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, Computer Science, National Yang Ming 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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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具高精度、修正能力及情境感知之長期間時空預測技術
Tseng, V.S.-M. (PI)
1/08/24 → 31/07/25
Project: Government Ministry › Other Government Ministry Institute
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Novel Continual Learning Techniques based on Deep Learning and Edge Computing
Tseng, V.S.-M. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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具高精度、修正能力及情境感知之長期間時空預測技術
Tseng, V.S.-M. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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前瞻性時間序列機器學習核心技術及整合工具之研發(2/2)
Tseng, V.S.-M. (PI)
1/11/22 → 31/10/23
Project: Government Ministry › Other Government Ministry Institute
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具高精度、修正能力及情境感知之長期間時空預測技術
Tseng, V.S.-M. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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A multi-label transformer-based deep learning approach to predict focal visual field progression
Chen, L., Tseng, V. S., Tsung, T. H. & Lu, D. W., Jul 2024, In: Graefe's Archive for Clinical and Experimental Ophthalmology. 262, 7, p. 2227-2235 9 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Automatic 3D left atrial strain extraction framework on cardiac computed tomography
Chen, L., Huang, S. H., Wang, T. H., Tseng, V. S., Tsao, H. M. & Tang, G. J., Jul 2024, In: Computer Methods and Programs in Biomedicine. 252, 108236.Research output: Contribution to journal › Article › peer-review
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Deep Deblurring in Teledermatology: Deep Learning Models Restore the Accuracy of Blurry Images' Classification
Yeh, H. H., Hsu, B. W. Y., Chou, S. Y., Hsu, T. J., Tseng, V. S. & Lee, C. H., 1 Sep 2024, In: Telemedicine Journal and e-Health. 30, 9, p. 2477-2482 6 p.Research output: Contribution to journal › Article › peer-review
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Extracting Stock Predictive Information in Mutual Fund Managers’ Portfolio Decisions Through Machine Learning with Hypergraph
Chen, Y. S., Kao, C. L. M., Liu, P. H. & Tseng, V. S., 2024, (Accepted/In press) In: Computational Economics.Research output: Contribution to journal › Article › peer-review
Open Access -
General Chairs’ Preface
Tseng, V. S. & Pei, J., 2024, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 14645 LNAI, p. vResearch output: Contribution to journal › Editorial
Prizes
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K.T. Lee Breakthrough Award, Institute of Information & Computing Machinery
Tseng, S. (Recipient), 2014
Prize: Honorary award
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Outstanding Professor Of Electrical Engineering, The Chinese Institute of Electrical Engineering
Tseng, S. (Recipient), 2014
Prize: Honorary award
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Outstanding Research Award, Ministry of Science and Technology
Tseng, S. (Recipient), 2015
Prize: Honorary award
Activities
- 6 Editorial work
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DATA MINING AND KNOWLEDGE DISCOVERY (Event)
Tseng, V.S.-M. (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)
Tseng, V.S.-M. (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)
Tseng, V.S.-M. (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)
Tseng, V.S.-M. (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)
Tseng, V.S.-M. (Member of editorial board)
1 Jan 2012 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work