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Pattern Recognition and Machine Learning - Yuichiro Anzai

Pattern Recognition and Machine Learning

Hardcover Published: 28th July 1992
ISBN: 9780120588305
Number Of Pages: 407

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This is the first text to provide a unified and self-contained introduction to visual pattern recognition and machine learning. It is useful as a general introduction to artifical intelligence and knowledge engineering, and no previous knowledge of pattern recognition or machine learning is necessary. Basic for various pattern recognition and machine learning methods. Translated from Japanese, the book also features chapter exercises, keywords, and summaries.

Reader's Guide
Recognition and Learning by a Computer
Representing Information
Generation and Transformation of Representations
Pattern Feature Extraction
Pattern Feature Extraction
Pattern Understanding Methods
Learning Concepts
Learning Procedures
Learning Based on Logic
Learning Procedures
Learning Based on Logic
Learning by Classification and Discovery
Learning by Neural Network
Appendix
Answers to Exercises
Chapter Summaries, Keywords, and Exercises
Chapter References
Index
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780120588305
ISBN-10: 0120588307
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 407
Published: 28th July 1992
Publisher: ACADEMIC PR INC
Country of Publication: US
Dimensions (cm): 23.75 x 16.13  x 2.39
Weight (kg): 0.76

Earn 335 Qantas Points
on this Book