Peng Zhou

39 papers A* 3Journal 32Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Density-Based Online Concept Evolution Detection in Streaming Features.
IEEE Trans. Emerg. Top. Comput. Intell.
Peng Zhou, Haoran Yu, Yuanting Yan, Xindong Wu
2026 J jnl
Unsupervised heterogeneous group streaming feature selection.
Pattern Recognit.
Peng Zhou, Qianzhen Chen, Lei Sang, Shu Zhao, Xindong Wu
2025 J jnl
Causal Discovery Using Weight-Based Conditional Independence Test.
ACM Trans. Knowl. Discov. Data
Zhaolong Ling, Bo Li, Yiwen Zhang, Peng Zhou, Xingyu Wu, Yuee Huang, Kui Yu, Xindong Wu
2025 J jnl
Causal Feature Selection With Imbalanced Data.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Bingbing Jiang, Kui Yu, Xindong Wu
2025 J jnl
Constructive sample partition-based parameter-free sampling for class-overlapped imbalanced data classification.
Appl. Intell.
Weiqing Wang, Yuanting Yan, Peng Zhou, Shu Zhao, Yiwen Zhang
2025 J jnl
Contextualized Quaternion Embedding Towards Polysemy in Knowledge Graph for Link Prediction.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Jie Chen, Yinlong Wang, Shu Zhao, Peng Zhou, Yanping Zhang
2025 J jnl
Data gravitation-based three-way sampling method for imbalanced data classification.
Inf. Sci.
Yuanting Yan, Weiqing Wang, Yingao Ma, Yang Tian, Peng Zhou
2025 J jnl
EACE: Explain Anomaly via Counterfactual Explanations.
Pattern Recognit.
Peng Zhou, Qihui Tong, Shiji Chen, Yunyun Zhang, Xindong Wu
2025 J jnl
Federated causal structure learning with missing data.
Knowl. Based Syst.
Jiaqi Shi, Xiaoling Huang, Xianjie Guo, Kui Yu, Chengxiang Hu, Peng Zhou
2025 J jnl
GDHS: An efficient hybrid sampling method for multi-class imbalanced data classification.
Neurocomputing
Yuanting Yan, Yan Lv, Shuangyue Han, Chengjin Yu, Peng Zhou
2025 A* conf
Gradient-based Causal Feature Selection.
IJCAI
Zhaolong Ling, Mengxiang Guo, Xingyu Wu, Debo Cheng, Peng Zhou, Tianci Li, Zhangling Duan
2025 A* conf
Hybrid Local Causal Discovery.
IJCAI
Zhaolong Ling, Honghui Peng, Yiwen Zhang, Debo Cheng, Xingyu Wu, Peng Zhou, Kui Yu
2025 J jnl
Online Distributed Heterogeneous Streaming Feature Selection.
ACM Trans. Intell. Syst. Technol.
Peng Zhou, Huiqi Deng, Yunyun Zhang, Zhaolong Ling, Xindong Wu
2025 J jnl
Online Stable Streaming Feature Selection via Feature Aggregation.
ACM Trans. Knowl. Discov. Data
Peng Zhou, Qi Wang, Yunyun Zhang, Zhaolong Ling, Shu Zhao, Xindong Wu
2025 J jnl
Synthetic oversampling with Mahalanobis distance and local information for highly imbalanced class-overlapped data.
Expert Syst. Appl.
Yuanting Yan, Lei Zheng, Shuangyue Han, Chengjin Yu, Peng Zhou
2024 J jnl
Concept Evolution Detecting over Feature Streams.
ACM Trans. Knowl. Discov. Data
Peng Zhou, Yufeng Guo, Haoran Yu, Yuanting Yan, Yanping Zhang, Xindong Wu
2024 J jnl
Explainable feature selection and ensemble classification via feature polarity.
Inf. Sci.
Peng Zhou, Ji Liang, Yuanting Yan, Shu Zhao, Xindong Wu
2024 J jnl
Hybrid Local Causal Discovery.
CoRR
Zhaolong Ling, Honghui Peng, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu
2024 J jnl
Online Heterogeneous Streaming Feature Selection Without Feature Type Information.
