Peng Zhou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Rough Set Model

Irrelevant Features

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Expert Syst. Appl.

Knowl. Based Syst.

Publications

Peng Zhou, Xin Jiang, Shu Zhao
Unsupervised technical phrase extraction by incorporating structure and position information. Expert Syst. Appl. 245 (2024)
Peng Zhou, Shuai Zhang, Mu Li, Yuanting Yan
Online learning from capricious data streams via shared and new feature spaces. Appl. Intell. 54 (19) (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)
Peng Zhou, Ji Liang, Yuanting Yan, Shu Zhao, Xindong Wu
Explainable feature selection and ensemble classification via feature polarity. Inf. Sci. 676 (2024)
Fulan Qian, Kaili Qin, Hai Chen, Jie Chen, Shu Zhao, Peng Zhou, Yanping Zhang
Utilizing the influence of multiple potential factors for social recommendation. Knowl. Inf. Syst. 65 (10) (2023)
Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu
Fair Causal Feature Selection. CoRR (2023)
Peng Zhou, Ni Wang, Shu Zhao, Yanping Zhang, Xindong Wu
Difficult Novel Class Detection in Semisupervised Streaming Data. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Peng Zhou, Ni Wang, Shu Zhao, Yanping Zhang
Robust semi-supervised clustering via data transductive warping. Appl. Intell. 53 (2) (2023)
Peng Zhou, Yunyun Zhang, Peipei Li, Xindong Wu
General assembly framework for online streaming feature selection via Rough Set models. Expert Syst. Appl. 204 (2022)
Peng Zhou, Yunyun Zhang, Yuanting Yan, Shu Zhao
Unknown Type Streaming Feature Selection via Maximal Information Coefficient. ICDM (Workshops) (2022)
Peng Zhou, Shu Zhao, Yuan-Ting Yan, Xindong Wu
Online Scalable Streaming Feature Selection via Dynamic Decision. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Peng Zhou, Ni Wang, Shu Zhao
Online group streaming feature selection considering feature interaction. Knowl. Based Syst. 226 (2021)
Peng Zhou, Peipei Li, Shu Zhao, Xindong Wu
Feature Interaction for Streaming Feature Selection. IEEE Trans. Neural Networks Learn. Syst. 32 (10) (2021)
Peng Zhou, Peipei Li, Shu Zhao, Yanping Zhang
Online early terminated streaming feature selection based on Rough Set theory. Appl. Soft Comput. 113 (Part) (2021)
Xindong Wu, Shaojing Sheng, Peng Zhou
Balanced Tree Partitioning with Succinct Logic. ICKG (2020)
Peng Zhou, Xuegang Hu, Pei-Pei Li, Xindong Wu
OFS-Density: A novel online streaming feature selection method. Pattern Recognit. 86 (2019)
Peng Zhou, Xuegang Hu, Pei-Pei Li, Xindong Wu
Online streaming feature selection using adapted Neighborhood Rough Set. Inf. Sci. 481 (2019)
Xuegang Hu, Peng Zhou, Pei-Pei Li, Jing Wang, Xindong Wu
A survey on online feature selection with streaming features. Frontiers Comput. Sci. 12 (3) (2018)
Peng Zhou, Xuegang Hu, Pei-Pei Li, Xindong Wu
Online feature selection for high-dimensional class-imbalanced data. Knowl. Based Syst. 136 (2017)
Peng Zhou, Xuegang Hu, Pei-Pei Li
A New Online Feature Selection Method Using Neighborhood Rough Set. ICBK (2017)