• 師資陣容

    • 行政技術人員

胡毓志 Yuh-Jyh Hu 教授
  • 美國加州大學博士
  • 工程三館 332C
  • 03-5712121 # 31795

經歷

交通大學 資訊工程系所 副教授2003迄今
交通大學 資訊科學系所 助理教授2000至2003
大同大學 資訊工程系所 助理教授 1999至2000
The Chao Family Cancer Center research assistant 1997至1999
University of California, Irvine research assistant 1994至1997

研究興趣

生物資訊、機器學習、資料探勘、人工智慧

實驗室

  • 生物資訊實驗室
  • 0
  • 03-5712121 #

研究計畫

1. 蛋白質結構字元設計流程與結構字元模組資料庫
2. 基於無線感測網路之病人自控止痛整合資訊系統
3. 利用頻繁項目集概念對基因表現做雙分群分析

代表著作

1. Yuh-Jyh Hu*, Tien-Hsiung Ku, Rong-Hong Jan, Kuochen Wang, Yu-Chee Tseng and Shu-Fen Yang, "Decision Tree-Based Learning to Predict Patient Controlled Analgesia Consumption and Readjustment", BMC Medical Informatics and Decision Making, 12 期 P.131, 2012,11.(SCI) (NSC100-2221-E-009-146)
2. Yuh-Jyh Hu* and Tien-Hsiung Ku, "Pattern Discovery from Patient Controlled Analgesia Demand Behavior", Computers in Biology and Medicine, 42 期 P.1005-P1011, 2012,08.(SCI) (NSC100-2221-E-009-146)
3. Shih-Yen Ku, Yuh-Jyh Hu, "Structural Alphabet Motif Discovery and a Structural Motif Database", Computers in Biology and Medicine, 42 期 P.93-P105, 2012,01.(SCI) (NSC100-2221-E-009-146)
4. Chia-Ying Cheng and Yuh-Jyh Hu*, "Extracting the abstraction pyramid from complex networks", BMC Bioinformatics, 2010,08.(SCI)
5. Shih-Yen Ku, Yuh-Jyh Hu*, "Protein structure search and local structure characterization", BMC Bioinformatics, 9:349, p1-17, 2008,08.(SCI)
6. Yao-Lin Chang, Huai-Kuang Tsai, Cheng-Yan Kao*, Yung-Chian Chen,Yuh-Jyh Huand Jinn-Moon Yang*, "Evolutionary conservation of DNA-contact residues in", BMC Bioinformatics, 9:S63, p1-9, 2008,05.(SCI) (NSC96-2221-E-009-042)
7. Shih-Yen Ku, Yuh-Jyh Hu*, "Discovery of Structural Motifs Using Protein Structural Alphabets and 1D Motif-finding Methods", Advances in Computational Biology, Springer, Chap 14, p117-124, 2010,09.
8. Yuh-Jyh Hu*, Rong-Hong Jan, Kuochen Wang, Yu-Chee Tseng, Tien-Hsiung Ku, and Shu-Fen Yang, "Characterizing Postoperative Pain Management Data by Cluster Analysis", International Conference on Artificial Intelligence, Las Vegas, U.S.A., 2012,07. (NSC100-2221-E-009-146)
9. Yuh-Jyh Hu, Rong-Hong Jan, Kuochen Wang, Yu-Chee Tseng,Tien-Hsiung Ku, Shu-Fen Yang, "APPLICATIONS OF DATA MINING TO POSTOPERATIVE PAIN MANAGEMENT", European Conference on Data Mining, 2011,07. (NSC99-2218-E-009-002)
10. Yuh-Jyh Hu, Rong-Hong Jan, Kuochen Wang, Yu-Chee Tseng, Tien-Hsiung Ku, Shu-Fen Yang, Hung-Shan Wu, "An Application of Sensor Networks with Data Mining to Patient Controlled Analgesia", IEEE HealthCom, 2010,08.