Zhaolong Ling

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Causal Structure

Irrelevant Features

Feature Selection

Top Venues

ACM Trans. Knowl. Discov. Data

IEEE Trans. Knowl. Data Eng.

Publications

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) (2024)
Xingyu Wu, Yan Zhong, Zhaolong Ling, Jie Yang, Li Li, Weiguo Sheng, Bingbing Jiang
Nonlinear learning method for local causal structures. Inf. Sci. 654 (2024)
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) (2024)
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) (2024)
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) (2024)
Zhaolong Ling, Enqi Xu, Peng Zhou, Liang Du, Kui Yu, Xindong Wu
Fair Feature Selection: A Causal Perspective. IEEE Trans. Knowl. Data Eng. 18 (7) (2024)
Zhangling Duan, Tianci Li, Xingyu Wu, Zhaolong Ling, Jingye Yang, Zhaohong Jia
Fair Streaming Feature Selection. CoRR (2024)
Zhaolong Ling, Bo Li, Yiwen Zhang, Ying Li, Haifeng Ling
Online Markov Blanket Learning for High-Dimensional Data. Appl. Intell. 53 (5) (2023)
Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu
Fair Causal Feature Selection. CoRR (2023)
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) (2023)
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) (2023)
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) (2022)
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 (2022)
Zhaolong Ling, Kui Yu, Hao Wang, Lin Liu, Jiuyong Li
Any Part of Bayesian Network Structure Learning. CoRR (2021)
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) (2021)
Zhaolong Ling, Kui Yu, Yiwen Zhang, Lin Liu, Jiuyong Li
Causal Learner: A Toolbox for Causal Structure and Markov Blanket Learning. CoRR (2021)
Kui Yu, Zhaolong Ling, Lin Liu, Hao Wang, Jiuyong Li
Feature Selection for Efficient Local-to-Global Bayesian Network Structure Learning. CoRR (2021)
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) (2020)
Hao Wang, Zhaolong Ling, Kui Yu, Xindong Wu
Towards efficient and effective discovery of Markov blankets for feature selection. Inf. Sci. 509 (2020)
Kui Yu, Xianjie Guo, Lin Liu, Jiuyong Li, Hao Wang, Zhaolong Ling, Xindong Wu
Causality-based Feature Selection: Methods and Evaluations. CoRR (2019)
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) (2019)