-supervised concept factorization with adaptive neighbors for clustering.Neural Networks154: 203-217 (2022)]]>https://dblp.org/rec/journals/nn/PengYNCL22Sat, 01 Jan 2022 00:00:00 +0100Robust Sparsity-Aware RLS Algorithms With Jointly-Optimized Parameters Against Impulsive Noise.https://doi.org/10.1109/LSP.2022.3166395Yi Yu, Lu Lu, Yuriy V. Zakharov, Rodrigo C. de Lamare, Badong Chen: Robust Sparsity-Aware RLS Algorithms With Jointly-Optimized Parameters Against Impulsive Noise.IEEE Signal Process. Lett.29: 1037-1041 (2022)]]>https://dblp.org/rec/journals/spl/YuLZLC22Sat, 01 Jan 2022 00:00:00 +0100Augmented Nonlinear Least Squares Estimation With Applications to Localization.https://doi.org/10.1109/TAES.2021.3115566Qin Li, Jian Lan, Le Zhang, Badong Chen, Kaijian Zhu: Augmented Nonlinear Least Squares Estimation With Applications to Localization.IEEE Trans. Aerosp. Electron. Syst.58(2): 1042-1054 (2022)]]>https://dblp.org/rec/journals/taes/LiLZCZ22Sat, 01 Jan 2022 00:00:00 +0100Feature-Specific Denoising of Neural Activity for Natural Image Identification.https://doi.org/10.1109/TCDS.2021.3062067Hao Wu, Nanning Zheng, Badong Chen: Feature-Specific Denoising of Neural Activity for Natural Image Identification.IEEE Trans. Cogn. Dev. Syst.14(2): 629-638 (2022)]]>https://dblp.org/rec/journals/tamd/WuZC22Sat, 01 Jan 2022 00:00:00 +0100General Robust Subband Adaptive Filtering: Algorithms and Applications.https://doi.org/10.1109/taslp.2022.3183935Yi Yu, Hongsen He, Rodrigo C. de Lamare, Badong Chen: General Robust Subband Adaptive Filtering: Algorithms and Applications.IEEE ACM Trans. Audio Speech Lang. Process.30: 2128-2140 (2022)]]>https://dblp.org/rec/journals/taslp/YuHLC22Sat, 01 Jan 2022 00:00:00 +0100Cascaded Random Fourier Filter for Robust Nonlinear Active Noise Control.https://doi.org/10.1109/taslp.2021.3126943Yingying Zhu, Haiquan Zhao, Xiaoqiong He, Zeliang Shu, Badong Chen: Cascaded Random Fourier Filter for Robust Nonlinear Active Noise Control.IEEE ACM Trans. Audio Speech Lang. Process.30: 2188-2200 (2022)]]>https://dblp.org/rec/journals/taslp/ZhuZHSC22Sat, 01 Jan 2022 00:00:00 +0100Asymmetric Correntropy for Robust Adaptive Filtering.https://doi.org/10.1109/TCSII.2021.3122283Badong Chen, Yuqing Xie, Zhuang Li, Yingsong Li, Pengju Ren: Asymmetric Correntropy for Robust Adaptive Filtering.IEEE Trans. Circuits Syst. II Express Briefs69(3): 1922-1926 (2022)]]>https://dblp.org/rec/journals/tcasII/ChenXLLR22Sat, 01 Jan 2022 00:00:00 +0100Efficient and Robust MultiView Clustering With Anchor Graph Regularization.https://doi.org/10.1109/TCSVT.2022.3162575Ben Yang, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen, Fei Wang: Efficient and Robust MultiView Clustering With Anchor Graph Regularization.IEEE Trans. Circuits Syst. Video Technol.32(9): 6200-6213 (2022)]]>https://dblp.org/rec/journals/tcsv/YangZLNCW22Sat, 01 Jan 2022 00:00:00 +0100Multikernel Correntropy for Robust Learning.https://doi.org/10.1109/TCYB.2021.3110732Badong Chen, Yuqing Xie, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin: Multikernel Correntropy for Robust Learning.IEEE Trans. Cybern.52(12): 13500-13511 (2022)]]>https://dblp.org/rec/journals/tcyb/ChenXWYRQ22Sat, 01 Jan 2022 00:00:00 +0100Square Root Unscented Kalman Filter With Modified Measurement for Dynamic State Estimation of Power Systems.https://doi.org/10.1109/tim.2022.3157005Lujuan Dang, Wanli Wang, Badong Chen: Square Root Unscented Kalman Filter With Modified Measurement for Dynamic State Estimation of Power Systems.IEEE Trans. Instrum. Meas.71: 1-13 (2022)]]>https://dblp.org/rec/journals/tim/DangWC22Sat, 01 Jan 2022 00:00:00 +0100Mixture Correntropy-Based Kernel Extreme Learning Machines.https://doi.org/10.1109/TNNLS.2020.3029198Yunfei Zheng, Badong Chen, Shiyuan Wang, Weiqun Wang, Wei Qin: Mixture Correntropy-Based Kernel Extreme Learning Machines.IEEE Trans. Neural Networks Learn. Syst.33(2): 811-825 (2022)]]>https://dblp.org/rec/journals/tnn/ZhengCWWQ22Sat, 01 Jan 2022 00:00:00 +0100Transductive Semisupervised Deep Hashing.https://doi.org/10.1109/TNNLS.2021.3054386Weiwei Shi, Yihong Gong, Badong Chen, Xinhong Hei: Transductive Semisupervised Deep Hashing.IEEE Trans. Neural Networks Learn. Syst.33(8): 3713-3726 (2022)]]>https://dblp.org/rec/journals/tnn/ShiGCH22Sat, 01 Jan 2022 00:00:00 +0100Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search.https://doi.org/10.1109/TNNLS.2021.3056694Ziru Wang, Jiawen Liu, Yongqiang Ma, Badong Chen, Nanning Zheng, Pengju Ren: Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search.IEEE Trans. Neural Networks Learn. Syst.33(9): 4361-4372 (2022)]]>https://dblp.org/rec/journals/tnn/WangLMCZR22Sat, 01 Jan 2022 00:00:00 +0100Restricted Minimum Error Entropy Criterion for Robust Classification.https://doi.org/10.1109/TNNLS.2021.3082571Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike: Restricted Minimum Error Entropy Criterion for Robust Classification.IEEE Trans. Neural Networks Learn. Syst.33(11): 6599-6612 (2022)]]>https://dblp.org/rec/journals/tnn/LiCYK22Sat, 01 Jan 2022 00:00:00 +0100An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion.https://doi.org/10.1109/TSIPN.2022.3175363Chen Hu, Badong Chen: An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion.IEEE Trans. Signal Inf. Process. over Networks8: 433-444 (2022)]]>https://dblp.org/rec/journals/tsipn/HuC22Sat, 01 Jan 2022 00:00:00 +0100A Novel Robust Kalman Filtering Framework Based on Normal-Skew Mixture Distribution.https://doi.org/10.1109/TSMC.2021.3098299Mingming Bai, Yulong Huang, Badong Chen, Yonggang Zhang: A Novel Robust Kalman Filtering Framework Based on Normal-Skew Mixture Distribution.IEEE Trans. Syst. Man Cybern. Syst.52(11): 6789-6805 (2022)]]>https://dblp.org/rec/journals/tsmc/BaiHCZ22Sat, 01 Jan 2022 00:00:00 +0100Dual Extended Kalman Filter Under Minimum Error Entropy With Fiducial Points.https://doi.org/10.1109/TSMC.2022.3161412Lujuan Dang, Badong Chen, Yili Xia, Jian Lan, Meiqin Liu: Dual Extended Kalman Filter Under Minimum Error Entropy With Fiducial Points.IEEE Trans. Syst. Man Cybern. Syst.52(12): 7588-7599 (2022)]]>https://dblp.org/rec/journals/tsmc/DangCXLL22Sat, 01 Jan 2022 00:00:00 +0100Multi-View Information Bottleneck Without Variational Approximation.https://doi.org/10.1109/ICASSP43922.2022.9747614Qi Zhang, Shujian Yu, Jingmin Xin, Badong Chen: Multi-View Information Bottleneck Without Variational Approximation.ICASSP2022: 4318-4322]]>https://dblp.org/rec/conf/icassp/ZhangYXC22Sat, 01 Jan 2022 00:00:00 +01003D-MBNet: Intention Based Multimodal Vehicle Trajectory Prediction with 3D Social Convolution.https://doi.org/10.1109/ITSC55140.2022.9921812Shengqi Wang, Yuhao Huang, Miao Kang, Badong Chen, Nanning Zheng: 3D-MBNet: Intention Based Multimodal Vehicle Trajectory Prediction with 3D Social Convolution.ITSC2022: 880-887]]>https://dblp.org/rec/conf/itsc/WangHKCZ22Sat, 01 Jan 2022 00:00:00 +0100Adversarial Training for the Adversarial Robustness of EEG-Based Brain-Computer Interfaces.https://doi.org/10.1109/MLSP55214.2022.9943479Yunhuan Li, Xi Yu, Shujian Yu, Badong Chen: Adversarial Training for the Adversarial Robustness of EEG-Based Brain-Computer Interfaces.MLSP2022: 1-6]]>https://dblp.org/rec/conf/mlsp/LiYYC22Sat, 01 Jan 2022 00:00:00 +0100Orthogonal Maximum Correntropy Learning.https://doi.org/10.1109/MLSP55214.2022.9943496Mingfei Lu, Badong Chen: Orthogonal Maximum Correntropy Learning.MLSP2022: 1-6]]>https://dblp.org/rec/conf/mlsp/LuC22Sat, 01 Jan 2022 00:00:00 +0100General Robust Subband Adaptive Filtering for Echo Cancellation.https://doi.org/10.1109/MLSP55214.2022.9943313Yi Yu, Hongsen He, Rodrigo C. de Lamare, Badong Chen: General Robust Subband Adaptive Filtering for Echo Cancellation.MLSP2022: 1-5]]>https://dblp.org/rec/conf/mlsp/YuHLC22Sat, 01 Jan 2022 00:00:00 +0100Lightweight Generative Adversarial Networks Based on Ghost Module.https://doi.org/10.1109/RCAR54675.2022.9872153Xinyuan Xiang, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen: Lightweight Generative Adversarial Networks Based on Ghost Module.RCAR2022: 384-389]]>https://dblp.org/rec/conf/rcar/XiangLZWC22Sat, 01 Jan 2022 00:00:00 +0100Study of Robust Sparsity-Aware RLS algorithms with Jointly-Optimized Parameters for Impulsive Noise Environments.https://doi.org/10.48550/arXiv.2204.08990Yi Yu, Lu Lu, Yuriy Zakharov, Rodrigo Caiado de Lamare, Badong Chen: Study of Robust Sparsity-Aware RLS algorithms with Jointly-Optimized Parameters for Impulsive Noise Environments.CoRRabs/2204.08990 (2022)]]>https://dblp.org/rec/journals/corr/abs-2204-08990Sat, 01 Jan 2022 00:00:00 +0100Multi-view Information Bottleneck Without Variational Approximation.https://doi.org/10.48550/arXiv.2204.10530Qi Zhang, Shujian Yu, Jingmin Xin, Badong Chen: Multi-view Information Bottleneck Without Variational Approximation.CoRRabs/2204.10530 (2022)]]>https://dblp.org/rec/journals/corr/abs-2204-10530Sat, 01 Jan 2022 00:00:00 +0100BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck.https://doi.org/10.48550/arXiv.2205.03612Kaizhong Zheng, Shujian Yu, Baojuan Li, Robert Jenssen, Badong Chen: BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck.CoRRabs/2205.03612 (2022)]]>https://dblp.org/rec/journals/corr/abs-2205-03612Sat, 01 Jan 2022 00:00:00 +0100Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation.https://doi.org/10.48550/arXiv.2206.10075Yuehai Chen, Jing Yang, Badong Chen, Shaoyi Du: Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation.CoRRabs/2206.10075 (2022)]]>https://dblp.org/rec/journals/corr/abs-2206-10075Sat, 01 Jan 2022 00:00:00 +0100Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding.https://doi.org/10.48550/arXiv.2207.09693Yuanhao Li, Badong Chen, Yuxi Shi, Natsue Yoshimura, Yasuharu Koike: Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding.CoRRabs/2207.09693 (2022)]]>https://dblp.org/rec/journals/corr/abs-2207-09693Sat, 01 Jan 2022 00:00:00 +0100Study of General Robust Subband Adaptive Filtering.https://doi.org/10.48550/arXiv.2208.08856Yi Yu, Hongsen He, Rodrigo C. de Lamare, Badong Chen: Study of General Robust Subband Adaptive Filtering.CoRRabs/2208.08856 (2022)]]>https://dblp.org/rec/journals/corr/abs-2208-08856Sat, 01 Jan 2022 00:00:00 +0100Joint UAVs' Load Balancing and UEs' Data Rate Fairness Optimization by Diffusion UAV Deployment Algorithm in Multi-UAV Networks.https://doi.org/10.3390/e23111470Zhirong Luan, Hongtao Jia, Ping Wang, Rong Jia, Badong Chen: Joint UAVs' Load Balancing and UEs' Data Rate Fairness Optimization by Diffusion UAV Deployment Algorithm in Multi-UAV Networks.Entropy23(11): 1470 (2021)]]>https://dblp.org/rec/journals/entropy/LuanJWJC21Fri, 01 Jan 2021 00:00:00 +0100Associations between MSE and SSIM as cost functions in linear decomposition with application to bit allocation for sparse coding.https://doi.org/10.1016/j.neucom.2020.10.018Jianji Wang, Pei Chen, Nanning Zheng, Badong Chen, José C. 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Cogn. Dev. Syst.13(3): 453-464 (2021)]]>https://dblp.org/rec/journals/tamd/WuZWZC21Fri, 01 Jan 2021 00:00:00 +01002-D Learned Proximal Gradient Algorithm for Fast Sparse Matrix Recovery.https://doi.org/10.1109/TCSII.2020.3024912Chengzhu Yang, Yuantao Gu, Badong Chen, Hongbing Ma, Hing Cheung So: 2-D Learned Proximal Gradient Algorithm for Fast Sparse Matrix Recovery.IEEE Trans. Circuits Syst. II Express Briefs68(4): 1492-1496 (2021)]]>https://dblp.org/rec/journals/tcasII/YangGCMS21Fri, 01 Jan 2021 00:00:00 +0100Fixed-Point Minimum Error Entropy With Sparsity Penalty Constraints.https://doi.org/10.1109/TCSII.2021.3063371Jianxing Li, Yuqing Xie, Lujuan Dang, Chengtian Song, Badong Chen: Fixed-Point Minimum Error Entropy With Sparsity Penalty Constraints.IEEE Trans. Circuits Syst. II Express Briefs68(8): 2997-3001 (2021)]]>https://dblp.org/rec/journals/tcasII/LiXDSC21Fri, 01 Jan 2021 00:00:00 +0100Robust High-Order Manifold Constrained Low Rank Representation for Subspace Clustering.https://doi.org/10.1109/TCSVT.2020.2989659Lei Xing, Badong Chen, Jianji Wang, Shaoyi Du, Jiuwen Cao: Robust High-Order Manifold Constrained Low Rank Representation for Subspace Clustering.IEEE Trans. Circuits Syst. Video Technol.31(2): 533-545 (2021)]]>https://dblp.org/rec/journals/tcsv/XingCWDC21Fri, 01 Jan 2021 00:00:00 +0100Point Set Registration With Similarity and Affine Transformations Based on Bidirectional KMPE Loss.https://doi.org/10.1109/TCYB.2019.2944171Yang Yang, Dandan Fan, Shaoyi Du, Muyi Wang, Badong Chen, Yue Gao: Point Set Registration With Similarity and Affine Transformations Based on Bidirectional KMPE Loss.IEEE Trans. Cybern.51(3): 1678-1689 (2021)]]>https://dblp.org/rec/journals/tcyb/YangFDWCG21Fri, 01 Jan 2021 00:00:00 +0100Correntropy-Based Multiview Subspace Clustering.https://doi.org/10.1109/TCYB.2019.2952398Lei Xing, Badong Chen, Shaoyi Du, Yuantao Gu, Nanning Zheng: Correntropy-Based Multiview Subspace Clustering.IEEE Trans. Cybern.51(6): 3298-3311 (2021)]]>https://dblp.org/rec/journals/tcyb/XingCDGZ21Fri, 01 Jan 2021 00:00:00 +0100Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning.https://doi.org/10.1109/TIE.2020.2991999Weiqun Wang, Weiguo Shi, Zeng-Guang Hou, Badong Chen, Xu Liang, Shixin Ren, Jiaxing Wang, Liang Peng: Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning.IEEE Trans. Ind. Electron.68(6): 5217-5226 (2021)]]>https://dblp.org/rec/journals/tie/WangSHCLRWP21Fri, 01 Jan 2021 00:00:00 +0100Broad Learning System Based on Maximum Correntropy Criterion.https://doi.org/10.1109/TNNLS.2020.3009417Yunfei Zheng, Badong Chen, Shiyuan Wang, Weiqun Wang: Broad Learning System Based on Maximum Correntropy