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2020 – today
- 2025
[j21]Yuanting Yan
, Lei Zheng, Shuangyue Han, Chengjin Yu, Peng Zhou:
Synthetic oversampling with Mahalanobis distance and local information for highly imbalanced class-overlapped data. Expert Syst. Appl. 260: 125422 (2025)- 2024
- [j20]Peng Zhou, Shuai Zhang, Mu Li, Yuanting Yan:
Online learning from capricious data streams via shared and new feature spaces. Appl. Intell. 54(19): 9429-9445 (2024) - [j19]Yuanting Yan, Meili Yang, Zhong Zheng, Hao Ge, Yiwen Zhang, Yanping Zhang:
Incomplete data classification via positive approximation based rough subspaces ensemble. Big Data Res. 38: 100496 (2024) - [j18]Peng Zhou, Ji Liang, Yuanting Yan, Shu Zhao, Xindong Wu:
Explainable feature selection and ensemble classification via feature polarity. Inf. Sci. 676: 120818 (2024) - [j17]Peng Zhou, Yunyun Zhang, Zhaolong Ling, Yuanting Yan, Shu Zhao, Xindong Wu:
Online Heterogeneous Streaming Feature Selection Without Feature Type Information. IEEE Trans. Big Data 10(4): 470-485 (2024) - [j16]Peng Zhou, Yufeng Guo, Haoran Yu, Yuanting Yan, Yanping Zhang, Xindong Wu:
Concept Evolution Detecting over Feature Streams. ACM Trans. Knowl. Discov. Data 18(8): 209:1-209:32 (2024) - 2023
- [j15]Yuan-Ting Yan, Yuanwei Zhu, Ruiqing Liu, Yiwen Zhang, Yanping Zhang, Ling Zhang:
Spatial Distribution-Based Imbalanced Undersampling. IEEE Trans. Knowl. Data Eng. 35(6): 6376-6391 (2023) - [c15]Yue Gui, Yuanting Yan:
A Two-stage Clustering Undersampling for Class-overlapped Imbalanced Classification. CCIS 2023: 38-47 - [c14]Xuetao Shao, Yuanting Yan:
Noise-Robust Gaussian Distribution Based Imbalanced Oversampling. ICA3PP (2) 2023: 221-234 - [c13]Fei Liu, Yuanting Yan:
A Constructive Method for Data Reduction and Imbalanced Sampling. ICA3PP (3) 2023: 476-489 - [c12]Bin Lu, Cailing Pu, Chengjin Yu, Yuanting Yan, Hongjie Hu, Huafeng Liu:
Pixel-Correlation-Based Scar Screening in Hypertrophic Myocardium. ICIG (5) 2023: 81-92 - 2022
- [j14]Yuan-Ting Yan, Yifei Jiang, Zhong Zheng, Chengjin Yu, Yiwen Zhang, Yanping Zhang:
LDAS: Local density-based adaptive sampling for imbalanced data classification. Expert Syst. Appl. 191: 116213 (2022) - [j13]Yueyue Xia, Xiangliang Zhong, Yiwen Zhang, Yuan-Ting Yan:
Functional feature-aware APP recommendation with personalised PageRank. Int. J. Ad Hoc Ubiquitous Comput. 39(4): 182-191 (2022) - [j12]Yuan-Ting Yan, Tianxiao Zhou, Zhong Zheng, Hao Ge, Yiwen Zhang, Yanping Zhang:
Robust gravitation based adaptive k-NN graph under class-imbalanced scenarios. Knowl. Based Syst. 239: 108002 (2022) - [j11]Peng Zhou, Shu Zhao, Yuan-Ting Yan, Xindong Wu:
Online Scalable Streaming Feature Selection via Dynamic Decision. ACM Trans. Knowl. Discov. Data 16(5): 87:1-87:20 (2022) - [c11]Zhong Zheng, Yuan-Ting Yan, Yiwen Zhang, Yanping Zhang:
Combating Mutuality with Difficulty Factors in Multi-class Imbalanced Data: A Similarity-based Hybrid Sampling. DSAA 2022: 1-10 - [c10]Peng Zhou, Yunyun Zhang, Yuanting Yan, Shu Zhao:
Unknown Type Streaming Feature Selection via Maximal Information Coefficient. ICDM (Workshops) 2022: 650-657 - 2021
- [j10]Yuan-Ting Yan, Yaya Wu, Xiuquan Du, Yanping Zhang:
