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
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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)
1/11/22 → 31/10/23
Project: Government Ministry › Other Government Ministry Institute
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Novel Continual Learning Techniques based on Deep Learning and Edge Computing
1/08/22 → 31/07/23
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
1/08/22 → 31/07/23
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
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
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Continual learning with attentive recurrent neural networks for temporal data classification
Yin, S. Y., Huang, Y., Chang, T. Y., Chang, S. F. & Tseng, V. S., Jan 2023, In: Neural Networks. 158, p. 171-187 17 p.Research output: Contribution to journal › Article › peer-review
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Deep learning-based automatic left atrial appendage filling defects assessment on cardiac computed tomography for clinical and subclinical atrial fibrillation patients
Chen, L., Huang, S. H., Wang, T. H., Lan, T. Y., Tseng, V. S., Tsao, H-M., Wang, H. H. & Tang, G. J., Jan 2023, In: Heliyon. 9, 1, e12945.Research output: Contribution to journal › Article › peer-review
Open Access -
Identification of Coronary Culprit Lesion in ST Elevation Myocardial Infarction by Using Deep Learning
Tseng, L. M., Chuang, C. Y., Chua, S. K. & Tseng, V. S., 2023, In: IEEE Journal of Translational Engineering in Health and Medicine. 11, p. 70-79 10 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Deep LearningeEnabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome
Liu, C. M., Liu, C-L., Hu, K. W., Tseng, V. S-M., Chang, S. L., Lin, Y. J., Lo, L. W., Chao, T. F., Tuan, T. C., Liao, J. N., Lin, C. Y., Chang, T. Y., Shen-Jang Fann, C., Higa, S., Higa, S., Hu, Y. F. & Chen, S. A., Feb 2022, In: Canadian Journal of Cardiology. 38, 2, p. 152-159 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Deep Learning–Enabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome
Liu, C. M., Liu, C. L., Hu, K. W., Tseng, V. S., Chang, S. L., Lin, Y. J., Lo, L. W., Chung, F. P., Chao, T. F., Tuan, T. C., Liao, J. N., Lin, C. Y., Chang, T. Y., Shen-Jang Fann, C., Higa, S., Yagi, N., Hu, Y. F. & Chen, S. A., Feb 2022, In: Canadian Journal of Cardiology. 38, 2, p. 152-159 8 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations
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