Criterion.IEEE Trans. Neural Networks Learn. Syst.32(7): 3083-3097 (2021)]]>https://dblp.org/rec/journals/tnn/ZhengCWW21Fri, 01 Jan 2021 00:00:00 +0100Linear and Nonlinear Regression-Based Maximum Correntropy Extended Kalman Filtering.https://doi.org/10.1109/TSMC.2019.2917712Xi Liu, Zhigang Ren, Hongqiang Lyu, Zhihong Jiang, Pengju Ren, Badong Chen: Linear and Nonlinear Regression-Based Maximum Correntropy Extended Kalman Filtering.IEEE Trans. Syst. Man Cybern. Syst.51(5): 3093-3102 (2021)]]>https://dblp.org/rec/journals/tsmc/LiuRLJRC21Fri, 01 Jan 2021 00:00:00 +0100Effects of Outliers on the Maximum Correntropy Estimation: A Robustness Analysis.https://doi.org/10.1109/TSMC.2019.2931403Badong Chen, Lei Xing, Haiquan Zhao, Shaoyi Du, José C. Príncipe: Effects of Outliers on the Maximum Correntropy Estimation: A Robustness Analysis.IEEE Trans. Syst. Man Cybern. Syst.51(6): 4007-4012 (2021)]]>https://dblp.org/rec/journals/tsmc/ChenXZDP21Fri, 01 Jan 2021 00:00:00 +0100Minimum Error Entropy Kalman Filter.https://doi.org/10.1109/TSMC.2019.2957269Badong Chen, Lujuan Dang, Yuantao Gu, Nanning Zheng, José C. Príncipe: Minimum Error Entropy Kalman Filter.IEEE Trans. Syst. Man Cybern. Syst.51(9): 5819-5829 (2021)]]>https://dblp.org/rec/journals/tsmc/ChenDGZP21Fri, 01 Jan 2021 00:00:00 +0100Affine-Projection Lorentzian Algorithm for Vehicle Hands-Free Echo Cancellation.https://doi.org/10.1109/TVT.2021.3061126Xinqi Huang, Yingsong Li, Yuriy V. Zakharov, Yibing Li, Badong Chen: Affine-Projection Lorentzian Algorithm for Vehicle Hands-Free Echo Cancellation.IEEE Trans. Veh. Technol.70(3): 2561-2575 (2021)]]>https://dblp.org/rec/journals/tvt/HuangLZLC21Fri, 01 Jan 2021 00:00:00 +0100Robust Motion Averaging under Maximum Correntropy Criterion.https://doi.org/10.1109/ICRA48506.2021.9561406Jihua Zhu, Jie Hu, Huimin Lu, Badong Chen, Zhongyu Li, Yaochen Li: Robust Motion Averaging under Maximum Correntropy Criterion.ICRA2021: 5283-5288]]>https://dblp.org/rec/conf/icra/ZhuHLCLL21Fri, 01 Jan 2021 00:00:00 +0100Robust Pose Estimation Based on Maximum Correntropy Criterion.https://doi.org/10.1007/978-3-030-79150-6_44Qian Zhang, Badong Chen: Robust Pose Estimation Based on Maximum Correntropy Criterion.AIAI2021: 555-566]]>https://dblp.org/rec/conf/ifip12/ZhangC21Fri, 01 Jan 2021 00:00:00 +0100Error Loss Networks.https://arxiv.org/abs/2106.03722Badong Chen, Yunfei Zheng, Pengju Ren: Error Loss Networks.CoRRabs/2106.03722 (2021)]]>https://dblp.org/rec/journals/corr/abs-2106-03722Fri, 01 Jan 2021 00:00:00 +0100Region-Aware Network: Model Human's Top-Down Visual Perception Mechanism for Crowd Counting.https://arxiv.org/abs/2106.12163Yuehai Chen, Jing Yang, Dong Zhang, Kun Zhang, Badong Chen, Shaoyi Du: Region-Aware Network: Model Human's Top-Down Visual Perception Mechanism for Crowd Counting.CoRRabs/2106.12163 (2021)]]>https://dblp.org/rec/journals/corr/abs-2106-12163Fri, 01 Jan 2021 00:00:00 +0100Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals.https://arxiv.org/abs/2106.13086Yuanhao Li, Badong Chen, Gang Wang, Natsue Yoshimura, Yasuharu Koike: Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals.CoRRabs/2106.13086 (2021)]]>https://dblp.org/rec/journals/corr/abs-2106-13086Fri, 01 Jan 2021 00:00:00 +0100A survey on active noise control techniques - Part I: Linear systems.https://arxiv.org/abs/2110.00531Lu Lu, Kai-Li Yin, Rodrigo C. de Lamare, Zongsheng Zheng, Yi Yu, Xiaomin Yang, Badong Chen: A survey on active noise control techniques - Part I: Linear systems.CoRRabs/2110.00531 (2021)]]>https://dblp.org/rec/journals/corr/abs-2110-00531Fri, 01 Jan 2021 00:00:00 +0100A survey on active noise control techniques - Part II: Nonlinear systems.https://arxiv.org/abs/2110.09672Lu Lu, Kai-Li Yin, Rodrigo C. de Lamare, Zongsheng Zheng, Yi Yu, Xiaomin Yang, Badong Chen: A survey on active noise control techniques - Part II: Nonlinear systems.CoRRabs/2110.09672 (2021)]]>https://dblp.org/rec/journals/corr/abs-2110-09672Fri, 01 Jan 2021 00:00:00 +0100Robust nonnegative matrix factorization with local coordinate constraint for image clustering.https://doi.org/10.1016/j.engappai.2019.103354Siyuan Peng, Wee Ser, Badong Chen, Lei Sun, Zhiping Lin: Robust nonnegative matrix factorization with local coordinate constraint for image clustering.Eng. Appl. Artif. Intell.88 (2020)]]>https://dblp.org/rec/journals/eaai/PengSCSL20Wed, 01 Jan 2020 00:00:00 +0100EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System.https://doi.org/10.1109/JETCAS.2020.3037951Yongqiang Ma, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri, Elisa Donati: EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System.IEEE J. Emerg. Sel. Topics Circuits Syst.10(4): 578-587 (2020)]]>https://dblp.org/rec/journals/esticas/MaCRZID20Wed, 01 Jan 2020 00:00:00 +0100Robust orthogonal nonnegative matrix tri-factorization for data representation.https://doi.org/10.1016/j.knosys.2020.106054Siyuan Peng, Wee Ser, Badong Chen, Zhiping Lin: Robust orthogonal nonnegative matrix tri-factorization for data representation.Knowl. 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Lett.132: 91-98 (2020)]]>https://dblp.org/rec/journals/prl/DuXZZGC20Wed, 01 Jan 2020 00:00:00 +0100Adaptive filtering with quantized minimum error entropy criterion.https://doi.org/10.1016/j.sigpro.2020.107534Zhuang Li, Lei Xing, Badong Chen: Adaptive filtering with quantized minimum error entropy criterion.Signal Process.172: 107534 (2020)]]>https://dblp.org/rec/journals/sigpro/LiXC20Wed, 01 Jan 2020 00:00:00 +0100Diffusion adaptation framework for compressive sensing reconstruction.https://doi.org/10.1016/j.sigpro.2020.107660Yicong He, Fei Wang, Shiyuan Wang, Badong Chen: Diffusion adaptation framework for compressive sensing reconstruction.Signal Process.176: 107660 (2020)]]>https://dblp.org/rec/journals/sigpro/HeWWC20Wed, 01 Jan 2020 00:00:00 +0100A New Robust Kalman Filter With Adaptive Estimate of Time-Varying Measurement Bias.https://doi.org/10.1109/LSP.2020.2983552Yulong Huang, Guangle Jia, Badong Chen, Yonggang Zhang: A New Robust Kalman Filter With Adaptive Estimate of Time-Varying Measurement Bias.IEEE Signal Process. 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Process.28: 1282-1292 (2020)]]>https://dblp.org/rec/journals/taslp/ZhuZZC20Wed, 01 Jan 2020 00:00:00 +0100A Separable Maximum Correntropy Adaptive Algorithm.https://doi.org/10.1109/TCSII.2020.2977608Wanlu Shi, Yingsong Li, Badong Chen: A Separable Maximum Correntropy Adaptive Algorithm.IEEE Trans. Circuits Syst.67-II(11): 2797-2801 (2020)]]>https://dblp.org/rec/journals/tcas/ShiLC20Wed, 01 Jan 2020 00:00:00 +0100Sparsity Constrained Recursive Generalized Maximum Correntropy Criterion With Variable Center Algorithm.https://doi.org/10.1109/TCSII.2020.2986053Quan Sun, Hong Zhang, Xiaofei Wang, Wentao Ma, Badong Chen: Sparsity Constrained Recursive Generalized Maximum Correntropy Criterion With Variable Center Algorithm.IEEE Trans. Circuits Syst.67-II(12): 3517-3521 (2020)]]>https://dblp.org/rec/journals/tcas/SunZWMC20Wed, 01 Jan 2020 00:00:00 +0100Robust Power System State Estimation With Minimum Error Entropy Unscented Kalman Filter.https://doi.org/10.1109/TIM.2020.2999757Lujuan Dang, Badong Chen, Shiyuan Wang, Wentao Ma, Pengju Ren: Robust Power System State Estimation With Minimum Error Entropy Unscented Kalman Filter.IEEE Trans. Instrum. Meas.69(11): 8797-8808 (2020)]]>https://dblp.org/rec/journals/tim/DangCWMR20Wed, 01 Jan 2020 00:00:00 +0100Accurate Pedestrian Detection by Human Pose Regression.https://doi.org/10.1109/TIP.2019.2942686Yun Zhao, Zejian Yuan, Badong Chen: Accurate Pedestrian Detection by Human Pose Regression.IEEE Trans. Image Process.29: 1591-1605 (2020)]]>https://dblp.org/rec/journals/tip/ZhaoYC20Wed, 01 Jan 2020 00:00:00 +0100Training Cascade Compact CNN With Region-IoU for Accurate Pedestrian Detection.https://doi.org/10.1109/TITS.2019.2933581Yun Zhao, Zejian Yuan, Badong Chen: Training Cascade Compact CNN With Region-IoU for Accurate Pedestrian Detection.IEEE Trans. Intell. Transp. Syst.21(9): 3777-3787 (2020)]]>https://dblp.org/rec/journals/tits/ZhaoYC20Wed, 01 Jan 2020 00:00:00 +0100Probability Density Rank-Based Quantization for Convex Universal Learning Machines.https://doi.org/10.1109/TNNLS.2019.2935502Zhengda Qin, Badong Chen, Yuantao Gu, Nanning Zheng, José C. Príncipe: Probability Density Rank-Based Quantization for Convex Universal Learning Machines.IEEE Trans. Neural Networks Learn. Syst.31(8): 3100-3113 (2020)]]>https://dblp.org/rec/journals/tnn/QinCGZP20Wed, 01 Jan 2020 00:00:00 +0100Maximum Correntropy Criterion-Based Robust Semisupervised Concept Factorization for Image Representation.https://doi.org/10.1109/TNNLS.2019.2947156Nan Zhou, Badong Chen, Yuanhua Du, Tao Jiang, Jun Liu, Yangyang Xu: Maximum Correntropy Criterion-Based Robust Semisupervised Concept Factorization for Image Representation.IEEE Trans. Neural Networks Learn. Syst.31(10): 3877-3891 (2020)]]>https://dblp.org/rec/journals/tnn/ZhouCDJLX20Wed, 01 Jan 2020 00:00:00 +0100Common Spatial Patterns Based on the Quantized Minimum Error Entropy Criterion.https://doi.org/10.1109/TSMC.2018.2855106Badong Chen, Yuanhao Li, Jiyao Dong, Na Lu, Jing Qin: Common Spatial Patterns Based on the Quantized Minimum Error Entropy Criterion.IEEE Trans. Syst. Man Cybern. Syst.50(11): 4557-4568 (2020)]]>https://dblp.org/rec/journals/tsmc/ChenLDLQ20Wed, 01 Jan 2020 00:00:00 +0100Robust Matrix Completion via Maximum Correntropy Criterion and Half-Quadratic Optimization.https://doi.org/10.1109/TSP.2019.2952057Yicong He, Fei Wang, Yingsong Li, Jing Qin, Badong Chen: Robust Matrix Completion via Maximum Correntropy Criterion and Half-Quadratic Optimization.IEEE Trans. Signal Process.68: 181-195 (2020)]]>https://dblp.org/rec/journals/tsp/HeWLQC20Wed, 01 Jan 2020 00:00:00 +0100Augmented Space Linear Models.https://doi.org/10.1109/TSP.2020.2987053Zhengda Qin, Badong Chen, Nanning Zheng, José C. Príncipe: Augmented Space Linear Models.IEEE Trans. Signal Process.68: 2724-2738 (2020)]]>https://dblp.org/rec/journals/tsp/QinCZP20Wed, 01 Jan 2020 00:00:00 +0100Fixed-Point Minimum Error Entropy With Fiducial Points.https://doi.org/10.1109/TSP.2020.3001404Yuqing Xie, Yingsong Li, Yuantao Gu, Jiuwen Cao, Badong Chen: Fixed-Point Minimum Error Entropy With Fiducial Points.IEEE Trans. Signal Process.68: 3824-3833 (2020)]]>https://dblp.org/rec/journals/tsp/XieLGCC20Wed, 01 Jan 2020 00:00:00 +0100Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee.https://doi.org/10.1109/TSP.2020.2978615Chengzhu Yang, Yuantao Gu, Badong Chen, Hongbing Ma, Hing Cheung So: Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee.IEEE Trans. Signal Process.68: 5244-5259 (2020)]]>https://dblp.org/rec/journals/tsp/YangGCMS20Wed, 01 Jan 2020 00:00:00 +0100Variable Step-Size Widely Linear Complex-Valued Affine Projection Algorithm and Performance Analysis.https://doi.org/10.1109/TSP.2020.3029884Long Shi, Haiquan Zhao, Yuriy V. Zakharov, Badong Chen, Yaoru Yang: Variable Step-Size Widely Linear Complex-Valued Affine Projection Algorithm and Performance Analysis.IEEE Trans. Signal Process.68: 5940-5953 (2020)]]>https://dblp.org/rec/journals/tsp/ShiZZCY20Wed, 01 Jan 2020 00:00:00 +0100Neuromorphic Implementation of a Recurrent Neural Network for EMG Classification.https://doi.org/10.1109/AICAS48895.2020.9073810Yongqiang Ma, Elisa Donati, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri: Neuromorphic Implementation of a Recurrent Neural Network for EMG Classification.AICAS2020: 69-73]]>https://dblp.org/rec/conf/aicas/MaDCRZI20Wed, 01 Jan 2020 00:00:00 +0100MI3DNet: A Compact CNN for Motor Imagery EEG Classification with Visualizable Dense Layer Parameters.https://doi.org/10.1109/EMBC44109.2020.9176738Qihang Yang, Xuan Zhang, Badong Chen: MI3DNet: A Compact CNN for Motor Imagery EEG Classification with Visualizable Dense Layer Parameters.EMBC2020: 510-513]]>https://dblp.org/rec/conf/embc/YangZC20Wed, 01 Jan 2020 00:00:00 +0100Robust Sparse Channel Estimation Based on Maximum Mixture Correntropy Criterion.https://doi.org/10.1109/IJCNN48605.2020.9207415Mingfei Lu, Lei Xing, Nanning Zheng, Badong Chen: Robust Sparse Channel Estimation Based on Maximum Mixture Correntropy Criterion.IJCNN2020: 1-6]]>https://dblp.org/rec/conf/ijcnn/LuX0C20Wed, 01 Jan 2020 00:00:00 +0100Robust Motion Averaging under MaximumCorrentropy Criterion.https://arxiv.org/abs/2004.09829Jihua Zhu, Jie Hu, Zhongyu Li, Badong Chen: Robust Motion Averaging under MaximumCorrentropy Criterion.CoRRabs/2004.09829 (2020)]]>https://dblp.org/rec/journals/corr/abs-2004-09829Wed, 01 Jan 2020 00:00:00 +0100Robust Normalized Least Mean Absolute Third Algorithms.https://doi.org/10.1109/ACCESS.2019.2891549Kui Xiong, Shiyuan Wang, Badong Chen: Robust Normalized Least Mean Absolute Third Algorithms.IEEE Access7: 10318-10330 (2019)]]>https://dblp.org/rec/journals/access/XiongWC19Tue, 01 Jan 2019 00:00:00 +0100Functional Source Separation for EEG-fMRI Fusion: Application to Steady-State Visual Evoked Potentials.https://doi.org/10.3389/fnbot.2019.00024Hong Ji, Badong Chen, Nathan M. Petro, Zejian Yuan, Nanning Zheng, Andreas Keil: Functional Source Separation for EEG-fMRI Fusion: Application to Steady-State Visual Evoked Potentials.Frontiers Neurorobotics13: 24 (2019)]]>https://dblp.org/rec/journals/finr/JiCPYZK19Tue, 01 Jan 2019 00:00:00 +0100Maximum correntropy adaptation approach for robust compressive sensing reconstruction.https://doi.org/10.1016/j.ins.2018.12.039Yicong He, Fei Wang, Shiyuan Wang, Jiuwen Cao, Badong Chen: Maximum correntropy adaptation approach for robust compressive sensing reconstruction.Inf. Sci.480: 