Graduate Institute of Data Science

Projects

Projects per year 2011 2017 2018 2019 2020 2021 2022 2023

• 5 Active
• 55 Finished

Projects per year

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• Finished

  開發多中心臨床醫院數據之整合、精煉與驗證模式：以糖尿病和心血管疾病主題式資料庫為例

  Hsu, M.

  1/1/22 → 12/31/22

  Project: B - Project of TMU › h - Higher Education Sprout Project

• 基於真實世界數據之肺癌治療語意分析平台

  Chang, Y.

  1/1/22 → 12/31/22

  Project: B - Project of TMU › h - Higher Education Sprout Project

• 以機器學習和自然語言理解技術探勘社群互動關係及商業智慧之應用(2/2)

  Chang, Y.

  8/1/21 → 7/31/22

  Project: A - Government Institution › b - Ministry of Science and Technology

• 混合中位數及平均數之統合分析方法探討--應用於pre-post之研究設計

  Chen, J.

  8/1/21 → 7/31/22

  Project: A - Government Institution › b - Ministry of Science and Technology

• 建構虛擬斑馬魚系統以研析化合物毒性(1/3)

  Tung, C.

  8/1/21 → 7/31/22

  Project: A - Government Institution › b - Ministry of Science and Technology

• Integrating Contextual and Linguistic Features with BERT for Predicting Protein-Protein Interaction

  Chang, Y.

  7/1/21 → 2/28/22

  Project: A - Government Institution › b - Ministry of Science and Technology

• 109-110年度「緊急醫療救護智能平臺優化及整合計畫」

  Chuang, S.

  2/2/21 → 12/31/21

  Project: A - Government Institution › c - Ministry of Health and Welfare

• 建置農藥於皮膚過敏性之動物替代平台-電腦模擬評估

  Tung, C.

  1/8/21 → 12/31/21

  Project: A - Government Institution › f - Other (Funded by Government)

• 以深度學習和自然語言理解技術分析生醫文獻資料

  Chang, Y.

  1/1/21 → 12/31/21

  Project: B - Project of TMU › h - Higher Education Sprout Project

• 使用CIP代碼構建評估跨領域學習的指標

  Chen, J.

  1/1/21 → 12/31/21

  Project: B - Project of TMU › i - Other (Funded by TMU)

• 建構食品接觸物質遷移量預測模型

  Tung, C.

  1/1/21 → 12/31/21

  Project: A - Government Institution › a - National Health Research Institutes

• 精進防疫一體傳染病智慧防治技術

  Tung, C.

  1/1/21 → 12/31/21

  Project: A - Government Institution › e - Council of Agriculture

• 以多目標深度學習方法進行中文短句語意分析與建構領域對話機器人之研究(3/3)

  Chang, Y.

  9/1/20 → 8/1/21

  Project: A - Government Institution › b - Ministry of Science and Technology

• 開發能獲知機轉的新穎化合物神經毒性預測系統(3/3)

  Tung, C.

  8/1/20 → 7/1/21

  Project: A - Government Institution › b - Ministry of Science and Technology

• 因應大量傷患事故之災情資訊與醫療資源整合之研究-建置整合性的大量傷患事件緊急就醫資源評估作業機制(子計畫四)(I)

  Chuang, S.

  8/1/20 → 7/1/21

  Project: A - Government Institution › b - Ministry of Science and Technology

• 建立無數據交換之健康數據研究聯盟之可行性探討

  Hsu, M.

  8/1/20 → 7/1/21

  Project: A - Government Institution › b - Ministry of Science and Technology

• 以機器學習和自然語言理解技術探勘社群互動關係及商業智慧之應用(1/2)

  Chang, Y.

  8/1/20 → 7/1/21

  Project: A - Government Institution › b - Ministry of Science and Technology

• 建立無數據交換之健康數據研究聯盟之可行性探討

  Chen, J.

  3/1/20 → 2/1/21

  Project: C - Project of Alliance › o - Chi Mei Medical Center

• 皮膚過敏性電腦模擬預測之評估

  Tung, C.

  2/7/20 → 12/31/20

  Project: A - Government Institution › e - Council of Agriculture

• 開發整合人工智慧與自動化之院內感控系統

  Chuang, S.

  1/1/20 → 12/1/20

  Project: B - Project of TMU › h - Higher Education Sprout Project

• 新聘教師研究補助

  Tung, C.

  1/1/20 → 12/31/20

  Project: B - Project of TMU › g - Research Grants for Newly Hired Faculty

• 開發人工智慧機器學習方法分析沙門氏菌全基因體資料建立抗藥性預測模式

  Tung, C.

  1/1/20 → 12/31/20

  Project: A - Government Institution › e - Council of Agriculture

• 整合對話知識框架與深度學習之智慧型服務研究與應用

  Chang, Y.

  1/1/20 → 12/31/20

  Project: C - Project of Alliance › l - National Taiwan Ocean University

• 以深度學習和自然語言理解技術分析臨床病歷資料

  Chang, Y.

  1/1/20 → 12/1/20

  Project: B - Project of TMU › h - Higher Education Sprout Project

• 開發計算毒理學方法研析食品接觸物質毒性

  Tung, C.

  1/1/20 → 12/31/20

  Project: A - Government Institution › a - National Health Research Institutes

• Deep Multi-Task Learning for Semantic Analysis and Similarity Measurement of Chinese Short Text

  Chang, Y.

  9/1/19 → 8/31/20

  Project: A - Government Institution › b - Ministry of Science and Technology

• 新聘教師研究補助

  Hsu, M.

