New Factorization and Multi-Label Based Matrix Completion Methods for Heterogeneous Data and Emojis Recommender System

Project: Research

Research Output

  1. 2024
  2. Published

    Extractive Negative Opinion Summarization of Consumer Electronics Reviews

    Zhao, Y., Ma, J. & Chow, T. W. S., Feb 2024, In: IEEE Transactions on Consumer Electronics. 70, 1, p. 3521-3528 8 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  3. Published

    Partial Sequence Labeling With Structured Gaussian Processes

    Lu, X. & Chow, T. W. S., Feb 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 2783-2792 10 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  4. 2023
  5. Published

    Opinion Summarization via Submodular Information Measures

    Zhao, Y. & Chow, T. W. S., Nov 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 11, p. 11708-11721 14 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  6. Online published

    Latent Topic-Aware Multioutput Learning

    Ma, J. & Chow, T. W. S., 15 Aug 2023, (Online published) In: IEEE Transactions on Systems, Man, and Cybernetics: Systems.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  7. Published

    Modeling Sequential Annotations for Sequence Labeling With Crowds

    Lu, X. & Chow, T. W. S., Apr 2023, In: IEEE Transactions on Cybernetics. 53, 4, p. 2335-2345 11 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  8. Published

    ExpGCN: Review-aware Graph Convolution Network for explainable recommendation

    Wei, T., Chow, T. W. S., Ma, J. & Zhao, M., Jan 2023, In: Neural Networks. 157, p. 202-215

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 8
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  9. 2022
  10. Published

    Multilabel Classification With Group-Based Mapping: A Framework With Local Feature Selection and Local Label Correlation

    Ma, J., Chiu, B. C. Y. & Chow, T. W. S., Jun 2022, In: IEEE Transactions on Cybernetics. 52, 6, p. 4596-4610 15 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 14
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  11. Online published

    Modeling Self-Representation Label Correlations for Textual Aspects and Emojis Recommendation

    Wei, T., Chow, T. W. S. & Ma, J., 12 May 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 13 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  12. Published

    Topic-Based Instance and Feature Selection in Multilabel Classification

    Ma, J. & Chow, T. W. S., Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 315-329 15 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
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  13. 2021
  14. Published

    Monotone submodular subset for sentiment analysis of online reviews

    Zhao, Y. & Chow, T. W. S., Oct 2021, In: Neural Computing and Applications. 33, 19, p. 12381–12396

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  15. Published

    Opinion subset selection via submodular maximization

    Zhao, Y. & Chow, T. W. S., Jun 2021, In: Information Sciences. 560, p. 283-306

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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