Books and Book Chapters

  1. S. Abe, Introduction to Support Vector Machines for Pattern Classification, Morikita Syuppan, Tokyo, Japan 2011 (in Japanese).

  2. S. Abe, Optimizing Mahalanobis Kernels for Pattern Classification, in Pattern Recognition: Theory and Application, E. A. Zoeller, Ed., pp. 323-346, Nova Science Publishers, Hauppauge, N.Y., 2008.

  3. S. Abe, Support Vector Machines for Pattern Classification, Second Edition, Springer-Verlag, 2010.

  4. S. Abe, Support Vector Machines for Pattern Classification, Springer-Verlag, 2005.

  5. S. Abe, A Fuzzy Classifier with Pyramidal Membership Functions, in Soft Computing in Measurement and Information Acquisition, L. Reznik and V. Kreinovich, Eds., pp. 234-248, Springer-Verlag, 2003.

  6. S. Abe, Maximum Margin Fuzzy Classifiers with Ellipsoidal Regions, in Intelligent Systems Volume 2: Fuzzy Systems, Neural Networks, and Expert Systems, C. T. Leondes, Ed., pp. 321-338, CRC Press, 2002.

  7. S. Abe, Pattern Classification: Neuro-fuzzy Methods and Their Comparison, Springer-Verlag, London, 2001.

  8. S. Abe, Techniques in Fuzzy Rules Determination an Their Application to Pattern Classification, in Fuzzy Theory Systems Techniques and Applications, Ed., C. T. Leondes, Vol. 3, pp. 1051-1079, Academic Press, San Diego,  1999.

  9. S. Abe, Pattern Classification and Feature Selection by Ellipsoidal Fuzzy Rules, in Neuro-Fuzzy Tools and Techniques, N. Kasabov and R. Kozma, Eds., pp.169-187, Physica Verlag (Springer Verlag), Hedelberg, 1999.

  10. S. Abe, Fuzzy Systems with Learning Capability, in Fuzzy Logic in Artificial Intelligence: Towards Intelligent Systems, T. P. Martin and A. L. Ralescu, Eds., Lecture Notes in Artificial Intelligence 1188, pp. 101 - 115, Springer-Verlag, Berlin, 1997.

  11. S. Abe, Neural Networks and Fuzzy Systems: Theory and Applications, Kluwer Academic Publishers, Boston, MA, 1997.

  12. S. Abe, and M.-S. Lan, Efficient Methods for Fuzzy Rule Extraction from Numerical Data, in Fuzzy Logic and Neural Network Handbook, C. H. Chen, Ed, pp. 7.1-7.33, McGraw-Hill, New York, 1996.

  13. S. Abe, Neural Nets and Fuzzy Systems: Theory and Applications,  Kindai  Kagaku-Sha, Tokyo, Japan, 1995 (in Japanese)