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Eric C.C. Tsang

Macau University of Science and Technology

40H-index
231Paper Count
6.4KCitation Count
Published Papers 52
Publication Date
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A high-performance method for handling dual mixed data based on three-way decision
errINFORMATION SCIENCES
IF6.8
err2025-11-01
err0
PREAI
errWang, Wanting; Kong, Qingzhao; Yao, Yiyu; Tsang, Eric C. C.; Yan, Conghao
errShare
errSave
Fidelity-Preserving Concept Stylization with ST-LoRA and multimodal conditions
errExpert Systems with Applications
IF7.5
err2025-07-23
err0
PREAI
errSuoyu Zhang; Eric C.C. Tsang; Yong Wang; Jiaming Wu
errShare
errSave
Association-based concept-cognitive learning for classification: Fusing knowledge with distance metric learning
errInformation Fusion
IF15.5
err2025-06-22
err0
PREAI
errChengling Zhang; Guangming Xue; Weihua Xu; Huilai Zhi; Yinfeng Zhou; Eric C.C. Tsang
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errSave
Revisiting data reduction for boolean matrix factorization algorithms based on formal concept analysis
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2024-06-11
err0
PREAI
errYang, Lanzhen; Tsang, Eric C. C.; Mao, Hua; Zhang, Chengling; Wu, Jiaming
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errSave
Correlation concept-cognitive learning model for multi-label classification
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-04-01
err6
PREAI
errWu, Jiaming; Tsang, Eric C. C.; Xu, Weihua; Zhang, Chengling; Yang, Lanzhen
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errSave
ELM parameter estimation in view of maximum likelihood
errNEUROCOMPUTING
IF6.5
err2023-11-01
err5
PREAI
errYang, Lanzhen; Tsang, Eric C. C.; Wang, Xizhao; Zhang, Chengling
errShare
errSave
Ensemble of kernel extreme learning machine based elimination optimization for multi-label classification
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-10-01
err16
PREAI
errZhang, Qingshuo; Tsang, Eric C. C.; He, Qiang; Guo, Yanting
errShare
errSave
Attribute reduction based on neighborhood constrained fuzzy rough sets
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-08-01
err13
PREAI
errHu, Meng; Guo, Yanting; Chen, Degang; Tsang, Eric C. C.; Zhang, Qingshuo
errShare
errSave
Incremental concept-cognitive learning approach for concept classification oriented to weighted fuzzy concepts
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-01-01
err16
PREAI
errZhang, Chengling; Tsang, Eric C. C.; Xu, Weihua; Lin, Yidong; Yang, Lanzhen
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errSave
A robust approach to attribute reduction based on double fuzzy consistency measure
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-10-01
err9
PREAI
errGuo, Yanting; Hu, Meng; Wang, Xizhao; Tsang, Eric C. C.; Chen, Degang; Xu, Weihua
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errSave
Fast and Robust Attribute Reduction Based on the Separability in Fuzzy Decision Systems
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2022-06-01
err60
PREAI
errHu, Meng; Tsang, Eric C. C.; Guo, Yanting; Xu, Weihua
errShare
errSave
Distance metric learning with local multiple kernel embedding
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2022-01-24
err2
PREAI
errZhang, Qingshuo; Tsang, Eric C. C.; He, Qiang; Hu, Meng
errShare
errSave
A novel approach to concept-cognitive learning in interval-valued formal contexts: a granular computing viewpoint
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2021-11-17
err16
PREAI
errHu, Meng; Tsang, Eric C. C.; Guo, Yanting; Zhang, Qingshuo; Chen, Degang; Xu, Weihua
errShare
errSave
Robustness analysis of classical and fuzzy decision trees under adversarial evasion attack
errAPPLIED SOFT COMPUTING
IF6.6
err2021-08-01
err16
PREAI
errChan, Patrick P. K.; Zheng, Juan; Liu, Han; Tsang, E. C. C.; Yeung, Daniel S.
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errSave
A novel approach to attribute reduction based on weighted neighborhood rough sets
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-05-01
err86
PREAI
errHu, Meng; Tsang, Eric C. C.; Guo, Yanting; Chen, Degang; Xu, Weihua
errShare
errSave
Causative label flip attack detection with data complexity measures
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2020-07-03
err5
PREAI
errChan, Patrick P. K.; He, Zhimin; Hu, Xian; Tsang, Eric C. C.; Yeung, Daniel S.; Ng, Wing W. Y.
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errSave
Incremental updating approximations for double-quantitative decision-theoretic rough sets with the variation of objects
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-02-01
err29
PREAI
errGuo, Yanting; Tsang, Eric C. C.; Hu, Meng; Lin, Xuxin; Chen, Degang; Xu, Weihua; Sang, Binbin
errShare
errSave
Adaptive weighted generalized multi-granulation interval-valued decision-theoretic rough sets
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-01-01
err31
PREAI
errGuo, Yanting; Tsang, Eric C. C.; Xu, Weihua; Chen, Degang
errShare
errSave
Multi-level cognitive concept learning method oriented to data sets with fuzziness: a perspective from features
errSOFT COMPUTING
IF2.5
err2019-06-29
err22
PREAI
errTsang, Eric C. C.; Fan, Bingjiao; Chen, Degang; Xu, Weihua; Li, Wentao
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errSave
Attribute-oriented cognitive concept learning strategy: a multi-level method
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2018-10-28
err39
PREAI
errFan, Bingjiao; Tsang, Eric C. C.; Xu, Weihua; Chen, Degang; Li, Wentao
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
İ
İbrahim Dinçer
H-index: 152 · Papers: 2.2K
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
P
Pheng‐Ann Heng
H-index: 108 · Papers: 1.0K
Y
Yiyu Yao
H-index: 90 · Papers: 640
胡清华 cover
胡清华 (Qinghua Hu)
H-index: 84 · Papers: 668
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