Katsuhiro Honda

Katsuhiro Honda received the B.E., M.E., and D.Eng. degrees in industrial engineering from Osaka Prefecture University, Osaka, Japan, in 1997, 1999, and 2004, respectively. From 1999 to 2007, he was a Research Associate at Osaka Prefecture University, where he is currently an Assistant Professor in the Department of Computer Sciences and Intelligent Systems. His research interests include hybrid techniques of fuzzy clustering and multivariate analysis, data mining with fuzzy data analysis, and neural networks. He received paper award and young investigator award from Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT) in 2002 and 2005, respectively, and gave a tutorial on “Introduction to clustering techniques” at 2004 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2004).

Biography Updated on 7 June 2007

Articles in Scholarly Journals [Incomplete List]

  1. Fuzzy local independent component analysis with external criteria and its application to knowledge discovery in databases
    International Journal of Approximate Reasoning, vol. 42, no. 3, pp. 159–173, 2006
  2. Regularized Linear Fuzzy Clustering and Probabilistic PCA Mixture Models
    IEEE Transactions on Fuzzy Systems, vol. 13, no. 4, pp. 508–516, 2005
  3. Linear Fuzzy Clustering Techniques With Missing Values and Their Application to Local Principal Component Analysis
    IEEE Transactions on Fuzzy Systems, vol. 12, no. 2, pp. 183–193, 2004
  4. Identification of the coke accumulation and deactivation sites of MoC/HZSM-5 catalyst in CH dehydroaromatization
    Catalysis Communications, vol. 5, no. 10, pp. 557–561, 2004
  5. Component-wise robust linear fuzzy clustering for collaborative filtering
    International Journal of Approximate Reasoning, vol. 37, no. 2, pp. 127–144, 2004