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Pattern Recognition: Techniques and Application/ By Rajjan Shinghal.
Material type:
TextPublication details: New Delhi: Oxford University Press, 2006.Edition: 1st EdDescription: 298p;, 23cmISBN: - 9780195676853
- 23rd Ed. 006.4 SHI
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Central Library GS Collection | Computer Science | 006.4 SHI (Browse shelf(Opens below)) | Available | 8557 | ||
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Central Library GS Collection | Computer Science | 006.4 SHI (Browse shelf(Opens below)) | ;1 | Available | 8558 |
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| 006.312 ZUM Practical Data Science with R/ | 006.35 SID Natural Language Processing and Information Retrieval/ | 006.35 SID Natural Language Processing and Information Retrieval/ | 006.4 SHI Pattern Recognition: Techniques and Application/ | 006.4 SHI Pattern Recognition: Techniques and Application/ | 006.6 SRI Digital Image Processing/ | 006.6 SRI Digital Image Processing/ |
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.
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