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 Yang Ming Chiao Tung University
External positions
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Projects
- 14 Finished
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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
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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
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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
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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
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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
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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-M. & 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
21 Scopus citations -
Convolutional neural network based automatic screening tool for cardiovascular diseases using different intervals of ECG signals
Dai, H., Hwang, H. G. & Tseng, V. S., May 2021, In: Computer Methods and Programs in Biomedicine. 203, 106035.Research output: Contribution to journal › Article › peer-review
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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
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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
Prizes
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Excellent Mentor, National Chiao Tung University
Tseng, Vincent Shin-Mu (Recipient), 2017
Prize: Honorary award
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K.T. Lee Breakthrough Award, Institute of Information & Computing Machinery
Tseng, Vincent Shin-Mu (Recipient), 2014
Prize: Honorary award
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Outstanding Professor Of Electrical Engineering, The Chinese Institute of Electrical Engineering
Tseng, Vincent Shin-Mu (Recipient), 2014
Prize: Honorary award
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Outstanding Research Award, Ministry of Science and Technology
Tseng, Vincent Shin-Mu (Recipient), 2015
Prize: Honorary award
Activities
- 6 Editorial work
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DATA MINING AND KNOWLEDGE DISCOVERY (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
18 Feb 2018 → 18 Feb 2020Activity: Publication peer-review and editorial work › Editorial work
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KNOWLEDGE AND INFORMATION SYSTEMS (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
1 Jan 2016 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work
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IEEE Journal of Biomedical and Health Informatics (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
1 Jan 2014 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
1 Jan 2012 → 31 Dec 2017Activity: Publication peer-review and editorial work › Editorial work
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ACM Transactions on Knowledge Discovery from Data (Event)
Vincent Shin-Mu Tseng (Member of editorial board)
1 Jan 2012 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work