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Ling, Zhaolong
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1

Online Heterogeneous Streaming Feature Selection Without Fe..:

Zhou, Peng ; Zhang, Yunyun ; Ling, Zhaolong...
IEEE Transactions on Big Data.  10 (2024)  4 - p. 470-485 , 2024
Link: https://doi.org/10.1109/..
 
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2

Partial Clustering Ensemble:

Zhou, Peng ; Du, Liang ; Liu, Xinwang...
IEEE Transactions on Knowledge and Data Engineering.  36 (2024)  5 - p. 2096-2109 , 2024
Link: https://doi.org/10.1109/..
 
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3

Nonlinear learning method for local causal structures:

Wu, Xingyu ; Zhong, Yan ; Ling, Zhaolong...
Information Sciences.  654 (2024)  - p. 119789 , 2024
Link: https://doi.org/10.1016/..
 
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4

Fair Feature Selection: A Causal Perspective:

Ling, Zhaolong ; Xu, Enqi ; Zhou, Peng...
ACM Transactions on Knowledge Discovery from Data.  18 (2024)  7 - p. 1-23 , 2024
Link: https://doi.org/10.1145/..
 
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5

Feature Selection for Efficient Local-to-global Bayesian Ne..:

Yu, Kui ; Ling, Zhaolong ; Liu, Lin...
ACM Transactions on Knowledge Discovery from Data.  18 (2023)  2 - p. 1-27 , 2023
Link: https://doi.org/10.1145/..
 
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6

Causal Feature Selection With Efficient Spouses Discovery:

Ling, Zhaolong ; Li, Bo ; Zhang, Yiwen...
IEEE Transactions on Big Data.  9 (2023)  2 - p. 555-568 , 2023
Link: https://doi.org/10.1109/..
 
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7

Causal learner: A toolbox for causal structure and Markov b..:

Ling, Zhaolong ; Yu, Kui ; Zhang, Yiwen..
Pattern Recognition Letters.  163 (2022)  - p. 92-95 , 2022
Link: https://doi.org/10.1016/..
 
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8

A Light Causal Feature Selection Approach to High-Dimension..:

Ling, Zhaolong ; Li, Ying ; Zhang, Yiwen...
IEEE Transactions on Knowledge and Data Engineering.  , 2022
Link: https://doi.org/10.1109/..
 
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9

PSL: An Algorithm for Partial Bayesian Network Structure Le..:

Ling, Zhaolong ; Yu, Kui ; Liu, Lin...
ACM Transactions on Knowledge Discovery from Data.  16 (2022)  5 - p. 1-25 , 2022
Link: https://doi.org/10.1145/..
 
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10

Online Markov Blanket Learning for High-Dimensional Data:

Ling, Zhaolong ; Li, Bo ; Zhang, Yiwen..
Applied Intelligence.  , 2022
Link: https://doi.org/10.1007/..
 
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11

Causality-based Feature Selection : Methods and Evaluati..:

Yu, Kui ; Guo, Xianjie ; Liu, Lin...
ACM Computing Surveys (CSUR).  53 (2020)  5 - p. 1-36 , 2020
Link: https://dl.acm.org/doi/1..
 
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12

Towards efficient and effective discovery of Markov blanket..:

Wang, Hao ; Ling, Zhaolong ; Yu, Kui.
Information Sciences.  509 (2020)  - p. 227-242 , 2020
Link: https://doi.org/10.1016/..
 
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13

Causality-based Feature Selection: Methods and Evaluations:

Yu, Kui ; Guo, Xianjie ; Liu, Lin...
ACM Computing Surveys.  53 (2020)  5 - p. 1-36 , 2020
Link: https://doi.org/10.1145/..
 
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14

BAMB: A Balanced Markov Blanket Discovery Approach to Featu..:

Ling, Zhaolong ; Yu, Kui ; Wang, Hao...
ACM Transactions on Intelligent Systems and Technology.  10 (2019)  5 - p. 1-25 , 2019
Link: https://doi.org/10.1145/..
 
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15

BAMB : A Balanced Markov Blanket Discovery Approach to F..:

Ling, Zhaolong ; Yu, Kui ; Wang, Hao...
ACM Transactions on Intelligent Systems and Technology (TIST).  10 (2019)  5 - p. 1-25 , 2019
Link: https://dl.acm.org/doi/1..
 
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