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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Dive into the research topics where Institute of Data Science and Engineering is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.
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
Research output
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Designing and Evaluating an Immersive Extended Reality (XR) Learning Experience for Computer Science and Engineering Students
Chang, H. T., Chuang, J. H., Hsieh, C. M., Chang, H. Y. & Wang, C. C., 2025, In: International Journal of Engineering Education. 41, 1, p. 209-220 12 p.Research output: Contribution to journal › Article › peer-review
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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
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