Shinghal, Raijan.
Pattern Recognition: Techniques and Application/
By Rajjan Shinghal.
- 1st Ed.
- New Delhi: Oxford University Press, 2006.
- 298p;, 23cm.
CONTENTS:
1. Learning to Recognize Patterns.
2. Decision Trees: Basics.
3. Decision Trees: Extensions.
4. Obtaining Prules by Evolution.
5. Bayes Classification.
6. Nearest Neighbour Classification.
7. Multilayer Neural Nets.
8. Linear Classification.
9. Cross Validation and Attribute Selection.
10. Clustering.
11. Syntatic Pattern Recognition.
12. Summing Up.
Appendix A.
Appendix B.
Appendix C.
Bibliographic.
Index.
9780195676853
006.4 / SHI