381-402 (2019)]]>https://dblp.org/rec/journals/isci/HeWWCC19Tue, 01 Jan 2019 00:00:00 +0100RGB-D point cloud registration via infrared and color camera.https://doi.org/10.1007/s11042-019-7159-6Teng Wan, Shaoyi Du, Yiting Xu, Guanglin Xu, Zuoyong Li, Badong Chen, Yue Gao: RGB-D point cloud registration via infrared and color camera.Multim. Tools Appl.78(23): 33223-33246 (2019)]]>https://dblp.org/rec/journals/mta/WanDXXLCG19Tue, 01 Jan 2019 00:00:00 +0100Granger Causality Analysis Based on Quantized Minimum Error Entropy Criterion.https://doi.org/10.1109/LSP.2019.2890973Badong Chen, Rongjin Ma, Si-yu Yu, Shaoyi Du, Jing Qin: Granger Causality Analysis Based on Quantized Minimum Error Entropy Criterion.IEEE Signal Process. Lett.26(2): 347-351 (2019)]]>https://dblp.org/rec/journals/spl/ChenMYD019Tue, 01 Jan 2019 00:00:00 +0100Maximum Correntropy Criterion With Variable Center.https://doi.org/10.1109/LSP.2019.2925692Badong Chen, Xin Wang, Yingsong Li, José C. Príncipe: Maximum Correntropy Criterion With Variable Center.IEEE Signal Process. Lett.26(8): 1212-1216 (2019)]]>https://dblp.org/rec/journals/spl/ChenWLP19Tue, 01 Jan 2019 00:00:00 +0100Brain-Inspired Cognitive Model With Attention for Self-Driving Cars.https://doi.org/10.1109/TCDS.2017.2717451Shi-tao Chen, Songyi Zhang, Jinghao Shang, Badong Chen, Nanning Zheng: Brain-Inspired Cognitive Model With Attention for Self-Driving Cars.IEEE Trans. Cogn. Dev. Syst.11(1): 13-25 (2019)]]>https://dblp.org/rec/journals/tamd/ChenZSCZ19Tue, 01 Jan 2019 00:00:00 +0100A Novel Brain Decoding Method: A Correlation Network Framework for Revealing Brain Connections.https://doi.org/10.1109/TCDS.2018.2854274Si-yu Yu, Nanning Zheng, Yongqiang Ma, Hao Wu, Badong Chen: A Novel Brain Decoding Method: A Correlation Network Framework for Revealing Brain Connections.IEEE Trans. Cogn. Dev. Syst.11(1): 95-106 (2019)]]>https://dblp.org/rec/journals/tamd/YuZMWC19Tue, 01 Jan 2019 00:00:00 +0100Maximum Total Correntropy Diffusion Adaptation Over Networks With Noisy Links.https://doi.org/10.1109/TCSII.2018.2853653Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen: Maximum Total Correntropy Diffusion Adaptation Over Networks With Noisy Links.IEEE Trans. Circuits Syst. II Express Briefs66-II(2): 307-311 (2019)]]>https://dblp.org/rec/journals/tcas/HeWWRC19Tue, 01 Jan 2019 00:00:00 +0100Linear Kalman Filtering Algorithm With Noisy Control Input Variable.https://doi.org/10.1109/TCSII.2018.2878951Wentao Ma, Jinzhe Qiu, Junli Liang, Badong Chen: Linear Kalman Filtering Algorithm With Noisy Control Input Variable.IEEE Trans. Circuits Syst. II Express Briefs66-II(7): 1282-1286 (2019)]]>https://dblp.org/rec/journals/tcas/MaQLC19Tue, 01 Jan 2019 00:00:00 +0100Blocked Maximum Correntropy Criterion Algorithm for Cluster-Sparse System Identifications.https://doi.org/10.1109/TCSII.2019.2891654Yingsong Li, Zhengxiong Jiang, Wanlu Shi, Xiao Han, Badong Chen: Blocked Maximum Correntropy Criterion Algorithm for Cluster-Sparse System Identifications.IEEE Trans. Circuits Syst. II Express Briefs66-II(11): 1915-1919 (2019)]]>https://dblp.org/rec/journals/tcas/LiJSHC19Tue, 01 Jan 2019 00:00:00 +0100Kernel Kalman Filtering With Conditional Embedding and Maximum Correntropy Criterion.https://doi.org/10.1109/TCSI.2019.2920773Lujuan Dang, Badong Chen, Shiyuan Wang, Yuantao Gu, José C. Príncipe: Kernel Kalman Filtering With Conditional Embedding and Maximum Correntropy Criterion.IEEE Trans. Circuits Syst. I Regul. Pap.66-I(11): 4265-4277 (2019)]]>https://dblp.org/rec/journals/tcas/DangCWGP19Tue, 01 Jan 2019 00:00:00 +0100Maximum Correntropy Criterion-Based Sparse Subspace Learning for Unsupervised Feature Selection.https://doi.org/10.1109/TCSVT.2017.2783364Nan Zhou, Yangyang Xu, Hong Cheng, Zejian Yuan, Badong Chen: Maximum Correntropy Criterion-Based Sparse Subspace Learning for Unsupervised Feature Selection.IEEE Trans. Circuits Syst. Video Technol.29(2): 404-417 (2019)]]>https://dblp.org/rec/journals/tcsv/ZhouXCYC19Tue, 01 Jan 2019 00:00:00 +0100Robust High-Order Manifold Constrained Sparse Principal Component Analysis for Image Representation.https://doi.org/10.1109/TCSVT.2018.2856827Nan Zhou, Hong Cheng, Jing Qin, Yuanhua Du, Badong Chen: Robust High-Order Manifold Constrained Sparse Principal Component Analysis for Image Representation.IEEE Trans. Circuits Syst. Video Technol.29(7): 1946-1961 (2019)]]>https://dblp.org/rec/journals/tcsv/ZhouCQDC19Tue, 01 Jan 2019 00:00:00 +0100A Novel Prognostic Approach for RUL Estimation With Evolving Joint Prediction of Continuous and Discrete States.https://doi.org/10.1109/TII.2019.2896288Rong-Jing Bao, Hai-Jun Rong, Zhi-Xin Yang, Badong Chen: A Novel Prognostic Approach for RUL Estimation With Evolving Joint Prediction of Continuous and Discrete States.IEEE Trans. Ind. Informatics15(9): 5089-5098 (2019)]]>https://dblp.org/rec/journals/tii/BaoRYC19Tue, 01 Jan 2019 00:00:00 +0100Unscented Kalman Filter With Generalized Correntropy Loss for Robust Power System Forecasting-Aided State Estimation.https://doi.org/10.1109/TII.2019.2917940Wentao Ma, Jinzhe Qiu, Xinghua Liu, Gaoxi Xiao, Jiandong Duan, Badong Chen: Unscented Kalman Filter With Generalized Correntropy Loss for Robust Power System Forecasting-Aided State Estimation.IEEE Trans. Ind. Informatics15(11): 6091-6100 (2019)]]>https://dblp.org/rec/journals/tii/MaQLXDC19Tue, 01 Jan 2019 00:00:00 +0100Quantized Minimum Error Entropy Criterion.https://doi.org/10.1109/TNNLS.2018.2868812Badong Chen, Lei Xing, Nanning Zheng, José C. Príncipe: Quantized Minimum Error Entropy Criterion.IEEE Trans. Neural Networks Learn. Syst.30(5): 1370-1380 (2019)]]>https://dblp.org/rec/journals/tnn/ChenXZP19Tue, 01 Jan 2019 00:00:00 +0100Extreme Learning Machine With Affine Transformation Inputs in an Activation Function.https://doi.org/10.1109/TNNLS.2018.2877468Jiuwen Cao, Kai Zhang, Hongwei Yong, Xiaoping Lai, Badong Chen, Zhiping Lin: Extreme Learning Machine With Affine Transformation Inputs in an Activation Function.IEEE Trans. Neural Networks Learn. Syst.30(7): 2093-2107 (2019)]]>https://dblp.org/rec/journals/tnn/CaoZYLCL19Tue, 01 Jan 2019 00:00:00 +0100Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees.https://doi.org/10.1109/TSP.2019.2935906Chengzhu Yang, Xinyue Shen, Hongbing Ma, Badong Chen, Yuantao Gu, Hing Cheung So: Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees.IEEE Trans. Signal Process.67(19): 5046-5061 (2019)]]>https://dblp.org/rec/journals/tsp/YangSMCGS19Tue, 01 Jan 2019 00:00:00 +0100Mixed-Norm Based Broad Learning System for EEG Classification.https://doi.org/10.1109/EMBC.2019.8856666Yunfei Zheng, Xuemei Qin, Zhengkai Xi, Badong Chen: Mixed-Norm Based Broad Learning System for EEG Classification.EMBC2019: 7092-7095]]>https://dblp.org/rec/conf/embc/ZhengQXC19Tue, 01 Jan 2019 00:00:00 +0100An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder.https://doi.org/10.1109/ICASSP.2019.8682337Tianlei Wang, Xiaoping Lai, Jiuwen Cao, Chi-Man Vong, Badong Chen: An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder.ICASSP2019: 3817-3821]]>https://dblp.org/rec/conf/icassp/WangLCVC19Tue, 01 Jan 2019 00:00:00 +0100Exploring Brain Effective Connectivity in Visual Perception Using a Hierarchical Correlation Network.https://doi.org/10.1007/978-3-030-19823-7_18Si-yu Yu, Nanning Zheng, Hao Wu, Ming Du, Badong Chen: Exploring Brain Effective Connectivity in Visual Perception Using a Hierarchical Correlation Network.AIAI2019: 223-235]]>https://dblp.org/rec/conf/ifip12/YuZWDC19Tue, 01 Jan 2019 00:00:00 +0100Dual Graph Regularized Sparse Nonnegative Matrix Factorization for Data Representation.https://doi.org/10.1109/ISCAS.2019.8702585Siyuan Peng, Wee Ser, Zhiping Lin, Badong Chen: Dual Graph Regularized Sparse Nonnegative Matrix Factorization for Data Representation.ISCAS2019: 1-5]]>https://dblp.org/rec/conf/iscas/PengSLC19Tue, 01 Jan 2019 00:00:00 +0100Robust Matrix Completion via Maximum Correntropy Criterion and Half Quadratic Optimization.http://arxiv.org/abs/1903.06055Yicong He, Fei Wang, Yingsong Li, Jing Qin, Badong Chen: Robust Matrix Completion via Maximum Correntropy Criterion and Half Quadratic Optimization.CoRRabs/1903.06055 (2019)]]>https://dblp.org/rec/journals/corr/abs-1903-06055Tue, 01 Jan 2019 00:00:00 +0100Maximum Correntropy Criterion with Variable Center.http://arxiv.org/abs/1904.06501Badong Chen, Xin Wang, Yingsong Li, José C. Príncipe: Maximum Correntropy Criterion with Variable Center.CoRRabs/1904.06501 (2019)]]>https://dblp.org/rec/journals/corr/abs-1904-06501Tue, 01 Jan 2019 00:00:00 +0100Minimum Error Entropy Kalman Filter.http://arxiv.org/abs/1904.06617Badong Chen, Lujuan Dang, Yuantao Gu, Nanning Zheng, José C. Príncipe: Minimum Error Entropy Kalman Filter.CoRRabs/1904.06617 (2019)]]>https://dblp.org/rec/journals/corr/abs-1904-06617Tue, 01 Jan 2019 00:00:00 +0100Multi-Kernel Correntropy for Robust Learning.http://arxiv.org/abs/1905.10115Badong Chen, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin: Multi-Kernel Correntropy for Robust Learning.CoRRabs/1905.10115 (2019)]]>https://dblp.org/rec/journals/corr/abs-1905-10115Tue, 01 Jan 2019 00:00:00 +0100An encoding framework with brain inner state for natural image identification.http://arxiv.org/abs/1908.08807Hao Wu, Ziyu Zhu, Jiayi Wang, Nanning Zheng, Badong Chen: An encoding framework with brain inner state for natural image identification.CoRRabs/1908.08807 (2019)]]>https://dblp.org/rec/journals/corr/abs-1908-08807Tue, 01 Jan 2019 00:00:00 +0100Robust Logistic Regression against Attribute and Label Outliers via Information Theoretic Learning.http://arxiv.org/abs/1909.02707Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike: Robust Logistic Regression against Attribute and Label Outliers via Information Theoretic Learning.CoRRabs/1909.02707 (2019)]]>https://dblp.org/rec/journals/corr/abs-1909-02707Tue, 01 Jan 2019 00:00:00 +0100Asymmetric Correntropy for Robust Adaptive Filtering.http://arxiv.org/abs/1911.11855Badong Chen, Zhuang Li, Yingsong Li, Pengju Ren: Asymmetric Correntropy for Robust Adaptive Filtering.CoRRabs/1911.11855 (2019)]]>https://dblp.org/rec/journals/corr/abs-1911-11855Tue, 01 Jan 2019 00:00:00 +0100Broad Learning System Based on Maximum Correntropy Criterion.http://arxiv.org/abs/1912.11368Yunfei Zheng, Badong Chen, Shiyuan Wang, Weiqun Wang: Broad Learning System Based on Maximum Correntropy Criterion.CoRRabs/1912.11368 (2019)]]>https://dblp.org/rec/journals/corr/abs-1912-11368Tue, 01 Jan 2019 00:00:00 +0100Sparse Normalized Least Mean Absolute Deviation Algorithm Based on Unbiasedness Criterion for System Identification With Noisy Input.https://doi.org/10.1109/ACCESS.2018.2800278Wentao Ma, Ning Li, Yuanhao Li, Jiandong Duan, Badong Chen: Sparse Normalized Least Mean Absolute Deviation Algorithm Based on Unbiasedness Criterion for System Identification With Noisy Input.IEEE Access6: 14379-14388 (2018)]]>https://dblp.org/rec/journals/access/MaLLDC18Mon, 01 Jan 2018 00:00:00 +0100Sparse Recursive Least Mean p-Power Extreme Learning Machine for Regression.https://doi.org/10.1109/ACCESS.2018.2815503Jing Yang, Yi Xu, Hai-Jun Rong, Shaoyi Du, Badong Chen: Sparse Recursive Least Mean p-Power Extreme Learning Machine for Regression.IEEE Access6: 16022-16034 (2018)]]>https://dblp.org/rec/journals/access/YangXRDC18Mon, 01 Jan 2018 00:00:00 +0100Frequent Itemsets Mining With Differential Privacy Over Large-Scale Data.https://doi.org/10.1109/ACCESS.2018.2839752Xinyu Xiong, Fei Chen, Peizhi Huang, Miaomiao Tian, Xiaofang Hu, Badong Chen, Jing Qin: Frequent Itemsets Mining With Differential Privacy Over Large-Scale Data.IEEE Access6: 28877-28889 (2018)]]>https://dblp.org/rec/journals/access/XiongCHTHCQ18Mon, 01 Jan 2018 00:00:00 +0100A contralateral channel guided model for EEG based motor imagery classification.https://doi.org/10.1016/j.bspc.2017.10.012Lei Sun, Zuren Feng, Badong Chen, Na Lu: A contralateral channel guided model for EEG based motor imagery classification.Biomed. Signal Process. Control.41: 1-9 (2018)]]>https://dblp.org/rec/journals/bspc/SunFCL18Mon, 01 Jan 2018 00:00:00 +0100Deep Weighted Extreme Learning Machine.https://doi.org/10.1007/s12559-018-9602-9Tianlei Wang, Jiuwen Cao, Xiaoping Lai, Badong Chen: Deep Weighted Extreme Learning Machine.Cogn. Comput.10(6): 890-907 (2018)]]>https://dblp.org/rec/journals/cogcom/WangCLC18Mon, 01 Jan 2018 00:00:00 +0100Multivariate Correlation Entropy and Law Discovery in Large Data Sets.https://doi.org/10.1109/MIS.2018.2877282Jianji Wang, Nanning Zheng, Badong Chen, Pei Chen, Shi-tao Chen, Ziyi Liu, Fei-Yue Wang, Bao Xi: Multivariate Correlation Entropy and Law Discovery in Large Data Sets.IEEE Intell. Syst.33(5): 47-54 (2018)]]>https://dblp.org/rec/journals/expert/WangZCCCLWX18Mon, 01 Jan 2018 00:00:00 +0100Set-membership improved normalised subband adaptive filter algorithms for acoustic echo cancellation.https://doi.org/10.1049/iet-spr.2017.0131Yi Yu, Haiquan Zhao, Badong Chen: Set-membership improved normalised subband adaptive filter algorithms for acoustic echo cancellation.IET Signal Process.12(1): 42-50 (2018)]]>https://dblp.org/rec/journals/iet-spr/0002ZC18Mon, 01 Jan 2018 00:00:00 +0100Convergence analysis of nonlinear Kalman filters with novel innovation-based method.https://doi.org/10.1016/j.neucom.2018.02.001Shiyuan Wang, Wanli Wang, Badong Chen, Chi K. Tse: Convergence analysis of nonlinear Kalman filters with novel innovation-based method.Neurocomputing289: 188-194 (2018)]]>https://dblp.org/rec/journals/ijon/WangWCT18Mon, 01 Jan 2018 00:00:00 +0100Correntropy based graph regularized concept factorization for