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
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- 1 Similar Profiles
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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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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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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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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Early Time Series Anomaly Prediction with Multi-Objective Optimization
Chao, T. E., Huang, Y., Dai, H., Yen, G. G. & Tseng, V. S., 2025, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 9, 1, p. 972-987 16 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Efficient genome sequence compression via the fusion of MDL-based heuristics
Nawaz, M. Z., Nawaz, M. S., Fournier-Viger, P., Nawaz, S., Lin, J. C. W. & Tseng, V. S., Aug 2025, In: Information Fusion. 120, 103083.Research output: Contribution to journal › Article › peer-review
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HaGAR: Hardness-aware Generative Adversarial Recommender
Lee, Y. H., Ying, J. J. C. & Tseng, V. S., 10 Mar 2025, WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 838-846 9 p. (WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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HiTrace: Hierarchical Class Tracing Approach for Open-Set Recognition on Skin Lesions
Hsu, B. W. Y. & Tseng, V. S., 2025, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics.Research output: Contribution to journal › Article › peer-review
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Predicting Longitudinal Visual Field Progression with Class Imbalanced Data
Chen, L., Chen, C. H., Wang, W., Lu, D. W. & Tseng, V. S., 2025, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics.Research output: Contribution to journal › Article › peer-review
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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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
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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