Projects per year
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
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Projects
Multi-Aspect and Dynamic COVID-19 Risk Factors Mining and Predictive Stratification System
1/07/20 → 31/05/21
Project: Government Ministry › Ministry of Science and Technology
Effective Multi-Aspects Big Data Analytics Techniques for the Economic and Commerce Trends Prediction System
1/06/20 → 31/05/21
Project: Government Ministry › Ministry of Science and Technology
高效性多面向大數據分析技術及經濟與商務趨勢預測系統之研發-高效性多面向大數據分析技術及經濟與商務趨勢預測系統之研發(3/3)
1/06/19 → 31/08/20
Project: Government Ministry › Ministry of Science and Technology
I DeepCare: Intelligent Deep-level Healthcare using Deep Machine Learning and Big Data Analytics Techniques
1/11/18 → 31/01/20
Project: Government Ministry › Ministry of Science and Technology
Effective Multi-Aspects Big Data Analytics Techniques for the Economic and Commerce Trends Prediction System
1/06/18 → 31/08/19
Project: Government Ministry › Ministry 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 journal › Article
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 journal › Article
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 journal › Article
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 proceeding › Conference 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 proceeding › Conference contribution
Prizes
Excellent Mentor, National Chiao Tung University
Tseng, Vincent Shin-Mu (Recipient), 2017
Prize: Honorary award
K.T. Lee Breakthrough Award, Institute of Information & Computing Machinery
Tseng, Vincent Shin-Mu (Recipient), 2014
Prize: Honorary award
Outstanding Professor Of Electrical Engineering, The Chinese Institute of Electrical Engineering
Tseng, Vincent Shin-Mu (Recipient), 2014
Prize: Honorary award
Outstanding Research Award, Ministry of Science and Technology
Tseng, Vincent Shin-Mu (Recipient), 2015
Prize: Honorary award
Activities
- 6 Editorial work
DATA MINING AND KNOWLEDGE DISCOVERY (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
18 Feb 2018 → 18 Feb 2020
Activity: Publication peer-review and editorial work › Editorial work
KNOWLEDGE AND INFORMATION SYSTEMS (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
1 Jan 2016 → 31 Dec 2018
Activity: Publication peer-review and editorial work › Editorial work
IEEE Journal of Biomedical and Health Informatics (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
1 Jan 2014 → 31 Dec 2018
Activity: Publication peer-review and editorial work › Editorial work
ACM Transactions on Knowledge Discovery from Data (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
1 Jan 2012 → 31 Dec 2018
Activity: Publication peer-review and editorial work › Editorial work
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
1 Jan 2012 → 31 Dec 2017
Activity: Publication peer-review and editorial work › Editorial work