胡　毓　志　Hu, Yuh - Jyh Assistant Professor of Computer and Information Science National Chiao-Tung University

Contact Information

Office Phone: +886-3-5731795

Fax: +886-3-5721490

Email: yhu@cis.nctu.edu.tw

Address

Department of Computer & Information Science

National Chiao-Tung University

1001 Ta Hsueh Rd., Hsinchu

Taiwan 300, R.O.C.

Education

• Ph.D., Dept. of Information and Computer Science, The University of California, Irvine, U.S.A.

• M.S., Dept. of Information and Computer Science, The University of California, Irvine, U.S.A.

• M.S., Dept. of Computer Science, The University of Southern California, U.S.A.

• B.S., Dept. of Computer Engineering, The National Chiao-Tung University, R.O.C.

Research Interests

• Artificial Intelligence

• Bioinformatics

• Machine Learning

• Data Mining

Publications 

1. 2000, Jul, "An Integrated Approach for Genome-wide Gene Expression Analysis", Computer Methods and Programs in Biomedicine, Elsevier Science. (SCI) to appear.

2. 2000, Mar, "Combinatorial Motif Analysis and Hypothesis Generation on a Genomic Scale", Bioinformatics, Vol 16, p222-232, Oxford Univeristy Press. (SCI)

3. 1997, Jun, "Learning Different Types of New Attributes by Combining the Neural Network and Iterative Attribute Construction", Lecture Notes in Computer Science, Vol 1224, p124-137, Springer Verlag. (SCI expanded)

4. 1996, Apr, "Constructive Induction: A Preprocessor", Lecture Notes in Computer Science, Vol 1081, p249-256, Springer Verlag. (SCI expanded)

5. 2000, Aug, "Analyzing Gene Behaviors with Genetic Computation", in Proceedings of the fourth International Conference on Knowledge-bassed Intelligent Engineering Systems and Allied Technologies, to appear.

6. 2000, Jun, "A Framework for Genomic Gene Expression Analysis", in Proceedings of the 2000 International Conference on Mathematics and Engineering Techniques in Medicine and Biological, to appear.

7. 1999, Nov, "A Machine Learing Approach to Gene Regulation Analysis", in Proceedings of the 4th Conference on Artificial Intelligence and Applications, 1999.

8. 1999, Aug, "Detecting Motifs from Sequences", in Proceedings of the 16th International Conference on Machine Learning (ICML-99), p181-190.

9. 1998, Aug, "Biopattern Discovery by Genetic Programming", in Proceedings of the 3rd Annual Genetic Programming Conference, p152-157.

10. 1998, Aug, "A Genetic Programming Approach to Constructive Induction", in Proceedings of the 3rd Annual Genetic Programming Conference, p146-157.

11. 1996, Aug, "Generation of Attributes for Learning Algorithms", in Proceedings of the 13th National Conference on Artificial Intelligence (AAAI-96), p806-811.

12. 1999, Jun, "Representational Transformation Through Constructive Induction", Ph.D. Dissertation, Information and Computer Science Dept. University of California, Irvine.

13. 1998, Sep, "Constructive Induction: Covering Attribute Spectrum", Chapter 16 in Liu and Motoda (eds.), Feature Extraction, Construction and Selection: A Data Mining Perspective, Kluwer Academic Publisher, p257-272.

Last Updated: 2000/10/23