clustering.https://doi.org/10.1016/j.neucom.2018.07.049Siyuan Peng, Wee Ser, Badong Chen, Lei Sun, Zhiping Lin: Correntropy based graph regularized concept factorization for clustering.Neurocomputing316: 34-48 (2018)]]>https://dblp.org/rec/journals/ijon/PengSC0L18Mon, 01 Jan 2018 00:00:00 +0100An intelligent propagation distance estimation algorithm based on fundamental frequency energy distribution for periodic vibration localization.https://doi.org/10.1016/j.jfranklin.2017.02.011Jiuwen Cao, Tianlei Wang, Luming Shang, Xiaoping Lai, Chi-Man Vong, Badong Chen: An intelligent propagation distance estimation algorithm based on fundamental frequency energy distribution for periodic vibration localization.J. Frankl. Inst.355(4): 1539-1558 (2018)]]>https://dblp.org/rec/journals/jfi/CaoWSLVC18Mon, 01 Jan 2018 00:00:00 +0100Kernel recursive generalized mixed norm algorithm.https://doi.org/10.1016/j.jfranklin.2017.04.008Wentao Ma, Xinyu Qiu, Jiandong Duan, Yingsong Li, Badong Chen: Kernel recursive generalized mixed norm algorithm.J. Frankl. Inst.355(4): 1596-1613 (2018)]]>https://dblp.org/rec/journals/jfi/MaQDLC18Mon, 01 Jan 2018 00:00:00 +0100Exploiting the categorical reliability difference for binary classification.https://doi.org/10.1016/j.jfranklin.2017.11.024Lei Sun, Kar-Ann Toh, Badong Chen, Zhiping Lin: Exploiting the categorical reliability difference for binary classification.J. Frankl. Inst.355(4): 2022-2040 (2018)]]>https://dblp.org/rec/journals/jfi/SunTCL18Mon, 01 Jan 2018 00:00:00 +0100A novel spiking neural network of receptive field encoding with groups of neurons decision.https://doi.org/10.1631/FITEE.1700714Yongqiang Ma, Ziru Wang, Si-yu Yu, Badong Chen, Nanning Zheng, Pengju Ren: A novel spiking neural network of receptive field encoding with groups of neurons decision.Frontiers Inf. Technol. Electron. Eng.19(1): 139-150 (2018)]]>https://dblp.org/rec/journals/jzusc/MaWYCZR18Mon, 01 Jan 2018 00:00:00 +0100Chebyshev Functional Link Artificial Neural Network Based on Correntropy Induced Metric.https://doi.org/10.1007/s11063-017-9646-yWentao Ma, Jiandong Duan, Haiquan Zhao, Badong Chen: Chebyshev Functional Link Artificial Neural Network Based on Correntropy Induced Metric.Neural Process. Lett.47(1): 233-252 (2018)]]>https://dblp.org/rec/journals/npl/MaDZC18Mon, 01 Jan 2018 00:00:00 +0100Sparse Support Matrix Machine.https://doi.org/10.1016/j.patcog.2017.10.003Qingqing Zheng, Fengyuan Zhu, Jing Qin, Badong Chen, Pheng-Ann Heng: Sparse Support Matrix Machine.Pattern Recognit.76: 715-726 (2018)]]>https://dblp.org/rec/journals/pr/ZhengZQCH18Mon, 01 Jan 2018 00:00:00 +0100Mixture correntropy for robust learning.https://doi.org/10.1016/j.patcog.2018.02.010Badong Chen, Xin Wang, Na Lu, Shiyuan Wang, Jiuwen Cao, Jing Qin: Mixture correntropy for robust learning.Pattern Recognit.79: 318-327 (2018)]]>https://dblp.org/rec/journals/pr/ChenWLWCQ18Mon, 01 Jan 2018 00:00:00 +0100Correntropy Based Divided Difference Filtering for the Positioning of Ships.https://doi.org/10.3390/s18114080Xi Liu, Badong Chen, Shiyuan Wang, Shaoyi Du: Correntropy Based Divided Difference Filtering for the Positioning of Ships.Sensors18(11): 4080 (2018)]]>https://dblp.org/rec/journals/sensors/LiuCWD18Mon, 01 Jan 2018 00:00:00 +0100Bias compensated zero attracting normalized least mean square adaptive filter and its performance analysis.https://doi.org/10.1016/j.sigpro.2017.08.017Wenyuan Wang, Haiquan Zhao, Badong Chen: Bias compensated zero attracting normalized least mean square adaptive filter and its performance analysis.Signal Process.143: 94-105 (2018)]]>https://dblp.org/rec/journals/sigpro/WangZC18Mon, 01 Jan 2018 00:00:00 +0100Bias-compensated normalized maximum correntropy criterion algorithm for system identification with noisy input.https://doi.org/10.1016/j.sigpro.2018.05.029Wentao Ma, Dongqiao Zheng, Yuanhao Li, Zhiyu Zhang, Badong Chen: Bias-compensated normalized maximum correntropy criterion algorithm for system identification with noisy input.Signal Process.152: 160-164 (2018)]]>https://dblp.org/rec/journals/sigpro/MaZLZC18Mon, 01 Jan 2018 00:00:00 +0100Robust proportionate adaptive filter based on maximum correntropy criterion for sparse system identification in impulsive noise environments.https://doi.org/10.1007/s11760-017-1137-0Wentao Ma, Dongqiao Zheng, Zhiyu Zhang, Jiandong Duan, Badong Chen: Robust proportionate adaptive filter based on maximum correntropy criterion for sparse system identification in impulsive noise environments.Signal Image Video Process.12(1): 117-124 (2018)]]>https://dblp.org/rec/journals/sivp/MaZZDC18Mon, 01 Jan 2018 00:00:00 +0100Robust Matching Pursuit Extreme Learning Machines.https://doi.org/10.1155/2018/4563040Zejian Yuan, Xin Wang, Jiuwen Cao, Haiquan Zhao, Badong Chen: Robust Matching Pursuit Extreme Learning Machines.Sci. Program.2018: 4563040:1-4563040:10 (2018)]]>https://dblp.org/rec/journals/sp/YuanWCZC18Mon, 01 Jan 2018 00:00:00 +0100Reconstruction of Visual Image From Functional Magnetic Resonance Imaging Using Spiking Neuron Model.https://doi.org/10.1109/TCDS.2017.2764948Yongqiang Ma, Hao Wu, Mengjiao Zhu, Pengju Ren, Nanning Zheng, Badong Chen: Reconstruction of Visual Image From Functional Magnetic Resonance Imaging Using Spiking Neuron Model.IEEE Trans. Cogn. Dev. Syst.10(3): 624-636 (2018)]]>https://dblp.org/rec/journals/tamd/MaWZRZC18Mon, 01 Jan 2018 00:00:00 +0100Robust Constrained Adaptive Filtering Under Minimum Error Entropy Criterion.https://doi.org/10.1109/TCSII.2017.2789207Siyuan Peng, Wee Ser, Badong Chen, Lei Sun, Zhiping Lin: Robust Constrained Adaptive Filtering Under Minimum Error Entropy Criterion.IEEE Trans. Circuits Syst. II Express Briefs65-II(8): 1119-1123 (2018)]]>https://dblp.org/rec/journals/tcas/PengSCSL18Mon, 01 Jan 2018 00:00:00 +0100Random Fourier Filters Under Maximum Correntropy Criterion.https://doi.org/10.1109/TCSI.2018.2825241Shiyuan Wang, Lujuan Dang, Badong Chen, Shukai Duan, Lidan Wang, Chi K. Tse: Random Fourier Filters Under Maximum Correntropy Criterion.IEEE Trans. Circuits Syst. I Regul. Pap.65-I(10): 3390-3403 (2018)]]>https://dblp.org/rec/journals/tcas/WangDCDWT18Mon, 01 Jan 2018 00:00:00 +0100Robust Adaptive Algorithm for Smart Antenna System With α-Stable Noise.https://doi.org/10.1109/TCSII.2017.2761358Lu Lu, Haiquan Zhao, Badong Chen: Robust Adaptive Algorithm for Smart Antenna System With α-Stable Noise.IEEE Trans. Circuits Syst. II Express Briefs65-II(11): 1783-1787 (2018)]]>https://dblp.org/rec/journals/tcas/LuZC18Mon, 01 Jan 2018 00:00:00 +0100Kernel Online Learning Algorithm With Scale Adaptation.https://doi.org/10.1109/TCSII.2017.2765523Shiyuan Wang, Lujuan Dang, Badong Chen, Chengxiu Ling, Lidan Wang, Shukai Duan: Kernel Online Learning Algorithm With Scale Adaptation.IEEE Trans. Circuits Syst. II Express Briefs65-II(11): 1788-1792 (2018)]]>https://dblp.org/rec/journals/tcas/WangDCLWD18Mon, 01 Jan 2018 00:00:00 +0100Proportionate NLMS With Unbiasedness Criterion for Sparse System Identification in the Presence of Input and Output Noises.https://doi.org/10.1109/TCSII.2017.2785306Wentao Ma, Dongqiao Zheng, Xiangqian Tong, Zhiyu Zhang, Badong Chen: Proportionate NLMS With Unbiasedness Criterion for Sparse System Identification in the Presence of Input and Output Noises.IEEE Trans. Circuits Syst. II Express Briefs65-II(11): 1808-1812 (2018)]]>https://dblp.org/rec/journals/tcas/MaZTZC18Mon, 01 Jan 2018 00:00:00 +0100Robust Learning With Kernel Mean p-Power Error Loss.https://doi.org/10.1109/TCYB.2017.2727278Badong Chen, Lei Xing, Xin Wang, Jing Qin, Nanning Zheng: Robust Learning With Kernel Mean p-Power Error Loss.IEEE Trans. Cybern.48(7): 2101-2113 (2018)]]>https://dblp.org/rec/journals/tcyb/ChenXWQZ18Mon, 01 Jan 2018 00:00:00 +0100Fairness constrained diffusion adaptive power control for dense small cell network.https://doi.org/10.1007/s11235-017-0387-zZhirong Luan, Hua Qu, Ji-hong Zhao, Badong Chen, José C. Príncipe: Fairness constrained diffusion adaptive power control for dense small cell network.Telecommun. Syst.68(2): 373-384 (2018)]]>https://dblp.org/rec/journals/telsys/LuanQZCP18Mon, 01 Jan 2018 00:00:00 +0100Correntropy-Based Evolving Fuzzy Neural System.https://doi.org/10.1109/TFUZZ.2017.2719619Rong-Jing Bao, Hai-Jun Rong, Plamen P. Angelov, Badong Chen, Pak-Kin Wong: Correntropy-Based Evolving Fuzzy Neural System.IEEE Trans. Fuzzy Syst.26(3): 1324-1338 (2018)]]>https://dblp.org/rec/journals/tfs/BaoRACW18Mon, 01 Jan 2018 00:00:00 +0100Insights Into the Robustness of Minimum Error Entropy Estimation.https://doi.org/10.1109/TNNLS.2016.2636160Badong Chen, Lei Xing, Bin Xu, Haiquan Zhao, José C. Príncipe: Insights Into the Robustness of Minimum Error Entropy Estimation.IEEE Trans. Neural Networks Learn. Syst.29(3): 731-737 (2018)]]>https://dblp.org/rec/journals/tnn/ChenXXZP18Mon, 01 Jan 2018 00:00:00 +0100Online Recorded Data-Based Composite Neural Control of Strict-Feedback Systems With Application to Hypersonic Flight Dynamics.https://doi.org/10.1109/TNNLS.2017.2743784Bin Xu, Daipeng Yang, Zhongke Shi, Yongping Pan, Badong Chen, Fuchun Sun: Online Recorded Data-Based Composite Neural Control of Strict-Feedback Systems With Application to Hypersonic Flight Dynamics.IEEE Trans. Neural Networks Learn. Syst.29(8): 3839-3849 (2018)]]>https://dblp.org/rec/journals/tnn/XuYSPCS18Mon, 01 Jan 2018 00:00:00 +0100Kernel Adaptive Hammerstein Filter.https://doi.org/10.23919/EUSIPCO.2018.8553381Yunfei Zheng, Jiyao Dong, Wentao Ma, Badong Chen: Kernel Adaptive Hammerstein Filter.EUSIPCO2018: 504-508]]>https://dblp.org/rec/conf/eusipco/ZhengDMC18Mon, 01 Jan 2018 00:00:00 +0100An Incremental Self-Learning Algorithm with Robustness against Impulsive Noise.https://doi.org/10.1109/HPCC/SmartCity/DSS.2018.00264Rong-Jing Bao, Hai-Jun Rong, Jing Yang, Badong Chen: An Incremental Self-Learning Algorithm with Robustness against Impulsive Noise.HPCC/SmartCity/DSS2018: 1620-1626]]>https://dblp.org/rec/conf/hpcc/BaoR0C18Mon, 01 Jan 2018 00:00:00 +0100A Unified Framework of Random Feature KLMS Algorithms and Convergence Analysis.https://doi.org/10.1109/IJCNN.2018.8489498Jiyao Dong, Yunfei Zheng, Badong Chen: A Unified Framework of Random Feature KLMS Algorithms and Convergence Analysis.IJCNN2018: 1-8]]>https://dblp.org/rec/conf/ijcnn/DongZC18Mon, 01 Jan 2018 00:00:00 +0100Augmented Space Linear Model.https://doi.org/10.1109/IJCNN.2018.8489457Zhengda Qin, Badong Chen, Nanning Zheng, José C. Príncipe: Augmented Space Linear Model.IJCNN2018: 1-6]]>https://dblp.org/rec/conf/ijcnn/QinCZP18Mon, 01 Jan 2018 00:00:00 +0100Incremental Adaptive EEG Classification of Motor Imagery-based BCI.https://doi.org/10.1109/IJCNN.2018.8489283Hai-Jun Rong, Changjun Li, Rong-Jing Bao, Badong Chen: Incremental Adaptive EEG Classification of Motor Imagery-based BCI.IJCNN2018: 1-7]]>https://dblp.org/rec/conf/ijcnn/RongLBC18Mon, 01 Jan 2018 00:00:00 +0100Robust Locality Preserving Projection Based on Kernel Risk-Sensitive Loss.https://doi.org/10.1109/IJCNN.2018.8489225Lei Xing, Yunqi Mi, Yuanhao Li, Badong Chen: Robust Locality Preserving Projection Based on Kernel Risk-Sensitive Loss.IJCNN2018: 1-7]]>https://dblp.org/rec/conf/ijcnn/XingMLC18Mon, 01 Jan 2018 00:00:00 +0100Generalized Maximum Correntropy-Based Echo State Network for Robust Nonlinear System Identification.https://doi.org/10.1109/IJCNN.2018.8489249Changhao Zhang, Yu Guo, Fei Wang, Badong Chen: Generalized Maximum Correntropy-Based Echo State Network for Robust Nonlinear System Identification.IJCNN2018: 1-6]]>https://dblp.org/rec/conf/ijcnn/ZhangGWC18Mon, 01 Jan 2018 00:00:00 +0100Robust sparse nonnegative matrix factorization based on maximum correntropy criterion.https://doi.org/10.1109/ISCAS.2018.8351104Siyuan Peng, Wee Ser, Zhiping Lin, Badong Chen: Robust sparse nonnegative matrix factorization based on maximum correntropy criterion.ISCAS2018: 1-5]]>https://dblp.org/rec/conf/iscas/PengSLC18Mon, 01 Jan 2018 00:00:00 +0100Precise Point Set Registration Using Point-to-Plane Distance and Correntropy for LiDAR Based Localization.https://doi.org/10.1109/IVS.2018.8500525Guanglin Xu, Shaoyi Du, Dixiao Cui, Sirui Zhang, Badong Chen, Xuetao Zhang, Jianru Xue, Yue Gao: Precise Point Set Registration Using Point-to-Plane Distance and Correntropy for LiDAR Based Localization.Intelligent Vehicles Symposium2018: 734-739]]>https://dblp.org/rec/conf/ivs/XuDCZCZXG18Mon, 01 Jan 2018 00:00:00 +0100Causality Analysis based on Matrix Transfer Entropy.https://doi.org/10.1109/MLSP.2018.8517095Rongjin Ma, Badong Chen, Jianfeng Xiao, Jingli Shao: Causality Analysis based on Matrix Transfer Entropy.MLSP2018: 1-6]]>https://dblp.org/rec/conf/mlsp/MaCXS18Mon, 01 Jan 2018 00:00:00 +0100Building Correspondence Based on Matching Triangles for Partial Registration.https://doi.org/10.1109/SMC.2018.00368Yiting Xu, Shaoyi Du, Teng Wan, Yang Yang, Badong Chen, Yue Gao: Building Correspondence Based on Matching Triangles for Partial Registration.SMC2018: 2140-2145]]>https://dblp.org/rec/conf/smc/XuDWYCG18Mon, 01 Jan 2018 00:00:00 +0100Precise Point Set Registration with Color Assisted and Correntropy for 3D Reconstruction.https://doi.org/10.1109/SMC.2018.00673Teng Wan, Shaoyi Du, Yiting Xu, Guanglin Xu, Yang Yang, Yue Gao, Badong Chen: Precise Point Set Registration with Color Assisted and Correntropy for 3D Reconstruction.SMC2018: 3970-3974]]>https://dblp.org/rec/conf/smc/WanDXX0GC18Mon, 01 Jan 2018 00:00:00 +0100Augmented Space Linear Model.http://arxiv.org/abs/1802.00174Zhengda Qin, Badong Chen, Nanning Zheng, José C. Príncipe: Augmented Space Linear Model.CoRRabs/1802.00174 (2018)]]>https://dblp.org/rec/journals/corr/abs-1802-00174Mon, 