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2020 – today
- 2024
[j14]Xingyu Wu
, Yan Zhong, Zhaolong Ling, Jie Yang, Li Li, Weiguo Sheng, Bingbing Jiang:
Nonlinear learning method for local causal structures. Inf. Sci. 654: 119789 (2024)- [j13]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) - [j12]Kui Yu, Zhaolong Ling, Lin Liu, Peipei Li, Hao Wang, Jiuyong Li:
Feature Selection for Efficient Local-to-global Bayesian Network Structure Learning. ACM Trans. Knowl. Discov. Data 18(2): 37:1-37:27 (2024) - [j11]Zhaolong Ling, Enqi Xu, Peng Zhou, Liang Du, Kui Yu, Xindong Wu:
Fair Feature Selection: A Causal Perspective. ACM Trans. Knowl. Discov. Data 18(7): 163 (2024) - [j10]Peng Zhou, Liang Du, Xinwang Liu, Zhaolong Ling, Xia Ji, Xuejun Li, Yi-Dong Shen:
Partial Clustering Ensemble. IEEE Trans. Knowl. Data Eng. 36(5): 2096-2109 (2024) - [c2]Zihao Xu, Chenglong Zhang, Zhaolong Ling, Peng Zhou, Yan Zhong, Li Li, Han Zhang, Weiguo Sheng, Bingbing Jiang:
Multi-View Semi-Supervised Feature Selection with Graph Convolutional Networks. IJCNN 2024: 1-8 - [c1]Chenglong Zhang, Xinyan Liang, Peng Zhou, Zhaolong Ling, Yingwei Zhang, Xingyu Wu, Weiguo Sheng, Bingbing Jiang:
Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion. ACM Multimedia 2024: 5479-5488 - [i6]Zhangling Duan, Tianci Li, Xingyu Wu, Zhaolong Ling, Jingye Yang, Zhaohong Jia:
Fair Streaming Feature Selection. CoRR abs/2406.14401 (2024) - 2023
- [j9]Zhaolong Ling, Bo Li, Yiwen Zhang, Ying Li, Haifeng Ling:
Online Markov Blanket Learning for High-Dimensional Data. Appl. Intell. 53(5): 5977-5997 (2023) - [j8]Zhaolong Ling, Bo Li, Yiwen Zhang, Qingren Wang, Kui Yu, Xindong Wu:
Causal Feature Selection With Efficient Spouses Discovery. IEEE Trans. Big Data 9(2): 555-568 (2023) - [j7]Zhaolong Ling, Ying Li, Yiwen Zhang, Kui Yu, Peng Zhou, Bo Li, Xindong Wu:
A Light Causal Feature Selection Approach to High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 35(8): 7639-7650 (2023) - [i5]Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu:
Fair Causal Feature Selection. CoRR abs/2306.10336 (2023) - 2022
- [j6]Zhaolong Ling, Kui Yu, Yiwen Zhang, Lin Liu, Jiuyong Li:
Causal learner: A toolbox for causal structure and Markov blanket learning. Pattern Recognit. Lett. 163: 92-95 (2022) - [j5]Zhaolong Ling, Kui Yu, Lin Liu, Jiuyong Li, Yiwen Zhang, Xindong Wu:
PSL: An Algorithm for Partial Bayesian Network Structure Learning. ACM Trans. Knowl. Discov. Data 16(5): 93:1-93:25 (2022) - 2021
- [j4]Kui Yu, Xianjie Guo, Lin Liu, Jiuyong Li, Hao Wang, Zhaolong Ling, Xindong Wu:
Causality-based Feature Selection: Methods and Evaluations. ACM Comput. Surv. 53(5): 111:1-111:36 (2021) - [j3]Zhaolong Ling, Kui Yu, Hao Wang, Lei Li, Xindong Wu:
Using Feature Selection for Local Causal Structure Learning. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 530-540 (2021) - [i4]Zhaolong Ling, Kui Yu, Yiwen Zhang, Lin Liu, Jiuyong Li:
Causal Learner: A Toolbox for Causal Structure and Markov Blanket Learning. CoRR abs/2103.06544 (2021) - [i3]Zhaolong Ling, Kui Yu, Hao Wang, Lin Liu, Jiuyong Li:
Any Part of Bayesian Network Structure Learning. CoRR abs/2103.13810 (2021) - [i2]Kui Yu, Zhaolong Ling, Lin Liu, Hao Wang, Jiuyong Li:
Feature Selection for Efficient Local-to-Global Bayesian Network Structure Learning. CoRR abs/2112.10369 (2021) - 2020
- [j2]Hao Wang, Zhaolong Ling, Kui Yu, Xindong Wu:
Towards efficient and effective discovery of Markov blankets for feature selection. Inf. Sci. 509: 227-242 (2020)
2010 – 2019
- 2019
- [j1]Zhaolong Ling, Kui Yu, Hao Wang, Lin Liu, Wei Ding, Xindong Wu:
BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection. ACM Trans. Intell. Syst. Technol. 10(5): 52:1-52:25 (2019) - [i1]Kui Yu, Xianjie Guo, Lin Liu, Jiuyong Li, Hao Wang, Zhaolong Ling, Xindong Wu:
Causality-based Feature Selection: Methods and Evaluations. CoRR abs/1911.07147 (2019)
Coauthor Index
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