Incomplete data ensemble classification using imputation-revision framework with local spatial neighborhood information. Appl. Soft Comput. 99: 106905 (2021) - [c9]Haoran Shen, Yifei Jiang, Yuan-Ting Yan:
Nearest-Neighbor Modified Constructive Covering Oversampling Method. ISKE 2021: 579-585 - 2020
- [j9]Chengjin Yu, Yuan-Ting Yan, Shu Zhao, Yanping Zhang:
Pyramid feature adaptation for semi-supervised cardiac bi-ventricle segmentation. Comput. Medical Imaging Graph. 81: 101697 (2020) - [j8]Yuanwei Zhu, Yuan-Ting Yan, Yiwen Zhang, Yanping Zhang:
EHSO: Evolutionary Hybrid Sampling in overlapping scenarios for imbalanced learning. Neurocomputing 417: 333-346 (2020)
2010 – 2019
- 2019
- [j7]Yuan-Ting Yan, Ruiqing Liu, Zihan Ding, Xiuquan Du, Jie Chen, Yanping Zhang:
A Parameter-Free Cleaning Method for SMOTE in Imbalanced Classification. IEEE Access 7: 23537-23548 (2019) - [j6]Xiangliang Zhong, Yiwen Zhang, Dengcheng Yan, Qilin Wu, Yuan-Ting Yan, Wei Li:
Recommendations for Mobile Apps Based on the HITS Algorithm Combined With Association Rules. IEEE Access 7: 105572-105582 (2019) - [j5]Ying Jin, Kaibin Wang, Yiwen Zhang, Yuan-Ting Yan:
Neighborhood-aware web service quality prediction using deep learning. EURASIP J. Wirel. Commun. Netw. 2019: 222 (2019) - [j4]Yuan-Ting Yan, Zeng Bao Wu, Xiuquan Du, Jie Chen, Shu Zhao, Yanping Zhang:
A three-way decision ensemble method for imbalanced data oversampling. Int. J. Approx. Reason. 107: 1-16 (2019) - [c8]Zihan Ding, Ruting Rao, Yuan-Ting Yan, Yanping Zhang:
Voting Based Constructive Covering Algorithm. ISKE 2019: 720-724 - [c7]Yuan-Ting Yan, Meili Yang, Shi-bo Zhang, Yanping Zhang:
Image Retrieval Based on Block Motif Co-Occurrence Matrix. ISKE 2019: 994-1000 - 2018
- [c6]Xiuquan Du, Yanyu Diao, Yu Yao, Huaixu Zhu, Yuan-Ting Yan, Yanping Zhang:
DeepMVF-RBP: Deep Multi-view Fusion Representation Learning for RNA-binding Proteins Prediction. BIBM 2018: 65-68 - [c5]Jie Chen, Yang Xu, Shu Zhao, Yuan-Ting Yan, Yanping Zhang, Weiwei Li, Qianqian Wang, Xiangyang Wang:
A Method for Boundary Processing in Three-Way Decisions Based on Hierarchical Feature Representation. IJCSR 2018: 123-136 - 2017
- [j3]Xiuquan Du, Shiwei Sun, Changlin Hu, Yu Yao, Yuan-Ting Yan, Yanping Zhang:
DeepPPI: Boosting Prediction of Protein-Protein Interactions with Deep Neural Networks. J. Chem. Inf. Model. 57(6): 1499-1510 (2017) - [j2]Yuan-Ting Yan, Yan-Ping Zhang, Yiwen Zhang, Xiu-Quan Du:
A selective neural network ensemble classification for incomplete data. Int. J. Mach. Learn. Cybern. 8(5): 1513-1524 (2017) - 2016
- [j1]Yuan-Ting Yan, Yan-Ping Zhang, Jie Chen, Yiwen Zhang:
Incomplete data classification with voting based extreme learning machine. Neurocomputing 193: 167-175 (2016) - [c4]Yang-Ping Zhang, Shi-bo Zhang, Yuan-Ting Yan:
A multi-view fusion method for image retrieval. CISP-BMEI 2016: 379-383 - 2015
- [c3]Yuan-Ting Yan, Yan-Ping Zhang, Xiu-Quan Du:
Multiple-Side Multiple-Learner for Incomplete Data Classification. RSFDGrC 2015: 322-331 - 2014
- [c2]Yuan-Ting Yan, Yan-Ping Zhang, Yiwen Zhang:
Multi-granulation Ensemble Classification for Incomplete Data. RSKT 2014: 343-351 - 2013
- [c1]Ling Zhang, Yuan-Ting Yan, Shu Zhao, Yanping Zhang:
Network Performance Analysis Based on Quotient Space Theory. RSFDGrC 2013: 216-224
Coauthor Index
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