Research & Development

Bioinformatics - Microarray, proteomic and gene networks analysis. Gene-disease association, early cancer detection tool.

Speech Recognition - Robust and noise tolerant speech recognition tool.

Intelligent thinking machines - Machines capable of communicating with humans and making their own judgments.

 

PNN Related Publications

Chang, W. C., Hsu, P. I., Chen, Y.Y. , Hsiao, M., Lu, P.J., and Chen, Chung-Hsuan (2008). Biological Observation of peptide differences between cancer and control in gastric juice, Proteomics-Clinical Applications, Volume 2, Issue 1, 55-62 (pdf)

Li, K. Chang, D. J., Rouchka, E. and Chen, Y. Y. and Chen, J. J. (2007). Biological Sequence Mining Using Plausible Neural Network and its Application to Exon/intron Boundaries Prediction, 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology. 165-169 (pdf)

Li, K. Chang, D. J. and Chen, Y. Y.  (2006). Hi-speed Bidirectional Function Approximation using Plausible Neural Networks. International Joint Conference on Neural Networks 1085 - 1090 (pdf)

Li, K. Chang, D. J. (2006). Fuzzy Membership Function Elicitation using Plausible Neural Network. Proceedings of the 2006 International Conference on Artificial intelligence.141-147 (pdf)

Chen, Y. Y. and Chen, J. J. (2004). Neural networks and belief logic, Proceedings of the Fourth International Conference on Hybrid Intelligent Systems (HIS04), IEEE. 460-461. (pdf)

Chen, Y. Y. (2002). Plausible neural networks. Advance in Neural Networks World. Ed. Grmela, A. and Mastorakis, N. E. WSEAS Press, 180-185. (pdf)

Chen, Y. Y. (2000). Fuzzy analysis of statistical evidence. IEEE Trans. Fuzzy Systems, 8, 796-799. (pdf)

Chen, Y. Y. (1995). Statistical inference based on the possibility and belief measures. Trans. Amer. Math. Soc. 347 1855-1863. (pdf)

Chen, Y. Y. (1993). Bernoulli trials: from a fuzzy measure point of view. J. Math. Anal. Appl. 175, 392-404. (pdf)

 

Lectures

BCIG seminar at the National Institutes of Health (NIH) (2007). http://www.altum.com/bcig/events/seminars/2007/2007_04.htm

Chen, Y. Y. (2005). Plausible neural networks - An intelligent self-organized network system. (pdf)

Chen, Y. Y. (2005). Logic, science and complex systems - a synthesis view (pdf)

 

 

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