01 Jan 2018 00:00:00 +0100Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links.http://arxiv.org/abs/1802.05144Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen: Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links.CoRRabs/1802.05144 (2018)]]>https://dblp.org/rec/journals/corr/abs-1802-05144Mon, 01 Jan 2018 00:00:00 +0100Remaining Useful Life Estimation of Aero-Engines with Self-Joint Prediction of Continuous and Discrete States.http://arxiv.org/abs/1807.06093Rong-Jing Bao, Hai-Jun Rong, Zhi-Xin Yang, Badong Chen: Remaining Useful Life Estimation of Aero-Engines with Self-Joint Prediction of Continuous and Discrete States.CoRRabs/1807.06093 (2018)]]>https://dblp.org/rec/journals/corr/abs-1807-06093Mon, 01 Jan 2018 00:00:00 +0100Consistency-aware Shading Orders Selective Fusion for Intrinsic Image Decomposition.http://arxiv.org/abs/1810.09706Yuanliu Liu, Ang Li, Zejian Yuan, Badong Chen, Nanning Zheng: Consistency-aware Shading Orders Selective Fusion for Intrinsic Image Decomposition.CoRRabs/1810.09706 (2018)]]>https://dblp.org/rec/journals/corr/abs-1810-09706Mon, 01 Jan 2018 00:00:00 +0100General Mixed-Norm-Based Diffusion Adaptive Filtering Algorithm for Distributed Estimation Over Network.https://doi.org/10.1109/ACCESS.2017.2651144Wentao Ma, Jiandong Duan, Weishi Man, Junli Liang, Badong Chen: General Mixed-Norm-Based Diffusion Adaptive Filtering Algorithm for Distributed Estimation Over Network.IEEE Access5: 1090-1102 (2017)]]>https://dblp.org/rec/journals/access/MaDMLC17Sun, 01 Jan 2017 00:00:00 +0100Maximum Correntropy Kalman Filter With State Constraints.https://doi.org/10.1109/ACCESS.2017.2769965Xi Liu, Badong Chen, Haiquan Zhao, Jing Qin, Jiuwen Cao: Maximum Correntropy Kalman Filter With State Constraints.IEEE Access5: 25846-25853 (2017)]]>https://dblp.org/rec/journals/access/LiuCZQC17Sun, 01 Jan 2017 00:00:00 +0100Maximum correntropy Kalman filter.https://doi.org/10.1016/j.automatica.2016.10.004Badong Chen, Xi Liu, Haiquan Zhao, José C. Príncipe: Maximum correntropy Kalman filter.Autom.76: 70-77 (2017)]]>https://dblp.org/rec/journals/automatica/ChenLZP17Sun, 01 Jan 2017 00:00:00 +0100Building Up a Robust Risk Mathematical Platform to Predict Colorectal Cancer.https://doi.org/10.1155/2017/8917258Le Zhang, Chunqiu Zheng, Tian Li, Lei Xing, Han Zeng, Tingting Li, Huan Yang, Jia Cao, Badong Chen, Ziyuan Zhou: Building Up a Robust Risk Mathematical Platform to Predict Colorectal Cancer.Complex.2017: 8917258:1-8917258:14 (2017)]]>https://dblp.org/rec/journals/complexity/ZhangZLXZLYCCZ17Sun, 01 Jan 2017 00:00:00 +0100Robust Adaptive Volterra Filter Under Maximum Correntropy Criteria in Impulsive Environments.https://doi.org/10.1007/s00034-017-0502-0Wenyuan Wang, Haiquan Zhao, Badong Chen: Robust Adaptive Volterra Filter Under Maximum Correntropy Criteria in Impulsive Environments.Circuits Syst. Signal Process.36(10): 4097-4117 (2017)]]>https://dblp.org/rec/journals/cssp/WangZC17Sun, 01 Jan 2017 00:00:00 +0100State space least p-power filter.https://doi.org/10.1016/j.dsp.2016.12.009Xi Liu, Badong Chen, Jiuwen Cao, Bin Xu, Haiquan Zhao: State space least p-power filter.Digit. Signal Process.63: 1-9 (2017)]]>https://dblp.org/rec/journals/dsp/LiuCCXZ17Sun, 01 Jan 2017 00:00:00 +0100Robust kernel adaptive filters based on mean p-power error for noisy chaotic time series prediction.https://doi.org/10.1016/j.engappai.2016.11.010Wentao Ma, Jiandong Duan, Weishi Man, Haiquan Zhao, Badong Chen: Robust kernel adaptive filters based on mean p-power error for noisy chaotic time series prediction.Eng. Appl. Artif. Intell.58: 101-110 (2017)]]>https://dblp.org/rec/journals/eaai/MaDMZC17Sun, 01 Jan 2017 00:00:00 +0100Exemplar-Guided Similarity Learning on Polynomial Kernel Feature Map for Person Re-identification.https://doi.org/10.1007/s11263-017-0991-0Dapeng Chen, Zejian Yuan, Jingdong Wang, Badong Chen, Gang Hua, Nanning Zheng: Exemplar-Guided Similarity Learning on Polynomial Kernel Feature Map for Person Re-identification.Int. J. Comput. Vis.123(3): 392-414 (2017)]]>https://dblp.org/rec/journals/ijcv/ChenYWCHZ17Sun, 01 Jan 2017 00:00:00 +0100Robust echo state networks based on correntropy induced loss function.https://doi.org/10.1016/j.neucom.2017.05.087Yu Guo, Fei Wang, Badong Chen, Jingmin Xin: Robust echo state networks based on correntropy induced loss function.Neurocomputing267: 295-303 (2017)]]>https://dblp.org/rec/journals/ijon/GuoWCX17Sun, 01 Jan 2017 00:00:00 +0100Maximum correntropy unscented filter.https://doi.org/10.1080/00207721.2016.1277407Xi Liu, Badong Chen, Bin Xu, Zongze Wu, Paul Honeine: Maximum correntropy unscented filter.Int. J. Syst. Sci.48(8): 1607-1615 (2017)]]>https://dblp.org/rec/journals/ijsysc/LiuCXWH17Sun, 01 Jan 2017 00:00:00 +0100Hybrid-augmented intelligence: collaboration and cognition.https://doi.org/10.1631/FITEE.1700053Nanning Zheng, Zi-yi Liu, Pengju Ren, Yongqiang Ma, Shi-tao Chen, Si-yu Yu, Jianru Xue, Badong Chen, Fei-Yue Wang: Hybrid-augmented intelligence: collaboration and cognition.Frontiers Inf. Technol. Electron. Eng.18(2): 153-179 (2017)]]>https://dblp.org/rec/journals/jzusc/ZhengLRMCYXCW17Sun, 01 Jan 2017 00:00:00 +0100Recursive least mean p-power Extreme Learning Machine.https://doi.org/10.1016/j.neunet.2017.04.001Jing Yang, Feng Ye, Hai-Jun Rong, Badong Chen: Recursive least mean p-power Extreme Learning Machine.Neural Networks91: 22-33 (2017)]]>https://dblp.org/rec/journals/nn/YangYRC17Sun, 01 Jan 2017 00:00:00 +0100State space maximum correntropy filter.https://doi.org/10.1016/j.sigpro.2016.06.025Xi Liu, Hua Qu, Ji-hong Zhao, Badong Chen: State space maximum correntropy filter.Signal Process.130: 152-158 (2017)]]>https://dblp.org/rec/journals/sigpro/LiuQZC17Sun, 01 Jan 2017 00:00:00 +0100Improved affine projection subband adaptive filter for high background noise environments.https://doi.org/10.1016/j.sigpro.2017.02.017Haiquan Zhao, Zongsheng Zheng, Zhongyu Wang, Badong Chen: Improved affine projection subband adaptive filter for high background noise environments.Signal Process.137: 356-362 (2017)]]>https://dblp.org/rec/journals/sigpro/ZhaoZWC17Sun, 01 Jan 2017 00:00:00 +0100Constrained maximum correntropy adaptive filtering.https://doi.org/10.1016/j.sigpro.2017.05.009Siyuan Peng, Badong Chen, Lei Sun, Wee Ser, Zhiping Lin: Constrained maximum correntropy adaptive filtering.Signal Process.140: 116-126 (2017)]]>https://dblp.org/rec/journals/sigpro/PengCSSL17Sun, 01 Jan 2017 00:00:00 +0100Maximum total correntropy adaptive filtering against heavy-tailed noises.https://doi.org/10.1016/j.sigpro.2017.05.029Fei Wang, Yicong He, Shiyuan Wang, Badong Chen: Maximum total correntropy adaptive filtering against heavy-tailed noises.Signal Process.141: 84-95 (2017)]]>https://dblp.org/rec/journals/sigpro/WangHWC17Sun, 01 Jan 2017 00:00:00 +0100A correntropy inspired variable step-size sign algorithm against impulsive noises.https://doi.org/10.1016/j.sigpro.2017.05.028Weihua Wang, Ji-hong Zhao, Hua Qu, Badong Chen: A correntropy inspired variable step-size sign algorithm against impulsive noises.Signal Process.141: 168-175 (2017)]]>https://dblp.org/rec/journals/sigpro/WangZQC17Sun, 01 Jan 2017 00:00:00 +0100Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing.https://doi.org/10.1109/TGRS.2017.2696262Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng: Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing.IEEE Trans. Geosci. Remote. Sens.55(9): 4944-4955 (2017)]]>https://dblp.org/rec/journals/tgrs/ZhuHHCZ17Sun, 01 Jan 2017 00:00:00 +0100Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets.https://doi.org/10.1109/TNNLS.2015.2504382Shengyu Nan, Lei Sun, Badong Chen, Zhiping Lin, Kar-Ann Toh: Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets.IEEE Trans. Neural Networks Learn. Syst.28(1): 94-106 (2017)]]>https://dblp.org/rec/journals/tnn/NanSCLT17Sun, 01 Jan 2017 00:00:00 +0100Disturbance Observer Based Composite Learning Fuzzy Control of Nonlinear Systems with Unknown Dead Zone.https://doi.org/10.1109/TSMC.2016.2562502Bin Xu, Fuchun Sun, Yongping Pan, Badong Chen: Disturbance Observer Based Composite Learning Fuzzy Control of Nonlinear Systems with Unknown Dead Zone.IEEE Trans. Syst. Man Cybern. Syst.47(8): 1854-1862 (2017)]]>https://dblp.org/rec/journals/tsmc/XuSPC17Sun, 01 Jan 2017 00:00:00 +0100Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering.https://doi.org/10.1109/TSP.2017.2669903Badong Chen, Lei Xing, Bin Xu, Haiquan Zhao, Nanning Zheng, José C. Príncipe: Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering.IEEE Trans. Signal Process.65(11): 2888-2901 (2017)]]>https://dblp.org/rec/journals/tsp/ChenXXZZP17Sun, 01 Jan 2017 00:00:00 +0100Quaternion least mean kurtosis algorithm for adaptive filtering of 3D and 4D signal processes.https://doi.org/10.23919/ICIF.2017.8009739Tao Chen, Badong Chen, Wentao Ma, Lei Sun: Quaternion least mean kurtosis algorithm for adaptive filtering of 3D and 4D signal processes.FUSION2017: 1-5]]>https://dblp.org/rec/conf/fusion/ChenCMS17Sun, 01 Jan 2017 00:00:00 +0100Bias-compensated normalized least mean absolute deviation algorithm with noisy input.https://doi.org/10.23919/ICIF.2017.8009740Wentao Ma, Dongqiao Zheng, Zhiyu Zhang, Badong Chen: Bias-compensated normalized least mean absolute deviation algorithm with noisy input.FUSION2017: 1-5]]>https://dblp.org/rec/conf/fusion/MaZZC17Sun, 01 Jan 2017 00:00:00 +0100Steady-state mean square performance of a sparsified kernel least mean square algorithm.https://doi.org/10.1109/ICASSP.2017.7952647Badong Chen, Zhengda Qin, Lei Sun: Steady-state mean square performance of a sparsified kernel least mean square algorithm.ICASSP2017: 2701-2705]]>https://dblp.org/rec/conf/icassp/ChenQS17Sun, 01 Jan 2017 00:00:00 +0100Kernel least mean square based on conjugate gradient.https://doi.org/10.1109/ICASSP.2017.7952666Siyuan Peng, Zongze Wu, Wentao Ma, Badong Chen: Kernel least mean square based on conjugate gradient.ICASSP2017: 2796-2800]]>https://dblp.org/rec/conf/icassp/PengWMC17Sun, 01 Jan 2017 00:00:00 +0100Random fourier feature kernel recursive least squares.https://doi.org/10.1109/IJCNN.2017.7966212Zhengda Qin, Badong Chen, Nanning Zheng: Random fourier feature kernel recursive least squares.IJCNN2017: 2881-2886]]>https://dblp.org/rec/conf/ijcnn/QinCZ17Sun, 01 Jan 2017 00:00:00 +0100Correntropy induced metric based common spatial patterns.https://doi.org/10.1109/MLSP.2017.8168132Jiyao Dong, Badong Chen, Na Lu, Haixian Wang, Nanning Zheng: Correntropy induced metric based common spatial patterns.MLSP2017: 1-6]]>https://dblp.org/rec/conf/mlsp/DongCLWZ17Sun, 01 Jan 2017 00:00:00 +0100Robust 2D point set matching with Kernel mean P-power error loss.https://doi.org/10.1109/SMC.2017.8122894Yang Yang, Weile Chen, Badong Chen, Shaoyi Du, Lei Xiong: Robust 2D point set matching with Kernel mean P-power error loss.SMC2017: 1898-1902]]>https://dblp.org/rec/conf/smc/YangCCDX17Sun, 01 Jan 2017 00:00:00 +0100Brain Inspired Cognitive Model with Attention for Self-Driving Cars.http://arxiv.org/abs/1702.05596Shi-tao Chen, Songyi Zhang, Jinghao Shang, Badong Chen, Nanning Zheng: Brain Inspired Cognitive Model with Attention for Self-Driving Cars.CoRRabs/1702.05596 (2017)]]>https://dblp.org/rec/journals/corr/ChenZSCZ17Sun, 01 Jan 2017 00:00:00 +0100Maximum Correntropy Adaptive Filtering Approach for Robust Compressive Sensing Reconstruction.http://arxiv.org/abs/1706.03226Yicong He, Fei Wang, Shiyuan Wang, Jiuwen Cao, Badong Chen: Maximum Correntropy Adaptive Filtering Approach for Robust Compressive Sensing Reconstruction.CoRRabs/1706.03226 (2017)]]>https://dblp.org/rec/journals/corr/HeWWCC17Sun, 01 Jan 2017 00:00:00 +0100Associations among Image Assessments as Cost Functions in Linear Decomposition: MSE, SSIM, and Correlation Coefficient.http://arxiv.org/abs/1708.01541Jianji Wang, Nanning Zheng, Badong Chen, José C. Príncipe: Associations among Image Assessments as Cost Functions in Linear Decomposition: MSE, SSIM, and Correlation Coefficient.CoRRabs/1708.01541 (2017)]]>https://dblp.org/rec/journals/corr/abs-1708-01541Sun, 01 Jan 2017 00:00:00 +0100Quantized Minimum Error Entropy Criterion.http://arxiv.org/abs/1710.04089Badong Chen, Lei Xing, Nanning Zheng, José C. Príncipe: Quantized Minimum Error Entropy Criterion.CoRRabs/1710.04089 (2017)]]>https://dblp.org/rec/journals/corr/abs-1710-04089Sun, 01 Jan 2017 00:00:00 +0100Diffusion Adaptation Framework for Compressive Sensing Reconstruction.http://arxiv.org/abs/1712.00703Yicong He, Fei Wang, Shiyuan Wang, Badong Chen: Diffusion Adaptation Framework for Compressive Sensing Reconstruction.CoRRabs/1712.00703 (2017)]]>https://dblp.org/rec/journals/corr/abs-1712-00703Sun, 01 Jan 2017 00:00:00 +0100A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections.http://arxiv.org/abs/1712.01668Si-yu Yu, Nanning Zheng, Yongqiang Ma, Hao Wu, Badong Chen: A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections.CoRRabs/1712.01668 (2017)]]>https://dblp.org/rec/journals/corr/abs-1712-01668Sun, 01 Jan 2017 00:00:00 +0100Improved functional link artificial neural network via convex combination for nonlinear active noise control.https://doi.org/10.1016/j.asoc.2016.01.051Haiquan Zhao, Xiangping Zeng, Zhengyou He, Shujian Yu, Badong Chen: Improved functional link artificial neural network via convex combination for nonlinear active noise control.Appl. Soft Comput.42: 351-359 (2016)]]>https://dblp.org/rec/journals/asc/ZhaoZHYC16Fri, 01 Jan 2016 00:00:00 +0100Sparse Least Logarithmic Absolute Difference Algorithm with Correntropy-Induced Metric Penalty.https://doi.org/10.1007/s00034-015-0098-1Wentao