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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Collaborations and top research areas from the last five years
Projects
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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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電腦遊戲問題之確切解研究
Wu, I.-C. (PI)
1/08/23 → 31/07/24
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
Hung, J.-H. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
Research output
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Alerting to Behavioral and Psychological Symptoms of Dementia Using Machine Learning and Wearable Devices
Chen, O. T. Y., Yao, B. W., Tseng, V. S. & Yang, Y. H., 1 Jan 2026, Management of Dementia from the Preclinical Stage: An Update. Springer Nature, p. 139-161 23 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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A Study of Solving Life-and-Death Problems in Go Using Relevance-Zone-Based Solvers
Shih, C. C., Wu, T. R., Wei, T. H., Hsu, Y. S., Guei, H. & Wu, I. C., 2026, In: IEEE Transactions on Games. 18, 1, p. 223-228 6 p.Research output: Contribution to journal › Article › peer-review
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Automated estimation of computed tomography-derived left ventricular mass using sex-specific 12-lead ECG-based temporal convolutional network
Pan, H. Y., Hsu, B. W. Y., Chou, C. T., Hsu, Y. Y., Lee, C. K., Lee, W. J., Ko, T. M., Tseng, V. S. & Wang, T. D., 1 Jan 2026, In: European Heart Journal - Digital Health. 7, 1, ztaf122.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.-C. (Recipient), 2014
Prize: Honorary award
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International Conference on Computers and Games (CG 2018)
Wu, I.-C. (Speaker)
7 Jul 2018Activity: Talk or presentation › Invited talk
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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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The International Computer Games Association (ICGA)
Wu, I.-C. (Speaker)
7 Jul 2018Activity: Talk or presentation › Invited talk