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Personal profile

Research Interests

Big Data, Data Mining, Biomedical Informatics, Mobile and Social Networks

Experience

1. Professor, Department of Computer Science, National Chiao Tung University 2015 - Now
2. Professor, Department of Computer Science and Information Engineering, National Cheng Kung University (NCKU), 2007-2014
3. President, Taiwanese Association for Artificial Intelligence (TAAI)
4. Director, Institute of Medical Informatics, NCKU, 2008-2011
5. Director, Department of Medical Informatics, NCKU Hospital, 2004-2007

Education/Academic qualification

PhD, National Chiao Tung University

External positions

Fingerprint Dive into the research topics where Vincent Shin-Mu Tseng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Projects

Multi-Aspect and Dynamic COVID-19 Risk Factors Mining and Predictive Stratification System

Tseng, V. S.

1/07/2031/05/21

Project: Government MinistryMinistry of Science and Technology

Effective Multi-Aspects Big Data Analytics Techniques for the Economic and Commerce Trends Prediction System

Tseng, V. S.

1/06/2031/05/21

Project: Government MinistryMinistry of Science and Technology

I DeepCare: Intelligent Deep-level Healthcare using Deep Machine Learning and Big Data Analytics Techniques

Tseng, V. S.

1/11/1831/01/20

Project: Government MinistryMinistry of Science and Technology

Effective Multi-Aspects Big Data Analytics Techniques for the Economic and Commerce Trends Prediction System

Tseng, V. S.

1/06/1831/08/19

Project: Government MinistryMinistry of Science and Technology

Research Output

A deep learning approach in diagnosing fungal keratitis based on corneal photographs

Kuo, M. T., Hsu, B. W. Y., Yin, Y. K., Fang, P. C., Lai, H. Y., Chen, A., Yu, M. S. & Tseng, V. S., 1 Dec 2020, In : Scientific reports. 10, 1, 14424.

Research output: Contribution to journalArticle

Open Access
  • Efficient methods for mining weighted clickstream patterns

    Huynh, H. M., Nguyen, L. T. T., Vo, B., Nguyen, A. & Tseng, V. S., 15 Mar 2020, In : Expert Systems with Applications. 142, 112993.

    Research output: Contribution to journalArticle

  • 6 Scopus citations

    Leveraging multimodal deep learning architecture with retina lesion information to detect diabetic retinopathy

    Tseng, V. S., Chen, C. L., Liang, C. M., Tai, M. C., Liu, J. T., Wu, P. Y., Deng, M. S., Lee, Y. W., Huang, T. Y. & Chen, Y. H., 2020, In : Translational Vision Science and Technology. 9, 2, p. 1-12 12 p., 41.

    Research output: Contribution to journalArticle

    Open Access
  • PURL: Periodic user representation learning from temporal event records for personalized health management

    Huang, Y., Hsu, C. L. & Tseng, V. S-M., Feb 2020, Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020. Lee, W., Chen, L., Moon, Y-S., Bourgeois, J., Bennis, M., Li, Y-F., Ha, Y-G., Kwon, H-Y. & Cuzzocrea, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 358-365 8 p. 9070765. (Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • An efficient algorithm for mining high utility quantitative itemsets

    Li, C. H., Wu, C. W., Huang, J. T. & Tseng, V. S., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 1005-1012 8 p. 8955580. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Activities

    • 6 Editorial work

    DATA MINING AND KNOWLEDGE DISCOVERY (Event)

    Vincent Shin-Mu Tseng (Member of editorial board)

    18 Feb 201818 Feb 2020

    Activity: Publication peer-review and editorial workEditorial work

    KNOWLEDGE AND INFORMATION SYSTEMS (Event)

    Vincent Shin-Mu Tseng (Member of editorial board)

    1 Jan 201631 Dec 2018

    Activity: Publication peer-review and editorial workEditorial work

    IEEE Journal of Biomedical and Health Informatics (Event)

    Vincent Shin-Mu Tseng (Member of editorial board)

    1 Jan 201431 Dec 2018

    Activity: Publication peer-review and editorial workEditorial work

    ACM Transactions on Knowledge Discovery from Data (Event)

    Vincent Shin-Mu Tseng (Member of editorial board)

    1 Jan 201231 Dec 2018

    Activity: Publication peer-review and editorial workEditorial work

    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (Event)

    Vincent Shin-Mu Tseng (Member of editorial board)

    1 Jan 201231 Dec 2017

    Activity: Publication peer-review and editorial workEditorial work