Ma, Badong Chen, Haiquan Zhao, Guan Gui, Jiandong Duan, José C. Príncipe: Sparse Least Logarithmic Absolute Difference Algorithm with Correntropy-Induced Metric Penalty.Circuits Syst. Signal Process.35(3): 1077-1089 (2016)]]>https://dblp.org/rec/journals/cssp/MaCZGDP16Fri, 01 Jan 2016 00:00:00 +0100A New Normalized Subband Adaptive Filter Algorithm with Individual Variable Step Sizes.https://doi.org/10.1007/s00034-015-0112-7Yi Yu, Haiquan Zhao, Badong Chen: A New Normalized Subband Adaptive Filter Algorithm with Individual Variable Step Sizes.Circuits Syst. Signal Process.35(4): 1407-1418 (2016)]]>https://dblp.org/rec/journals/cssp/YuZC16Fri, 01 Jan 2016 00:00:00 +0100A Novel Normalized Sign Algorithm for System Identification Under Impulsive Noise Interference.https://doi.org/10.1007/s00034-015-0195-1Lu Lu, Haiquan Zhao, Kan Li, Badong Chen: A Novel Normalized Sign Algorithm for System Identification Under Impulsive Noise Interference.Circuits Syst. Signal Process.35(9): 3244-3265 (2016)]]>https://dblp.org/rec/journals/cssp/LuZLC16Fri, 01 Jan 2016 00:00:00 +0100Two Improved Normalized Subband Adaptive Filter Algorithms with Good Robustness Against Impulsive Interferences.https://doi.org/10.1007/s00034-016-0289-4Yi Yu, Haiquan Zhao, Badong Chen, Zhengyou He: Two Improved Normalized Subband Adaptive Filter Algorithms with Good Robustness Against Impulsive Interferences.Circuits Syst. Signal Process.35(12): 4607-4619 (2016)]]>https://dblp.org/rec/journals/cssp/YuZCH16Fri, 01 Jan 2016 00:00:00 +0100Diffusion maximum correntropy criterion algorithms for robust distributed estimation.https://doi.org/10.1016/j.dsp.2016.07.009Wentao Ma, Badong Chen, Jiandong Duan, Haiquan Zhao: Diffusion maximum correntropy criterion algorithms for robust distributed estimation.Digit. Signal Process.58: 10-19 (2016)]]>https://dblp.org/rec/journals/dsp/MaCDZ16Fri, 01 Jan 2016 00:00:00 +0100Self-organizing kernel adaptive filtering.https://doi.org/10.1186/s13634-016-0406-3Songlin Zhao, Badong Chen, Zheng Cao, Pingping Zhu, José C. Príncipe: Self-organizing kernel adaptive filtering.EURASIP J. Adv. Signal Process.2016: 106 (2016)]]>https://dblp.org/rec/journals/ejasp/ZhaoCCZP16Fri, 01 Jan 2016 00:00:00 +0100Insights into Entropy as a Measure of Multivariate Variability.https://doi.org/10.3390/e18050196Badong Chen, Jianji Wang, Haiquan Zhao, José C. Príncipe: Insights into Entropy as a Measure of Multivariate Variability.Entropy18(5): 196 (2016)]]>https://dblp.org/rec/journals/entropy/ChenWZP16Fri, 01 Jan 2016 00:00:00 +0100Correntropy induced joint power and admission control algorithm for dense small cell network.https://doi.org/10.1049/iet-com.2016.0156Zhirong Luan, Hua Qu, Ji-hong Zhao, Badong Chen, José C. Príncipe: Correntropy induced joint power and admission control algorithm for dense small cell network.IET Commun.10(16): 2154-2161 (2016)]]>https://dblp.org/rec/journals/iet-com/LuanQZCP16Fri, 01 Jan 2016 00:00:00 +0100Kernel least mean square with adaptive kernel size.https://doi.org/10.1016/j.neucom.2016.01.004Badong Chen, Junli Liang, Nanning Zheng, José C. Príncipe: Kernel least mean square with adaptive kernel size.Neurocomputing191: 95-106 (2016)]]>https://dblp.org/rec/journals/ijon/ChenLZP16Fri, 01 Jan 2016 00:00:00 +0100Collaborative adaptive Volterra filters for nonlinear system identification in α-stable noise environments.https://doi.org/10.1016/j.jfranklin.2016.08.025Lu Lu, Haiquan Zhao, Badong Chen: Collaborative adaptive Volterra filters for nonlinear system identification in α-stable noise environments.J. Frankl. Inst.353(17): 4500-4525 (2016)]]>https://dblp.org/rec/journals/jfi/LuZC16Fri, 01 Jan 2016 00:00:00 +0100Sparse normalized subband adaptive filter algorithm with l0-norm constraint.https://doi.org/10.1016/j.jfranklin.2016.09.022Yi Yu, Haiquan Zhao, Badong Chen: Sparse normalized subband adaptive filter algorithm with l0-norm constraint.J. Frankl. Inst.353(18): 5121-5136 (2016)]]>https://dblp.org/rec/journals/jfi/YuZC16Fri, 01 Jan 2016 00:00:00 +0100Efficient and robust deep learning with Correntropy-induced loss function.https://doi.org/10.1007/s00521-015-1916-xLiangjun Chen, Hua Qu, Ji-hong Zhao, Badong Chen, José Carlos Príncipe: Efficient and robust deep learning with Correntropy-induced loss function.Neural Comput. Appl.27(4): 1019-1031 (2016)]]>https://dblp.org/rec/journals/nca/ChenQZCP16Fri, 01 Jan 2016 00:00:00 +0100A robust band-dependent variable step size NSAF algorithm against impulsive noises.https://doi.org/10.1016/j.sigpro.2015.07.028Yi Yu, Haiquan Zhao, Zhengyou He, Badong Chen: A robust band-dependent variable step size NSAF algorithm against impulsive noises.Signal Process.119: 203-208 (2016)]]>https://dblp.org/rec/journals/sigpro/YuZHC16Fri, 01 Jan 2016 00:00:00 +0100Steady-state mean-square-deviation analysis of the sign subband adaptive filter algorithm.https://doi.org/10.1016/j.sigpro.2015.08.007Yi Yu, Haiquan Zhao, Badong Chen: Steady-state mean-square-deviation analysis of the sign subband adaptive filter algorithm.Signal Process.120: 36-42 (2016)]]>https://dblp.org/rec/journals/sigpro/YuZC16Fri, 01 Jan 2016 00:00:00 +0100Robust MIMO radar target localization via nonconvex optimization.https://doi.org/10.1016/j.sigpro.2015.11.004Junli Liang, Dong Wang, Li Su, Badong Chen, Hing-Cheung Chen, Hing Cheung So: Robust MIMO radar target localization via nonconvex optimization.Signal Process.122: 33-38 (2016)]]>https://dblp.org/rec/journals/sigpro/LiangWSCCS16Fri, 01 Jan 2016 00:00:00 +0100Convex regularized recursive maximum correntropy algorithm.https://doi.org/10.1016/j.sigpro.2016.05.030Xie Zhang, Kaixin Li, Zongze Wu, Yuli Fu, Haiquan Zhao, Badong Chen: Convex regularized recursive maximum correntropy algorithm.Signal Process.129: 12-16 (2016)]]>https://dblp.org/rec/journals/sigpro/ZhangLWFZC16Fri, 01 Jan 2016 00:00:00 +0100Sparse least mean p-power algorithms for channel estimation in the presence of impulsive noise.https://doi.org/10.1007/s11760-015-0757-5Wentao Ma, Badong Chen, Hua Qu, Ji-hong Zhao: Sparse least mean p-power algorithms for channel estimation in the presence of impulsive noise.Signal Image Video Process.10(3): 503-510 (2016)]]>https://dblp.org/rec/journals/sivp/MaCQZ16Fri, 01 Jan 2016 00:00:00 +0100Improved-Variable-Forgetting-Factor Recursive Algorithm Based on the Logarithmic Cost for Volterra System Identification.https://doi.org/10.1109/TCSII.2016.2531159Lu Lu, Haiquan Zhao, Badong Chen: Improved-Variable-Forgetting-Factor Recursive Algorithm Based on the Logarithmic Cost for Volterra System Identification.IEEE Trans. Circuits Syst. II Express Briefs63-II(6): 588-592 (2016)]]>https://dblp.org/rec/journals/tcas/LuZC16Fri, 01 Jan 2016 00:00:00 +0100Decentralized Dimensionality Reduction for Distributed Tensor Data Across Sensor Networks.https://doi.org/10.1109/TNNLS.2015.2469100Junli Liang, Guoyang Yu, Badong Chen, Minghua Zhao: Decentralized Dimensionality Reduction for Distributed Tensor Data Across Sensor Networks.IEEE Trans. Neural Networks Learn. Syst.27(11): 2174-2186 (2016)]]>https://dblp.org/rec/journals/tnn/LiangYCZ16Fri, 01 Jan 2016 00:00:00 +0100Generalized Correntropy for Robust Adaptive Filtering.https://doi.org/10.1109/TSP.2016.2539127Badong Chen, Lei Xing, Haiquan Zhao, Nanning Zheng, José C. Príncipe: Generalized Correntropy for Robust Adaptive Filtering.IEEE Trans. Signal Process.64(13): 3376-3387 (2016)]]>https://dblp.org/rec/journals/tsp/ChenXZZP16Fri, 01 Jan 2016 00:00:00 +0100Low Complexity Distributed Max-Throughput Algorithm for User Association in Heterogeneous Network.https://doi.org/10.1007/s11277-015-3045-3Zhirong Luan, Hua Qu, Ji-hong Zhao, Badong Chen: Low Complexity Distributed Max-Throughput Algorithm for User Association in Heterogeneous Network.Wirel. Pers. Commun.87(4): 1147-1156 (2016)]]>https://dblp.org/rec/journals/wpc/LuanQZC16Fri, 01 Jan 2016 00:00:00 +0100Developing a robust colorectal cancer (CRC) risk predictive model with the big genetic and environment related CRC data.https://doi.org/10.1109/BIBM.2016.7822806Chunqiu Zheng, Lei Xing, Tian Li, Tingting Li, Huan Yang, Jia Cao, Badong Chen, Ziyuan Zhou, Le Zhang: Developing a robust colorectal cancer (CRC) risk predictive model with the big genetic and environment related CRC data.BIBM2016: 1885-1893]]>https://dblp.org/rec/conf/bibm/ZhengXLLYCCZZ16Fri, 01 Jan 2016 00:00:00 +0100Similarity Learning with Spatial Constraints for Person Re-identification.https://doi.org/10.1109/CVPR.2016.142Dapeng Chen, Zejian Yuan, Badong Chen, Nanning Zheng: Similarity Learning with Spatial Constraints for Person Re-identification.CVPR2016: 1268-1277]]>https://dblp.org/rec/conf/cvpr/ChenYCZ16Fri, 01 Jan 2016 00:00:00 +0100Kernel adaptive filtering subject to equality function constraints.https://doi.org/10.1109/EUSIPCO.2016.7760198Badong Chen, Zhengda Qin, Nanning Zheng, José C. Príncipe: Kernel adaptive filtering subject to equality function constraints.EUSIPCO2016: 1-5]]>https://dblp.org/rec/conf/eusipco/ChenQZP16Fri, 01 Jan 2016 00:00:00 +0100A parameter-free Cauchy-Schwartz information measure for independent component analysis.https://doi.org/10.1109/ICASSP.2016.7472132Lei Sun, Badong Chen, Kar-Ann Toh, Zhiping Lin: A parameter-free Cauchy-Schwartz information measure for independent component analysis.ICASSP2016: 2524-2528]]>https://dblp.org/rec/conf/icassp/SunCTL16Fri, 01 Jan 2016 00:00:00 +0100Sex Difference of Saccade Patterns in Emotional Facial Expression Recognition.https://doi.org/10.1007/978-981-10-5230-9_16Yaohui Han, Badong Chen, Xuetao Zhang: Sex Difference of Saccade Patterns in Emotional Facial Expression Recognition.ICCSIP2016: 144-154]]>https://dblp.org/rec/conf/iccsip/HanCZ16Fri, 01 Jan 2016 00:00:00 +0100Adaptive convex combination filter under minimum error entropy criterion.https://doi.org/10.1109/ICDSP.2016.7868512Siyuan Peng, Zongze Wu, Yajing Zhou, Badong Chen: Adaptive convex combination filter under minimum error entropy criterion.DSP2016: 44-48]]>https://dblp.org/rec/conf/icdsp/PengWZC16Fri, 01 Jan 2016 00:00:00 +0100Multiple adaptive kernel size KLMS for Beijing PM2.5 prediction.https://doi.org/10.1109/IJCNN.2016.7727362Zheng Cao, Shujian Yu, Guibiao Xu, Badong Chen, José C. Príncipe: Multiple adaptive kernel size KLMS for Beijing PM2.5 prediction.IJCNN2016: 1403-1407]]>https://dblp.org/rec/conf/ijcnn/CaoYXCP16Fri, 01 Jan 2016 00:00:00 +0100A dictionary based survival error compensation for robust adaptive filtering.https://doi.org/10.1109/IJCNN.2016.7727363Lei Sun, Badong Chen, Jie Yang, Ronghua Zhou, Qing Nie, Aihua Wang: A dictionary based survival error compensation for robust adaptive filtering.IJCNN2016: 1408-1414]]>https://dblp.org/rec/conf/ijcnn/SunCYZNW16Fri, 01 Jan 2016 00:00:00 +0100ADMM for maximum correntropy criterion.https://doi.org/10.1109/IJCNN.2016.7727365Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng: ADMM for maximum correntropy criterion.IJCNN2016: 1420-1427]]>https://dblp.org/rec/conf/ijcnn/ZhuHHCZ16Fri, 01 Jan 2016 00:00:00 +0100Extended Kalman filter under maximum correntropy criterion.https://doi.org/10.1109/IJCNN.2016.7727408Xi Liu, Hua Qu, Ji-hong Zhao, Badong Chen: Extended Kalman filter under maximum correntropy criterion.IJCNN2016: 1733-1737]]>https://dblp.org/rec/conf/ijcnn/LiuQZC16Fri, 01 Jan 2016 00:00:00 +0100Kernel adaptive filtering under generalized Maximum Correntropy Criterion.https://doi.org/10.1109/IJCNN.2016.7727409Yicong He, Fei Wang, Jing Yang, Hai-Jun Rong, Badong Chen: Kernel adaptive filtering under generalized Maximum Correntropy Criterion.IJCNN2016: 1738-1745]]>https://dblp.org/rec/conf/ijcnn/HeWYRC16Fri, 01 Jan 2016 00:00:00 +0100Least mean p-power extreme learning machine for obstacle avoidance of a mobile robot.https://doi.org/10.1109/IJCNN.2016.7727441Jing Yang, Pengpeng Chen, Hai-Jun Rong, Badong Chen: Least mean p-power extreme learning machine for obstacle avoidance of a mobile robot.IJCNN2016: 1968-1976]]>https://dblp.org/rec/conf/ijcnn/YangCRC16Fri, 01 Jan 2016 00:00:00 +0100Density-dependent quantized kernel least mean square.https://doi.org/10.1109/IJCNN.2016.7727657Bao Xi, Lei Sun, Badong Chen, Jianji Wang, Nanning Zheng, José C. Príncipe: Density-dependent quantized kernel least mean square.IJCNN2016: 3564-3569]]>https://dblp.org/rec/conf/ijcnn/XiSCWZP16Fri, 01 Jan 2016 00:00:00 +0100A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm.https://doi.org/10.1109/ISCAS.2016.7527216Qihang Yu, Yongqiang Ma, Badong Chen, José Carlos Príncipe, Nanning Zheng, Pengju Ren: A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm.ISCAS2016: 245-248]]>https://dblp.org/rec/conf/iscas/YuMCPZR16Fri, 01 Jan 2016 00:00:00 +0100Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing.http://arxiv.org/abs/1602.01729Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng: Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing.CoRRabs/1602.01729 (2016)]]>https://dblp.org/rec/journals/corr/ZhuHHCZ16Fri, 01 Jan 2016 00:00:00 +0100KLMAT: A Kernel Least Mean Absolute Third Algorithm.http://arxiv.org/abs/1603.03564Lu Lu, Haiquan Zhao, Badong Chen: KLMAT: A Kernel Least Mean Absolute Third Algorithm.CoRRabs/1603.03564 (2016)]]>https://dblp.org/rec/journals/corr/LuZC16Fri, 01 Jan 2016 00:00:00 +0100Robust Learning with Kernel Mean p-Power Error Loss.http://arxiv.org/abs/1612.07019Badong Chen, Lei Xing, Xin Wang, Jing Qin, Nanning Zheng: Robust Learning with Kernel Mean p-Power Error Loss.CoRRabs/1612.07019 (2016)]]>https://dblp.org/rec/journals/corr/ChenXWQZ16Fri, 01 Jan 2016 00:00:00 +0100Universal Approximation with Convex Optimization: Gimmick or Reality? [Discussion