專任教授

I-Fang Chung

Personal Profile
I-Fang Chung
Professor, Institute of Biomedical Informatics
PhD of Electronics and Control Engineering, National Chiao Tung
University, Taiwan
i Field of Interest: Bioinformatics, Data Mining, Systems biology
Office: R308, 3F, SoRen Building
Phone: 886-2-28267358
Email: ifchung@nycu.edu.tw

Research Interests
  • 資料探勘 (Data Mining)
  • 機器學習 (Machine Learning)
  • 系統生物學 (Systems Biology)
  • 生物資訊學 (Bioinformatics)

Publications
  • C. F. Hsu, I F. Chung, C. M. Lin, and C. Y. Hsu, “Self-regulating Fuzzy Control for Forward DC-DC Converters Using an 8-bit Microcontroller,” accepted by IET Power Electronics, 2008.
  • Y. S. Tasi, C. T. Lin, G. C. Tseng, I F. Chung*, and N. R. Pal, 2008, “Discovery of Dominant and Dormant Genes from Expression Data Using a Novel Generalization of SNR for Multi-class Problems,” BMC Bioinformatics, 9:425.
  • L. Smith, L. K. Tanabe, R. J. nee Ando, C. J. Kuo, I F. Chung, C. N. Hsu, Y. S. Lin, R. Klinger, C. M. Friedrich, K. Ganchev, M. Torii, H. Liu, B. Haddow, C. A. Struble, R. J. Povinelli, A. Vlachos, W. A. Baumgartner Jr, L. Hunter, B. Carpenter, R. T. H. Tsai, H. J. Dai, F. Liu, Y. Chen, C. Sun, S. Katrenko, P. Adriaans, C. Blaschke, R. Torres, M. Neves, P. Nakov, A. Divoli, M. Mana-Lopez, J. Mata, and W. J. Wilbur, 2008, September, “Overview of BioCreative II Gene Mention Recognition,” Genome Biology, 9(Suppl 2):S2.
  • C. T. Lin, K. L. Lin, L. W. Ko, S. F. Liang, B. C. Kuo, and I F. Chung*, 2008, “Nonparametric Single-trial EEG Feature Extraction and Classification of Driver’s Cognitive Responses,” EURASIP Journal on Advances in Signal Processing
  • C. N. Hsu, Y. M. Chang, C. J. Kuo, Y. S. Lin, H. S. Huang, and I F. Chung, 2008, July, “Integrating High Dimensional Bi-directional Parsing Models for Gene Mention Tagging,” Bioinformatics, Vol. 24, No. 13, ISMB 2008, pp. i286-i294
  • Y. S. Tsai, I F. Chung, J. C. Simpson, M. I Lee, C. C. Hsiung, T. Y. Chiu, L. S. Kao, T. C. Chiu, C. T. Lin, W. C. Lin, S. F. Liang, and C. C. Lin, 2008, April, “Automated Recognition System to Classify Subcellular Protein Localizations in Images of Different Cell Lines Acquired by Different Imaging Systems,” Microscopy Research and Technique, Vol. 71, pp. 305-314.
  • C. F. Juang, and I F. Chung*, 2007, October, “Recurrent Fuzzy Network Design Using Hybrid Evolutionary Learning Algorithms,” Neurocomputing, Vol. 70, Issues 16-18, pp. 3001-3010.
  • C. F. Juang, I F. Chung, and C. H. Hsu, 2007, September, “Automatic Construction of Feedforward/Recurrent Fuzzy Systems by Clustering-aided Simplex Particle Swarm Optimization,” Fuzzy Sets and Systems, Vol. 158, Issue 18, pp. 1979-1996.
  • C. J. Lin, I F. Chung, and C. H. Chen, 2007, August, “An Entropy-Based Quantum Neuro-Fuzzy Inference System for Classification Applications,” Neurocomputing, Vol. 70, Issues 13-15, pp. 2502-2516.
  • C. T. Lin, I F. Chung, L. W. Ko, Y. C. Chen, S. F. Liang, and J. R. Duann, 2007, July, “EEG-based Assessment of Driver Cognitive Responses in a Dynamic Virtual-Reality Driving Environment,” IEEE Transactions on Biomedical Engineering: Communications, Vol. 54, No. 7, pp. 1349-1352.
  • C. T. Lin, L. W. Ko, I F. Chung, T. Y. Huang, Y. C. Chen, T. P. Jung, and S. F. Liang, 2006, November, “Adaptive EEG-based Alertness Estimation System by Using ICA-based Fuzzy Neural Networks,” IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 53, No. 11, pp. 2469-2476.
  • C. L. Chang, K. W. Fan, I F. Chung, and C. T. Lin, 2006, August, “A Recurrent Fuzzy Coupled Cellular Neural Network System With Automatic Structure and Template Learning,” IEEE Transactions on Circuits and Systems II: Express Briefs, Vol. 53, No. 8, pp. 602-606
  • C. T. Lin, K. L. Lin, C. H. Yang, I F. Chung, C. D. Huang, and Y. S. Yang, 2005, April, “Protein Metal Binding Residue Prediction Based on Neural Networks,” International Journal of Neural Systems, Vol. 15, Nos. 1&2, pp. 71-84.