IEEE Trans. Big Data
Peng Zhou, Yunyun Zhang, Zhaolong Ling, Yuanting Yan, Shu Zhao, Xindong Wu
2024 J jnl
Online learning from capricious data streams via shared and new feature spaces.
Appl. Intell.
Peng Zhou, Shuai Zhang, Mu Li, Yuanting Yan
2024 J jnl
Unsupervised technical phrase extraction by incorporating structure and position information.
Expert Syst. Appl.
Peng Zhou, Xin Jiang, Shu Zhao
2023 J jnl
Difficult Novel Class Detection in Semisupervised Streaming Data.
IEEE Trans. Neural Networks Learn. Syst.
Peng Zhou, Ni Wang, Shu Zhao, Yanping Zhang, Xindong Wu
2023 J jnl
Fair Causal Feature Selection.
CoRR
Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu
2023 J jnl
Robust semi-supervised clustering via data transductive warping.
Appl. Intell.
Peng Zhou, Ni Wang, Shu Zhao, Yanping Zhang
2023 J jnl
Utilizing the influence of multiple potential factors for social recommendation.
Knowl. Inf. Syst.
Fulan Qian, Kaili Qin, Hai Chen, Jie Chen, Shu Zhao, Peng Zhou, Yanping Zhang
2022 J jnl
General assembly framework for online streaming feature selection via Rough Set models.
Expert Syst. Appl.
Peng Zhou, Yunyun Zhang, Peipei Li, Xindong Wu
2022 J jnl
Online Scalable Streaming Feature Selection via Dynamic Decision.
ACM Trans. Knowl. Discov. Data
Peng Zhou, Shu Zhao, Yuan-Ting Yan, Xindong Wu
2022 — conf
Unknown Type Streaming Feature Selection via Maximal Information Coefficient.
ICDM (Workshops)
Peng Zhou, Yunyun Zhang, Yuanting Yan, Shu Zhao
2021 J jnl
Feature Interaction for Streaming Feature Selection.
IEEE Trans. Neural Networks Learn. Syst.
Peng Zhou, Peipei Li, Shu Zhao, Xindong Wu
2021 J jnl
Online early terminated streaming feature selection based on Rough Set theory.
Appl. Soft Comput.
Peng Zhou, Peipei Li, Shu Zhao, Yanping Zhang
2021 J jnl
Online group streaming feature selection considering feature interaction.
Knowl. Based Syst.
Peng Zhou, Ni Wang, Shu Zhao
2020 — conf
Balanced Tree Partitioning with Succinct Logic.
ICKG
Xindong Wu, Shaojing Sheng, Peng Zhou
2019 A* conf
Automatic Knowledge Graph Construction: A Report on the 2019 ICDM/ICBK Contest.
ICDM
Xindong Wu, Jia Wu, Xiaoyi Fu, Jiachen Li, Peng Zhou, Xu Jiang
2019 — conf
CEPV: A Tree Structure Information Extraction and Visualization Tool for Big Knowledge Graph.
ICBK
Shaojing Sheng, Peng Zhou, Xindong Wu
2019 J jnl
OFS-Density: A novel online streaming feature selection method.
Pattern Recognit.
Peng Zhou, Xuegang Hu, Pei-Pei Li, Xindong Wu
2019 J jnl
Online streaming feature selection using adapted Neighborhood Rough Set.
Inf. Sci.
Peng Zhou, Xuegang Hu, Pei-Pei Li, Xindong Wu
2018 J jnl
A survey on online feature selection with streaming features.
Frontiers Comput. Sci.
Xuegang Hu, Peng Zhou, Pei-Pei Li, Jing Wang, Xindong Wu
2017 — conf
A New Online Feature Selection Method Using Neighborhood Rough Set.
ICBK
Peng Zhou, Xuegang Hu, Pei-Pei Li
2017 J jnl
Online feature selection for high-dimensional class-imbalanced data.
Knowl. Based Syst.
Peng Zhou, Xuegang Hu, Pei-Pei Li, Xindong Wu