胡毓志

胡毓志 Yuh-Jyh Hu 教授

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

關於

研究興趣

生物資訊、機器學習、資料探勘、人工智慧

實驗室

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", <i>IEEE</i> HealthCom, 2010,08.

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