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Xing Feng, D.SC.
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Associate Professor
Electrical and Computer Engineering
Marquette University
Office: Haggerty Hall 222
Phone: (414) 288 - 3504
FAX: (414) 288 - 5579
Email: xin.feng@marquette.edu |
Research Interests
- Optimization Theory and Applications
- Artificial Neural Networks
- Fuzzy Systems
- Time Series Analysis and System Identification
- Heuristic Algorithms
Professional Preparation
Washington University of St. Louis |
D.Sc. |
1987 |
Washington University of St. Louis |
M.S. |
1984 |
Beijing Institute of Technology |
M.E. |
1981 |
Beijing Institute of Technology |
B.S. |
1975 |
Professional Activities
| 1999 – present |
Senior Member, Institute of Electrical and Electronics Engineers (IEEE), |
| 1991 - 1994 |
Member, American Association of University Professors (AAUP) |
| 1988 - present |
Voting Member, Association for Computing Machinery (ACM),
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| 1988 - present |
Member, American Association for Artificial Intelligence (AAAI) |
| 1988 - 1990 |
Sigma Xi |
| 1987 - 1995 |
Member, American Society for Engineering Education (ASEE) |
| 1986 – present |
Tau Beta Pi |
| 1986 – 1999 |
Member, Institute of Electrical and Electronics Engineers (IEEE) |
Current Research
- Parallel decomposition algorithms for large-scale neural networks
- Fuzzy neural network system for pattern recognition
- Fuzzy constrained optimizations
- Noncommutative genetic algorithms.
Selected Recent Publications
Jacob W. Tatay, Xin Feng, Nancy Sobczak, Hao Jiang, Chin-Fu Chen, Roumyana Kirova, Craig Struble, Nan Jiang, Wang, Peter J. Tonellato, “Multiple Approaches to Data-mining of Proteomic Data based on Statistical and Pattern Classification Methods,” to appear in Journal of Proteiomics, November, 2003. |
Xujing Wang, Nan Jiang, Xin Feng, Yizhou Xie, Peter J. Tonellato, Soumitra Ghosh, Martin J. Hessner, “A Novel Approach for High Quality Microarray Processing Using Third-Dye Array Visualization Technology,” to appear on IEEE Transactions on NanoBiotechnology, November 2003.
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Chin-fu Chen and Xin Feng, “A New Hybrid Self-Organizing Map and Fuzzy Logic Data Mining Approach for Understanding Macrophage Signaling Pathways through DNA Microarray Data,” Proceedings, the 7th International Conference on Systematics, Cybernatics, and Informatics (SCI’2003), Orlando, Florida, July 2003. |
Richard J. Povinelli and Xin Feng, “A New Temporal Pattern Identification Method for Characterization and Prediction of Complex Time Series Events,” IEEE Transactions On Knowledge and Data Engineering, Vol. 15, No. 2, March/April 2003. |
R. J. Povinelli and X. Feng, "Pattern Matching for Time Series Data Using Pattern Wavelets and Genetic Algorithms," Proceedings, 8th International Conference on Artificial Neural Networks in Engineering (ANNIE'98), Vol. 8, November, 1998. |
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