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Artificial Intelligence, Machine Learning
Canada

Activities

Employment (1)

University of Alberta: Edmonton, CA

2023-12-20 to present (Department of Electrical and Computer Engineering)
Employment
Source: Self-asserted source
Suping Xu

Education and qualifications (1)

Nanjing University: Nanjing, Jiangsu, CN

2017-09-01 to 2023-06-30 | Ph.D. (Department of Computer Science and Technology)
Education
Source: Self-asserted source
Suping Xu

Works (18)

Class-specific semi-supervised feature selection with fuzzy convex balling information granularity

Information Sciences
2025-05 | Journal article
Contributors: Hengrong Ju; Jiarong Li; Weiping Ding; Xiaoxue Fan; Jiashuang Huang; Suping Xu; Xibei Yang
Source: check_circle
Crossref

Dual-Channel Fuzzy Interaction Information Fused Feature Selection With Fuzzy Sparse and Shared Granularities

IEEE Transactions on Fuzzy Systems
2024-11 | Journal article
Contributors: Hengrong Ju; Xiaoxue Fan; Weiping Ding; Jiashuang Huang; Suping Xu; Xibei Yang; Witold Pedrycz
Source: check_circle
Crossref

A Q-learning approach to attribute reduction

Applied Intelligence
2023 | Journal article
EID:

2-s2.0-85131333688

Part of ISSN: 15737497 0924669X
Contributors: Liu, Y.; Gong, Z.; Liu, K.; Xu, S.; Ju, H.; Yang, X.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Multi-label learning with Relief-based label-specific feature selection

Applied Intelligence
2023 | Journal article
EID:

2-s2.0-85147183322

Part of ISSN: 15737497 0924669X
Contributors: Zhang, J.; Liu, K.; Yang, X.; Ju, H.; Xu, S.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Triple-G: a new MGRS and attribute reduction

International Journal of Machine Learning and Cybernetics
2022 | Journal article
EID:

2-s2.0-85112073153

Part of ISSN: 1868808X 18688071
Contributors: Ba, J.; Liu, K.; Ju, H.; Xu, S.; Xu, T.; Yang, X.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Attribute-driven image captioning via soft-switch pointer

Pattern Recognition Letters
2021 | Journal article
EID:

2-s2.0-85116039710

Part of ISSN: 01678655
Contributors: Zhou, Y.; Long, J.; Xu, S.; Shang, L.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Robust Label Distribution Learning from a Perspective of Local Collaboration,局部协同视角下的鲁棒标记分布学习

Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence
2021 | Journal article
EID:

2-s2.0-85100465179

Part of ISSN: 10036059
Contributors: Xu, S.; Shang, L.; Zhou, Y.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Robust supervised rough granular description model with the principle of justifiable granularity

Applied Soft Computing
2021-10 | Journal article
Contributors: Hengrong Ju; Weiping Ding; Xibei Yang; Hamido Fujita; Suping Xu
Source: check_circle
Crossref

Label distribution learning: A local collaborative mechanism

International Journal of Approximate Reasoning
2020 | Journal article
EID:

2-s2.0-85082108406

Part of ISSN: 0888613X
Contributors: Xu, S.; Ju, H.; Shang, L.; Pedrycz, W.; Yang, X.; Li, C.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Multi-grained Ensemble Classification Method for Unstructured Data,非结构化数据的多粒度集成分类方法

Nanjing Hangkong Hangtian Daxue Xuebao/Journal of Nanjing University of Aeronautics and Astronautics
2020 | Journal article
EID:

2-s2.0-85095857784

Part of ISSN: 10052615
Contributors: Wang, Z.; Xu, S.; Shang, L.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Foreground Mask Guided Network for Crowd Counting

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Conference paper
EID:

2-s2.0-85072859625

Part of ISBN: 9783030299101
Part of ISSN: 16113349 03029743
Contributors: Li, C.; Shang, L.; Xu, S.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Latent semantics encoding for label distribution learning

IJCAI International Joint Conference on Artificial Intelligence
2019 | Conference paper
EID:

2-s2.0-85074925212

Part of ISBN: 9780999241141
Part of ISSN: 10450823
Contributors: Xu, S.; Shang, L.; Shen, F.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Attribute reduction: An ensemble strategy

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Conference paper
EID:

2-s2.0-85022337536

Part of ISBN: 9783319608365
Part of ISSN: 16113349 03029743
Contributors: Xu, S.; Wang, P.; Li, J.; Yang, X.; Chen, X.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Multigranulation rough set: A multiset based strategy

International Journal of Computational Intelligence Systems
2017 | Journal article
EID:

2-s2.0-85018759699

Part of ISSN: 18756883 18756891
Contributors: Yang, X.; Xu, S.; Dou, H.; Song, X.; Yu, H.; Yang, J.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Multi-label learning with label-specific feature reduction

Knowledge-Based Systems
2016 | Journal article
EID:

2-s2.0-84992292107

Part of ISSN: 09507051
Contributors: Xu, S.; Yang, X.; Yu, H.; Yu, D.-J.; Yang, J.; Tsang, E.C.C.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Neighborhood collaborative classifiers

Proceedings - International Conference on Machine Learning and Cybernetics
2016 | Conference paper
EID:

2-s2.0-85021175711

Part of ISBN: 9781509003891
Part of ISSN: 21601348 2160133X
Contributors: Xu, S.; Yang, X.; Tsang, E.C.C.; Mantey, E.A.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Prediction of protein structural classes by decreasing nearest neighbor error rate

Proceedings - International Conference on Machine Learning and Cybernetics
2015 | Conference paper
EID:

2-s2.0-85020735544

Part of ISBN: 9781467372213
Part of ISSN: 21601348 2160133X
Contributors: Xu, S.-P.; Yang, X.-B.; Song, X.-N.; Yu, H.-L.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

The models of variable precision multigranulation rough sets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | Conference paper
EID:

2-s2.0-84865024030

Part of ISBN: 9783642318993
Part of ISSN: 03029743 16113349
Contributors: Dou, H.; Yang, X.; Fan, J.; Xu, S.
Source: Self-asserted source
Suping Xu via Scopus - Elsevier

Peer review (21 reviews for 9 publications/grants)

Review activity for Annals of operation research. (1)
Review activity for Applied soft computing. (4)
Review activity for Expert systems with applications. (1)
Review activity for Information sciences. (2)
Review activity for International journal of machine learning and cybernetics. (5)
Review activity for Neurocomputing. (5)
Review activity for npj digital medicine. (1)
Review activity for Pattern recognition letters. (1)
Review activity for Pattern recognition. (1)