Forum].https://doi.org/10.1109/MCI.2015.2405352José C. Príncipe, Badong Chen: Universal Approximation with Convex Optimization: Gimmick or Reality? [Discussion Forum].IEEE Comput. Intell. Mag.10(2): 68-77 (2015)]]>https://dblp.org/rec/journals/cim/PrincipeC15Thu, 01 Jan 2015 00:00:00 +0100Sparseness-Controlled Proportionate Affine Projection Sign Algorithms for Acoustic Echo Cancellation.https://doi.org/10.1007/s00034-015-0040-6Yi Yu, Haiquan Zhao, Badong Chen: Sparseness-Controlled Proportionate Affine Projection Sign Algorithms for Acoustic Echo Cancellation.Circuits Syst. Signal Process.34(12): 3933-3948 (2015)]]>https://dblp.org/rec/journals/cssp/YuZC15Thu, 01 Jan 2015 00:00:00 +0100Smoothed least mean p-power error criterion for adaptive filtering.https://doi.org/10.1016/j.dsp.2015.02.009Badong Chen, Lei Xing, Zongze Wu, Junli Liang, José C. Príncipe, Nanning Zheng: Smoothed least mean p-power error criterion for adaptive filtering.Digit. Signal Process.40: 154-163 (2015)]]>https://dblp.org/rec/journals/dsp/ChenXWLPZ15Thu, 01 Jan 2015 00:00:00 +0100Adaptive recursive algorithm with logarithmic transformation for nonlinear system identification in α-stable noise.https://doi.org/10.1016/j.dsp.2015.08.004Haiquan Zhao, Lu Lu, Zhengyou He, Badong Chen: Adaptive recursive algorithm with logarithmic transformation for nonlinear system identification in α-stable noise.Digit. Signal Process.46: 120-132 (2015)]]>https://dblp.org/rec/journals/dsp/ZhaoLHC15Thu, 01 Jan 2015 00:00:00 +0100Minimum Error Entropy Algorithms with Sparsity Penalty Constraints.https://doi.org/10.3390/e17053419Zongze Wu, Siyuan Peng, Wentao Ma, Badong Chen, José C. Príncipe: Minimum Error Entropy Algorithms with Sparsity Penalty Constraints.Entropy17(5): 3419-3437 (2015)]]>https://dblp.org/rec/journals/entropy/WuPMCP15Thu, 01 Jan 2015 00:00:00 +0100Convergence of a Fixed-Point Minimum Error Entropy Algorithm.https://doi.org/10.3390/e17085549Yu Zhang, Badong Chen, Xi Liu, Zejian Yuan, José C. Príncipe: Convergence of a Fixed-Point Minimum Error Entropy Algorithm.Entropy17(8): 5549-5560 (2015)]]>https://dblp.org/rec/journals/entropy/ZhangCLYP15Thu, 01 Jan 2015 00:00:00 +0100Proportionate Minimum Error Entropy Algorithm for Sparse System Identification.https://doi.org/10.3390/e17095995Zongze Wu, Siyuan Peng, Badong Chen, Haiquan Zhao, José C. Príncipe: Proportionate Minimum Error Entropy Algorithm for Sparse System Identification.Entropy17(9): 5995-6006 (2015)]]>https://dblp.org/rec/journals/entropy/WuPCZP15Thu, 01 Jan 2015 00:00:00 +0100Robust Hammerstein Adaptive Filtering under Maximum Correntropy Criterion.https://doi.org/10.3390/e17107149Zongze Wu, Siyuan Peng, Badong Chen, Haiquan Zhao: Robust Hammerstein Adaptive Filtering under Maximum Correntropy Criterion.Entropy17(10): 7149-7166 (2015)]]>https://dblp.org/rec/journals/entropy/WuPCZ15Thu, 01 Jan 2015 00:00:00 +0100Sequential extreme learning machine incorporating survival error potential.https://doi.org/10.1016/j.neucom.2014.12.029Lei Sun, Badong Chen, Kar-Ann Toh, Zhiping Lin: Sequential extreme learning machine incorporating survival error potential.Neurocomputing155: 194-204 (2015)]]>https://dblp.org/rec/journals/ijon/SunCTL15Thu, 01 Jan 2015 00:00:00 +0100Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments.https://doi.org/10.1016/j.jfranklin.2015.03.039Wentao Ma, Hua Qu, Guan Gui, Li Xu, Ji-hong Zhao, Badong Chen: Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments.J. Frankl. Inst.352(7): 2708-2727 (2015)]]>https://dblp.org/rec/journals/jfi/MaQG0ZC15Thu, 01 Jan 2015 00:00:00 +0100Kernel recursive maximum correntropy.https://doi.org/10.1016/j.sigpro.2015.04.024Zongze Wu, Jiahao Shi, Xie Zhang, Wentao Ma, Badong Chen: Kernel recursive maximum correntropy.Signal Process.117: 11-16 (2015)]]>https://dblp.org/rec/journals/sigpro/WuSZMC15Thu, 01 Jan 2015 00:00:00 +0100Convergence of a Fixed-Point Algorithm under Maximum Correntropy Criterion.https://doi.org/10.1109/LSP.2015.2428713Badong Chen, Jianji Wang, Haiquan Zhao, Nanning Zheng, José C. Príncipe: Convergence of a Fixed-Point Algorithm under Maximum Correntropy Criterion.IEEE Signal Process. Lett.22(10): 1723-1727 (2015)]]>https://dblp.org/rec/journals/spl/ChenWZZP15Thu, 01 Jan 2015 00:00:00 +0100A 128-way FPGA platform for the acceleration of KLMS algorithm.https://doi.org/10.1109/ASPDAC.2015.7058925Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren: A 128-way FPGA platform for the acceleration of KLMS algorithm.ASP-DAC2015: 18-19]]>https://dblp.org/rec/conf/aspdac/RenYCZR15Thu, 01 Jan 2015 00:00:00 +0100A real-time permutation entropy computation for EEG signals.https://doi.org/10.1109/ASPDAC.2015.7058926Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren: A real-time permutation entropy computation for EEG signals.ASP-DAC2015: 20-21]]>https://dblp.org/rec/conf/aspdac/RenYCZR15aThu, 01 Jan 2015 00:00:00 +0100Long-term scalp epileptic EEG quantification with GMA dynamics.https://doi.org/10.1109/EMBC.2015.7318996Hong Ji, Mehrnaz Khodam Hazrati, Badong Chen, Yonghong Liu, Andreas Keil, José C. Príncipe: Long-term scalp epileptic EEG quantification with GMA dynamics.EMBC2015: 2892-2895]]>https://dblp.org/rec/conf/embc/JiHCLKP15Thu, 01 Jan 2015 00:00:00 +0100Sparsity aware minimum error entropy algorithms.https://doi.org/10.1109/ICASSP.2015.7178357Wentao Ma, Hua Qu, Ji-hong Zhao, Badong Chen, José C. Príncipe: Sparsity aware minimum error entropy algorithms.ICASSP2015: 2179-2183]]>https://dblp.org/rec/conf/icassp/MaQZCP15Thu, 01 Jan 2015 00:00:00 +0100Illumination Robust Color Naming via Label Propagation.https://doi.org/10.1109/ICCV.2015.78Yuanliu Liu, Zejian Yuan, Badong Chen, Jianru Xue, Nanning Zheng: Illumination Robust Color Naming via Label Propagation.ICCV2015: 621-629]]>https://dblp.org/rec/conf/iccv/LiuYCXZ15Thu, 01 Jan 2015 00:00:00 +0100Robust adaptive sparse channel estimation in the presence of impulsive noises.https://doi.org/10.1109/ICDSP.2015.7251950Guan Gui, Li Xu, Wentao Ma, Badong Chen: Robust adaptive sparse channel estimation in the presence of impulsive noises.DSP2015: 628-632]]>https://dblp.org/rec/conf/icdsp/GuiXMC15Thu, 01 Jan 2015 00:00:00 +0100Sparsity aware normalized least mean p-power algorithms with correntropy induced metric penalty.https://doi.org/10.1109/ICDSP.2015.7251952Wentao Ma, Hua Qu, Ji-hong Zhao, Badong Chen, Guan Gui: Sparsity aware normalized least mean p-power algorithms with correntropy induced metric penalty.DSP2015: 638-642]]>https://dblp.org/rec/conf/icdsp/MaQZCG15Thu, 01 Jan 2015 00:00:00 +0100Trimmed diffusion least mean squares for distributed estimation.https://doi.org/10.1109/ICDSP.2015.7251953Hong Ji, Xiaohan Yang, Badong Chen: Trimmed diffusion least mean squares for distributed estimation.DSP2015: 643-646]]>https://dblp.org/rec/conf/icdsp/JiYC15Thu, 01 Jan 2015 00:00:00 +0100A reconfigurable parallel FPGA accelerator for the kernel affine projection algorithm.https://doi.org/10.1109/ICDSP.2015.7252008Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren: A reconfigurable parallel FPGA accelerator for the kernel affine projection algorithm.DSP2015: 906-910]]>https://dblp.org/rec/conf/icdsp/RenYCZR15Thu, 01 Jan 2015 00:00:00 +0100A dictionary updating scheme incorporating words elimination into Quantized Kernel Least-Mean-Squares for changing environments.https://doi.org/10.1109/ICDSP.2015.7252009Lei Sun, Badong Chen, Shengyu Nan, Zhiping Lin, Kar-Ann Toh: A dictionary updating scheme incorporating words elimination into Quantized Kernel Least-Mean-Squares for changing environments.DSP2015: 911-915]]>https://dblp.org/rec/conf/icdsp/SunCNLT15Thu, 01 Jan 2015 00:00:00 +0100An adaptive kernel width update method of correntropy for channel estimation.https://doi.org/10.1109/ICDSP.2015.7252010Weihua Wang, Ji-hong Zhao, Hua Qu, Badong Chen, José C. Príncipe: An adaptive kernel width update method of correntropy for channel estimation.DSP2015: 916-920]]>https://dblp.org/rec/conf/icdsp/WangZQCP15Thu, 01 Jan 2015 00:00:00 +0100Risk-sensitive loss in kernel space for robust adaptive filtering.https://doi.org/10.1109/ICDSP.2015.7252011Badong Chen, Ren Wang: Risk-sensitive loss in kernel space for robust adaptive filtering.DSP2015: 921-925]]>https://dblp.org/rec/conf/icdsp/ChenW15Thu, 01 Jan 2015 00:00:00 +0100Exponential C-Loss for data fitting.https://doi.org/10.1109/IJCNN.2015.7280708Badong Chen, Ren Wang, Nanning Zheng, José C. Príncipe: Exponential C-Loss for data fitting.IJCNN2015: 1-6]]>https://dblp.org/rec/conf/ijcnn/ChenWZP15Thu, 01 Jan 2015 00:00:00 +0100On initial convergence behavior of the kernel least mean square algorithm.https://doi.org/10.1109/IJCNN.2015.7280710Badong Chen, Ren Wang, Nanning Zheng, José C. Príncipe: On initial convergence behavior of the kernel least mean square algorithm.IJCNN2015: 1-5]]>https://dblp.org/rec/conf/ijcnn/ChenWZP15aThu, 01 Jan 2015 00:00:00 +0100A variable step-size adaptive algorithm under maximum correntropy criterion.https://doi.org/10.1109/IJCNN.2015.7280711Ren Wang, Badong Chen, Nanning Zheng, José C. Príncipe: A variable step-size adaptive algorithm under maximum correntropy criterion.IJCNN2015: 1-5]]>https://dblp.org/rec/conf/ijcnn/WangCZP15Thu, 01 Jan 2015 00:00:00 +0100A switch kernel width method of correntropy for channel estimation.https://doi.org/10.1109/IJCNN.2015.7280632Weihua Wang, Ji-hong Zhao, Hua Qu, Badong Chen, José C. Príncipe: A switch kernel width method of correntropy for channel estimation.IJCNN2015: 1-7]]>https://dblp.org/rec/conf/ijcnn/WangZQCP15Thu, 01 Jan 2015 00:00:00 +0100fMRI Visual Image Reconstruction Using Sparse Logistic Regression with a Tunable Regularization Parameter.https://doi.org/10.1007/978-3-319-25159-2_77Hao Wu, Jiayi Wang, Badong Chen, Nanning Zheng: fMRI Visual Image Reconstruction Using Sparse Logistic Regression with a Tunable Regularization Parameter.KSEM2015: 825-830]]>https://dblp.org/rec/conf/ksem/WuWCZ15Thu, 01 Jan 2015 00:00:00 +0100Theoretical Methods in Machine Learning.https://doi.org/10.1007/978-3-662-43505-2_30Badong Chen, Weifeng Liu, José C. Príncipe: Theoretical Methods in Machine Learning.Handbook of Computational Intelligence2015: 523-543]]>https://dblp.org/rec/reference/sp/ChenLP15Thu, 01 Jan 2015 00:00:00 +0100Robust Adaptive Sparse Channel Estimation in the Presence of Impulsive Noises.http://arxiv.org/abs/1502.05484Guan Gui, Li Xu, Wentao Ma, Badong Chen: Robust Adaptive Sparse Channel Estimation in the Presence of Impulsive Noises.CoRRabs/1502.05484 (2015)]]>https://dblp.org/rec/journals/corr/GuiXMC15Thu, 01 Jan 2015 00:00:00 +0100Sparsity Aware Normalized Least Mean p-power Algorithms with Correntropy Induced Metric Penalty.http://arxiv.org/abs/1503.00792Wentao Ma, Hua Qu, Ji-hong Zhao, Badong Chen, Guan Gui: Sparsity Aware Normalized Least Mean p-power Algorithms with Correntropy Induced Metric Penalty.CoRRabs/1503.00792 (2015)]]>https://dblp.org/rec/journals/corr/MaQZCG15Thu, 01 Jan 2015 00:00:00 +0100Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments.http://arxiv.org/abs/1503.00802Wentao Ma, Hua Qu, Guan Gui, Li Xu, Ji-hong Zhao, Badong Chen: Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments.CoRRabs/1503.00802 (2015)]]>https://dblp.org/rec/journals/corr/MaQGXZC15Thu, 01 Jan 2015 00:00:00 +0100Generalized Correntropy for Robust Adaptive Filtering.http://arxiv.org/abs/1504.02931Badong Chen, Lei Xing, Haiquan Zhao, Nanning Zheng, José C. Príncipe: Generalized Correntropy for Robust Adaptive Filtering.CoRRabs/1504.02931 (2015)]]>https://dblp.org/rec/journals/corr/ChenXZZP15Thu, 01 Jan 2015 00:00:00 +0100Robust diffusion maximum correntropy criterion algorithm for distributed network estimation.http://arxiv.org/abs/1508.01903Wentao Ma, Hua Qu, Badong Chen, Ji-hong Zhao, Jiandong Duan: Robust diffusion maximum correntropy criterion algorithm for distributed network estimation.CoRRabs/1508.01903 (2015)]]>https://dblp.org/rec/journals/corr/MaQCZD15Thu, 01 Jan 2015 00:00:00 +0100Variable-mixing parameter quantized kernel robust mixed-norm algorithms for combating impulsive interference.http://arxiv.org/abs/1508.05232Lu Lu, Haiquan Zhao, Badong Chen: Variable-mixing parameter quantized kernel robust mixed-norm algorithms for combating impulsive interference.CoRRabs/1508.05232 (2015)]]>https://dblp.org/rec/journals/corr/LuZC15Thu, 01 Jan 2015 00:00:00 +0100Maximum Correntropy Kalman Filter.http://arxiv.org/abs/1509.04580Badong Chen, Xi Liu, Haiquan Zhao, José C. Príncipe: Maximum Correntropy Kalman Filter.CoRRabs/1509.04580 (2015)]]>https://dblp.org/rec/journals/corr/ChenLZP15Thu, 01 Jan 2015 00:00:00 +0100Set-membership versions of improved normalized subband adaptive filter algorithm for highly noisy system.http://arxiv.org/abs/1512.05031Yi Yu, Haiquan Zhao, Badong Chen: Set-membership versions of improved normalized subband adaptive filter algorithm for highly noisy system.CoRRabs/1512.05031 (2015)]]>https://dblp.org/rec/journals/corr/YuZC15Thu, 01 Jan 2015 00:00:00 +0100Two improved normalized subband adaptive filter algorithms with good robustness against impulsive interferences.http://arxiv.org/abs/1512.05338Yi Yu, Haiquan Zhao, Badong Chen, Zhengyou He: Two improved normalized subband adaptive filter algorithms with good robustness against impulsive interferences.CoRRabs/1512.05338 (2015)]]>https://dblp.org/rec/journals/corr/YuZCH15Thu, 01 Jan 2015 00:00:00 +0100A Note on the W-S Lower Bound of the MEE Estimation.https://doi.org/10.3390/e16020814Badong Chen, Guangmin Wang, Nanning Zheng, José C. Príncipe: A Note on the W-S Lower Bound of the MEE Estimation.Entropy16(2): 814-824 (2014)]]>https://dblp.org/rec/journals/entropy/ChenWZP14Wed, 01 Jan 2014 00:00:00 +0100An Extended Result on the Optimal Estimation Under the Minimum Error Entropy Criterion.https://doi.org/10.3390/e16042223Badong Chen, Guangmin Wang, Nanning Zheng, José C. Príncipe: An Extended Result on the Optimal Estimation Under the Minimum Error Entropy Criterion.Entropy16(4): 2223-2233 (2014)]]>https://dblp.org/rec/journals/entropy/ChenWZP14aWed, 01 Jan 2014 00:00:00 +0100Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion.https://doi.org/10.1109/LSP.2014.2319308Badong Chen, Lei Xing, Junli Liang, Nanning Zheng, José C. Príncipe: Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion.IEEE Signal Process. Lett.21(7): 880-884 (2014)]]>https://dblp.org/rec/journals/spl/ChenXLZP14Wed, 01 Jan 2014 00:00:00 +0100Learning Nonlinear Generative Models of Time Series With a Kalman Filter in RKHS.https://doi.org/10.1109/TSP.2013.2283842Pingping Zhu, Badong Chen, José C. Príncipe: Learning Nonlinear Generative Models of Time Series With a Kalman Filter in RKHS.IEEE Trans. Signal Process.62(1): 141-155 (2014)]]>https://dblp.org/rec/journals/tsp/ZhuCP14Wed, 01 Jan 2014 00:00:00 +0100A reconfigurable parallel acceleration platform for evaluation of permutation entropy.https://doi.org/10.1109/EMBC.2014.6944930Xiaowei Ren, Pengju Ren, Badong Chen, José C. Príncipe, Nanning Zheng: A reconfigurable parallel acceleration platform for evaluation of permutation entropy.EMBC2014: 5735-5738]]>https://dblp.org/rec/conf/embc/RenRCPZ14Wed, 01 Jan 2014 00:00:00 +0100Empirical survival error potential weighted least squares for binary pattern classification.https://doi.org/10.1109/ICARCV.2014.7064433Lei Sun, Kar-Ann Toh, Zhiping Lin, Badong Chen: Empirical survival error potential weighted least squares for binary pattern classification.ICARCV2014: 949-952]]>https://dblp.org/rec/conf/icarcv/SunTLC14Wed, 01 Jan 2014 00:00:00 +0100Hybrid affine projection algorithm.https://doi.org/10.1109/ICARCV.2014.7064436Xiaohan Yang, Hua Qu, Ji-hong Zhao, Badong Chen: Hybrid affine projection algorithm.ICARCV2014: 964-968]]>https://dblp.org/rec/conf/icarcv/YangQZC14Wed, 01 Jan 2014 00:00:00 +0100Sparse kernel recursive least squares using L1 regularization and a fixed-point sub-iteration.https://doi.org/10.1109/ICASSP.2014.6854606Badong Chen, Nanning Zheng, José C. Príncipe: Sparse kernel recursive least squares using L1 regularization and a fixed-point sub-iteration.ICASSP2014: 5257-5261]]>https://dblp.org/rec/conf/icassp/ChenZP14Wed, 01 Jan 2014 00:00:00 +0100Feature selection based on survival Cauchy-Schwartz mutual information.https://doi.org/10.1109/ICASSP.2014.6854899Badong Chen, Xiaohan Yang, Hua Qu, Ji-hong Zhao, Nanning Zheng, José C. Príncipe: Feature selection based on survival Cauchy-Schwartz mutual information.ICASSP2014: 6711-6715]]>https://dblp.org/rec/conf/icassp/ChenYQZZP14Wed, 01 Jan 2014 00:00:00 +0100Online Nonlinear Granger Causality Detection by Quantized Kernel Least Mean Square.https://doi.org/10.1007/978-3-319-12640-1_9Hong Ji, Badong Chen, Zejian Yuan, Nanning Zheng, Andreas Keil, José C. Príncipe: Online Nonlinear Granger Causality Detection by Quantized Kernel Least Mean Square.ICONIP (2)2014: 68-75]]>https://dblp.org/rec/conf/iconip/JiCYZKP14Wed, 01 Jan 2014 00:00:00 +0100Trimmed affine projection algorithms.https://doi.org/10.1109/IJCNN.2014.6889751Badong Chen, Xiaohan Yang, Hong Ji, Hua Qu, Nanning Zheng, José C. Príncipe: Trimmed affine projection algorithms.IJCNN2014: 1923-1928]]>https://dblp.org/rec/conf/ijcnn/ChenYJQZP14Wed, 01 Jan 2014 00:00:00 +0100Hardware implementation of KLMS algorithm using FPGA.https://doi.org/10.1109/IJCNN.2014.6889689Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min, Nanning Zheng: Hardware implementation of KLMS algorithm using FPGA.IJCNN2014: 2276-2281]]>https://dblp.org/rec/conf/ijcnn/RenRCMZ14Wed, 01 Jan 2014 00:00:00 +0100Kernel robust mixed-norm adaptive filtering.https://doi.org/10.1109/IJCNN.2014.6889889Jin Liu, Hua Qu, Badong Chen, Wentao Ma: Kernel robust mixed-norm adaptive filtering.IJCNN2014: 3021-3024]]>https://dblp.org/rec/conf/ijcnn/LiuQCM14Wed, 01 Jan 2014 00:00:00 +0100Vector quantization using survival Cauchy-Schwartz divergence.https://doi.org/10.1109/MLSP.2014.6958924Lei Guo, Hua Qu, Ji-hong Zhao, Badong Chen: Vector quantization using survival Cauchy-Schwartz divergence.MLSP2014: 1-5]]>https://dblp.org/rec/conf/mlsp/GuoQZC14Wed, 01 Jan 2014 00:00:00 +0100Kernel Least Mean Square with Adaptive Kernel Size.http://arxiv.org/abs/1401.5899Badong Chen, Junli Liang, Nanning Zheng, José C. Príncipe: Kernel Least Mean Square with Adaptive Kernel Size.CoRRabs/1401.5899 (2014)]]>https://dblp.org/rec/journals/corr/ChenLZP14Wed, 01 Jan 2014 00:00:00 +0100An Extended Result on the Optimal Estimation under Minimum Error Entropy Criterion.http://arxiv.org/abs/1401.6294Badong Chen, Guangmin Wang, Nanning Zheng, José C. Príncipe: An Extended Result on the Optimal Estimation under Minimum Error Entropy Criterion.CoRRabs/1401.6294 (2014)]]>https://dblp.org/rec/journals/corr/ChenWZP14Wed, 01 Jan 2014 00:00:00 +0100Kernel minimum error entropy algorithm.https://doi.org/10.1016/j.neucom.2013.04.037Badong Chen, Zejian Yuan, Nanning Zheng, José C. Príncipe: Kernel minimum error entropy algorithm.Neurocomputing121: 160-169 (2013)]]>https://dblp.org/rec/journals/ijon/ChenYZP13Tue, 01 Jan 2013 00:00:00 +0100Fixed budget quantized kernel least-mean-square algorithm.https://doi.org/10.1016/j.sigpro.2013.02.012Songlin Zhao, Badong Chen, Pingping Zhu, José C. Príncipe: Fixed budget quantized kernel least-mean-square algorithm.Signal Process.93(9): 2759-2770 (2013)]]>https://dblp.org/rec/journals/sigpro/ZhaoCZP13Tue, 01 Jan 2013 00:00:00 +0100Quantized Kernel Recursive Least Squares Algorithm.https://doi.org/10.1109/TNNLS.2013.2258936Badong Chen, Songlin Zhao, Pingping Zhu, José Carlos Príncipe: Quantized Kernel Recursive Least Squares Algorithm.IEEE Trans. Neural Networks Learn. Syst.24(9): 1484-1491 (2013)]]>https://dblp.org/rec/journals/tnn/ChenZZP13Tue, 01 Jan 2013 00:00:00 +0100Survival kernel with application to kernel adaptive filtering.https://doi.org/10.1109/IJCNN.2013.6706866Badong Chen, Nanning Zheng, José C. Príncipe: Survival kernel with application to kernel adaptive filtering.IJCNN2013: 1-6]]>https://dblp.org/rec/conf/ijcnn/ChenZP13Tue, 01 Jan 2013 00:00:00 +0100Kernel adaptive filtering with confidence intervals.https://doi.org/10.1109/IJCNN.2013.6707045Kan Li, Badong Chen, José C. Príncipe: Kernel adaptive filtering with confidence intervals.IJCNN2013: 1-6]]>https://dblp.org/rec/conf/ijcnn/LiCP13Tue, 01 Jan 2013 00:00:00 +0100Some Further Results on the Minimum Error Entropy Estimation.https://doi.org/10.3390/e14050966Badong Chen, José C. Príncipe: Some Further Results on the Minimum Error Entropy Estimation.Entropy14(5): 966-977 (2012)]]>https://dblp.org/rec/journals/entropy/ChenP12Sun, 01 Jan 2012 00:00:00 +0100On the Smoothed Minimum Error Entropy Criterion.https://doi.org/10.3390/e14112311Badong Chen, José C. Príncipe: On the Smoothed Minimum Error Entropy Criterion.Entropy14(11): 2311-2323 (2012)]]>https://dblp.org/rec/journals/entropy/ChenP12aSun, 01 Jan 2012 00:00:00 +0100Stochastic Information Gradient Algorithm with Generalized Gaussian Distribution Model.https://doi.org/10.1142/S0218126612500065Badong Chen, José C. Príncipe, Jinchun Hu, Yu Zhu: Stochastic Information Gradient Algorithm with Generalized Gaussian Distribution Model.J. Circuits Syst. Comput.21(1) (2012)]]>https://dblp.org/rec/journals/jcsc/ChenPHZ12Sun, 01 Jan 2012 00:00:00 +0100A novel extended kernel recursive least squares algorithm.https://doi.org/10.1016/j.neunet.2011.12.006Pingping Zhu, Badong Chen, José C. Príncipe: A novel extended kernel recursive least squares algorithm.Neural Networks32: 349-357 (2012)]]>https://dblp.org/rec/journals/nn/ZhuCP12Sun, 01 Jan 2012 00:00:00 +0100Mean square convergence analysis for kernel least mean square algorithm.https://doi.org/10.1016/j.sigpro.2012.04.007Badong Chen, Songlin Zhao, Pingping Zhu, José C. Príncipe: Mean square convergence analysis for kernel least mean square algorithm.Signal Process.92(11): 2624-2632 (2012)]]>https://dblp.org/rec/journals/sigpro/ChenZZP12Sun, 01 Jan 2012 00:00:00 +0100Maximum Correntropy Estimation Is a Smoothed MAP Estimation.https://doi.org/10.1109/LSP.2012.2204435Badong Chen, José Carlos Príncipe: Maximum Correntropy Estimation Is a Smoothed MAP Estimation.IEEE Signal Process. Lett.19(8): 491-494 (2012)]]>https://dblp.org/rec/journals/spl/ChenP12Sun, 01 Jan 2012 00:00:00 +0100Quantized Kernel Least Mean Square Algorithm.https://doi.org/10.1109/TNNLS.2011.2178446Badong Chen, Songlin Zhao, Pingping Zhu, José Carlos Príncipe: Quantized Kernel Least Mean Square Algorithm.IEEE Trans. Neural Networks Learn. Syst.23(1): 22-32 (2012)]]>https://dblp.org/rec/journals/tnn/ChenZZP12Sun, 01 Jan 2012 00:00:00 +0100Survival Information Potential: A New Criterion for Adaptive System Training.https://doi.org/10.1109/TSP.2011.2178406Badong Chen, Pingping Zhu, José Carlos Príncipe: Survival Information Potential: A New Criterion for Adaptive System Training.IEEE Trans. Signal Process.60(3): 1184-1194 (2012)]]>https://dblp.org/rec/journals/tsp/ChenZP12Sun, 01 Jan 2012 00:00:00 +0100Online efficient learning with quantized KLMS and L1 regularization.https://doi.org/10.1109/IJCNN.2012.6252455Badong Chen, Songlin Zhao, Sohan Seth, José C. Príncipe: Online efficient learning with quantized KLMS and L1 regularization.IJCNN2012: 1-6]]>https://dblp.org/rec/conf/ijcnn/ChenZSP12Sun, 01 Jan 2012 00:00:00 +0100An adaptive kernel width update for correntropy.https://doi.org/10.1109/IJCNN.2012.6252495Songlin Zhao, Badong Chen, José C. Príncipe: An adaptive kernel width update for correntropy.IJCNN2012: 1-5]]>https://dblp.org/rec/conf/ijcnn/ZhaoCP12Sun, 01 Jan 2012 00:00:00 +0100Δ-Entropy: Definition, properties and applications in system identification with quantized data.https://doi.org/10.1016/j.ins.2010.11.037Badong Chen, Yu Zhu, Jinchun Hu, José C. Príncipe: Δ-Entropy: Definition, properties and applications in system identification with quantized data.Inf. Sci.181(7): 1384-1402 (2011)]]>https://dblp.org/rec/journals/isci/ChenZHP11Sat, 01 Jan 2011 00:00:00 +0100Extended Kalman filter using a kernel recursive least squares observer.https://doi.org/10.1109/IJCNN.2011.6033388Pingping Zhu, Badong Chen, José C. Príncipe: Extended Kalman filter using a kernel recursive least squares observer.IJCNN2011: 1402-1408]]>https://dblp.org/rec/conf/ijcnn/ZhuCP11Sat, 01 Jan 2011 00:00:00 +0100Kernel adaptive filtering with maximum correntropy criterion.https://doi.org/10.1109/IJCNN.2011.6033473Songlin Zhao, Badong Chen, José C. Príncipe: Kernel adaptive filtering with maximum correntropy criterion.IJCNN2011: 2012-2017]]>https://dblp.org/rec/conf/ijcnn/ZhaoCP11Sat, 01 Jan 2011 00:00:00 +0100On optimal estimations with minimum error entropy criterion.https://doi.org/10.1016/j.jfranklin.2009.11.009Badong Chen, Yu Zhu, Jinchun Hu, Ming Zhang: On optimal estimations with minimum error entropy criterion.J. Frankl. Inst.347(2): 545-558 (2010)]]>https://dblp.org/rec/journals/jfi/ChenZHZ10Fri, 01 Jan 2010 00:00:00 +0100A new interpretation on the MMSE as a robust MEE criterion.https://doi.org/10.1016/j.sigpro.2010.05.028Badong Chen, Yu Zhu, Jinchun Hu, Ming Zhang: A new interpretation on the MMSE as a robust MEE criterion.Signal Process.90(12): 3313-3316 (2010)]]>https://dblp.org/rec/journals/sigpro/ChenZHZ10Fri, 01 Jan 2010 00:00:00 +0100Mean-square convergence analysis of ADALINE training with minimum error entropy criterion.https://doi.org/10.1109/TNN.2010.2050212Badong Chen, Yu Zhu, Jinchun Hu: Mean-square convergence analysis of ADALINE training with minimum error entropy criterion.IEEE Trans. Neural Networks21(7): 1168-1179 (2010)]]>https://dblp.org/rec/journals/tnn/ChenZH10Fri, 01 Jan 2010 00:00:00 +0100Adaptive filtering under maximum mutual information criterion.https://doi.org/10.1016/j.neucom.2008.02.003Badong Chen, Jinchun Hu, Hongbo Li, Zengqi Sun: Adaptive filtering under maximum mutual information criterion.Neurocomputing71(16-18): 3680-3684 (2008)]]>https://dblp.org/rec/journals/ijon/ChenHLS08Tue, 01 Jan 2008 00:00:00 +0100Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function.https://doi.org/10.1109/LSP.2023.3271828Lei Cao, Long Shi, Jun Wang, Zhendong Yang, Badong Chen: Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function.IEEE Signal Process. Lett.15: 508-512 (2008)]]>https://dblp.org/rec/journals/spl/CaoSWYC08Tue, 01 Jan 2008 00:00:00 +0100Information Theoretical Approach to Identification of Hybrid Systems.https://doi.org/10.1007/978-3-540-78929-1_56Li Pu, Jinchun Hu, Badong Chen: Information Theoretical Approach to Identification of Hybrid Systems.HSCC2008: 650-653]]>https://dblp.org/rec/conf/hybrid/PuHC08Tue, 01 Jan 2008 00:00:00 +0100Adaptive filtering for desired error distribution under minimum information divergence criterion.https://doi.org/10.1109/IJCNN.2008.4633954Jinchun Hu, Badong Chen, Fuchun Sun, Zengqi Sun: Adaptive filtering for desired error distribution under minimum information divergence criterion.IJCNN2008: 1215-1219]]>https://dblp.org/rec/conf/ijcnn/HuCSS08Tue, 01 Jan 2008 00:00:00 +0100Measure observability by the generalized informational correlation.https://doi.org/10.1109/CDC.2007.4434179Badong Chen, Jinchun Hu, Hongbo Li, Zengqi Sun: Measure observability by the generalized informational correlation.CDC2007: 5570-5574]]>https://dblp.org/rec/conf/cdc/ChenHLS07Mon, 01 Jan 2007 00:00:00 +0100