Projects per year
Organization profile
organization profile
交通大學數據科學與工程研究所(Institute of Data Science and Engineering) 為國立大學中第一所專注於數據科學(Data Science)之研究所，其特點為以交通大學資訊學院為核心，結合理學院、管理、電機工程、生科等學院多個系所之師資，架構學院間之整合交流平台，建構完整之數據科學學科與教育平台，培育數據分析人才，以因應國家發展與產業升級需求。在此跨學門的新興領域-數據科學，我們期許培養兼備資訊與數統學科核心能力，並結合管理或是生醫、電機與工程等知識之高階數據科學研究人才，進行各項跨領域的數據研究，對於當前複雜且巨量的多種類型資料，進行深度的知識探索及建立預測機制與模型，引導數據科學於人類生活之各層面應用，並提昇未來新興科技產業之發展。
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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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Innovating string-to-graph alignment and genome-guided transcriptome assembly algorithms for the thrid generation sequencin
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
Research output
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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
Prizes
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2048 Group Of Taiwan 2048 Bot Tournament, Tesl, TeSL
Wu, I-Chen (Recipient), 2014
Prize: Honorary award
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Excellent Mentor, National Chiao Tung University
Huang, Jiun-Long (Recipient), 2011
Prize: Honorary award
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Excellent Mentor, National Chiao Tung University
Tseng, Vincent Shin-Mu (Recipient), 2017
Prize: Honorary award
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The International Computer Games Association (ICGA)
I-Chen Wu (Speaker)
7 Jul 2018Activity: Talk or presentation › Invited talk
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International Conference on Computers and Games (CG 2018)
I-Chen Wu (Speaker)
7 Jul 2018Activity: Talk or presentation › Invited talk
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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