Vincent Shin-Mu Tseng

Professor

https://orcid.org/0000-0002-4853-1594

Phone03-5712121#54722
Emailvtseng@cs.nctu.edu.tw
Websitehttp://people.cs.nctu.edu.tw/~vtseng/

Research activity per year

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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 Yang Ming Chiao Tung University

External positions

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2 Active
12 Finished

Multi-Aspect and Dynamic COVID-19 Risk Factors Mining and Predictive Stratification System
Tseng, V. S.
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
Tseng, V. S.
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)
Tseng, V. S.
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
Tseng, V. S.
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
Tseng, V. S.
1/06/18 → 31/08/19
Project: Government Ministry › Ministry of Science and Technology

176 Conference contribution
144 Article
16 Editorial
6 Chapter
More

Application of deep learning algorithm to detect and visualize vertebral fractures on plain frontal radiographs
Chen, H. Y., Hsu, B. W. Y., Yin, Y. K., Lin, F. H., Yang, T. H., Yang, R. S., Lee, C. K. & Tseng, V. S-M., Jan 2021, In: PLoS ONE. 16, 1 January, e0245992.
Research output: Contribution to journal › Article › peer-review

Open Access
A Survey of Utility-Oriented Pattern Mining
Gan, W., Lin, J. C. W., Fournier-Viger, P., Chao, H. C., Tseng, V. S. & Yu, P. S., 1 Apr 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 4, p. 1306-1327 22 p., 8845637.
Research output: Contribution to journal › Article › peer-review
18 Scopus citations
Dynamic Graph Mining for Multi-weight Multi-destination Route Planning with Deadlines Constraints
Huang, Y., Ying, J. J. C., Yu, P. S. & Tseng, V. S-M., Jan 2021, In: ACM Transactions on Knowledge Discovery from Data. 15, 1, 3.
Research output: Contribution to journal › Article › peer-review
Guest Editorial: Artificial Intelligence for Securing Industrial-Based Cyber-Physical Systems
Srivastava, G., Lin, J. C. W., Zhang, X. & Tseng, V. S., 2021, (Accepted/In press) In: IEEE Transactions on Industrial Informatics.
Research output: Contribution to journal › Article › peer-review
IEEE Access Special Section Editorial: Utility-Pattern Mining: Theoretical Analytics and Applications
Lin, J. C. W., Fournier-Viger, P., Tseng, V. S-M. & Yu, P. S., Jan 2021, In: IEEE Access. 9, p. 16604-16607 4 p., 9338464.
Research output: Contribution to journal › Editorial

Open Access

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

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