  9/1/19 → 8/31/20

  Project: B - Project of TMU › g - Research Grants for Newly Hired Faculty

• Development of an Emergency Medical Capability Ranking Mechanism to Improve the Mass Casualty Distribution System’S Resilience

  Chuang, S.

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - Ministry of Science and Technology

• Development of a Novel Mechanism-Informed Prediction System for Chemical-Induced Neurotoxicity(2/3)

  Tung, C.

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - Ministry of Science and Technology

• 開發計算毒理學方法研析食品接觸物質毒性

  Tung, C.

  3/15/19 → 12/15/19

  Project: A - Government Institution › a - National Health Research Institutes

• 由台灣三高調查資料庫建構個人化智慧型三高保健決策支援系統-智慧型視覺化三高資料探索互動系統之建置與應用

  Tung, C.

  1/1/19 → 12/1/19

  Project: A - Government Institution › d - Ministry of Education

• 由台灣三高調查資料庫建構個人化智慧型三高保健決策支援系統-結合機器學習與系統模擬開發三高保健決策支援系統

  Chuang, S.

  1/1/19 → 12/1/19

  Project: A - Government Institution › d - Ministry of Education

• Social Interaction Discovery and Publicity Mining

  Chang, Y.

  11/1/18 → 10/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• Deep Multi-Task Learning for Semantic Analysis and Similarity Measurement of Chinese Short Text(1/3)

  Chang, Y.

  9/1/18 → 8/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• Development of a Novel Mechanism-Informed Prediction System for Chemical-Induced Neurotoxicity

  Tung, C.

  8/1/18 → 7/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• (教學實踐)翻轉教學模式於大學程式必修課程之實踐與探討

  Hung, H.

  8/1/18 → 7/31/19

  Project: A - Government Institution › d - Ministry of Education

• The Investigation of Nutritional Intake and Associated Influence Factors of Patients in Different Stages of Alzheimer'S Disease

  Lin, C., Lin, Y. & Chao, J. C.

  7/1/18 → 10/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Alzheimer Disease 100%
  • Nutritional Status 63%
  • Activities of Daily Living 47%
  • Dementia 40%
  • Behavioral Symptoms 39%

• 強化體育技能精熟學習之適性化跨平台多媒體學習歷程系統：以羽球動作技能為 例(2/2)

  Hung, H.

  5/1/18 → 4/30/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• 資料視覺化：數位人文社會科學教學創新課程計畫

  Hung, H.

  2/1/18 → 7/31/18

  Project: A - Government Institution › d - Ministry of Education

• Innovation of emergency medical service system to enhance resilience in disaster risk reduction

  Chuang, S.

  1/1/18 → 12/31/18

  Project: A - Government Institution › b - Ministry of Science and Technology

  • emergency medical services 100%
  • resilience 56%
  • disaster 41%
  • Taiwan 32%
  • expert 10%

• 多準則門診護理排班問題之模型及求解方法

  Zhuang, Z.

  1/1/18 → 7/31/18

  Project: C - Project of Alliance › m - National Taiwan University of Science and Technology

• Social Interaction Discovery and Publicity Mining

  Chang, Y.

  11/1/17 → 10/31/18

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Machine learning 100%
  • Learning systems 69%
  • Linguistics 64%
  • Tuning 52%
  • Personnel 51%

• 新聘教師研究補助

  Chang, Y.

  10/1/17 → 9/30/18

  Project: B - Project of TMU › g - Research Grants for Newly Hired Faculty

• 106年度委託科技研究計畫－運用資通訊科技以提升健康照護服務效能－分項3：有效運用區塊鏈技術於健康醫療照護之策略研究

  Hung, H.

  8/23/17 → 4/22/18

  Project: A - Government Institution › c - Ministry of Health and Welfare

  • Blockchain 100%
  • Health 54%
  • Electronic money 15%
  • Decision making 15%
  • Bitcoin 14%

• A Study of Applying Meta Goal Programming Approach to Solve Multi-Criteria De Novo Programming Problems

  Zhuang, Z.

  5/1/17 → 4/30/18

  Project: A - Government Institution › b - Ministry of Science and Technology

• Enhancing the mastering learning on badminton motor skills with cross-platform multimedia e-portfolio adaptive learning system

  Hung, H.

  5/1/17 → 4/30/18

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Learning systems 100%
  • Education 41%
  • Students 36%
  • Sports 24%
  • Mobile computing 20%

• 新聘教師研究補助

  Hung, H.

  4/1/17 → 3/31/18

  Project: B - Project of TMU › g - Research Grants for Newly Hired Faculty

• 新聘教師研究補助

  Zhuang, Z.

  4/1/17 → 3/31/18

  Project: B - Project of TMU › g - Research Grants for Newly Hired Faculty

• Strategies and Evaluations for the Opportunities on International Cooperation of Diseases Prevention and Control

  Kuo, N. & Chuang, S.

  1/1/17 → 12/31/17

  Project: A - Government Institution › c - Ministry of Health and Welfare

  • Infectious Disease Control 100%
  • health 47%
  • diplomatic relations 40%
  • Taiwan 37%
  • evaluation 34%

• Evaluating the impacts of National Health Insurance payment mechanisms on the ecology of the health care system—the case of physician workforce

  Sheu, M. & Chuang, S.

  1/27/15 → 12/1/15

  Project: A - Government Institution › c - Ministry of Health and Welfare

  • health care delivery system 100%
  • physician 91%
  • health insurance 74%
  • ecology 44%
  • Health Care Utilization 35%