Pattern Recognition and Machine Learning

Y. Anzai (Autor)

Buch | Hardcover

407 Seiten

1992
Morgan Kaufmann Publishers In (Verlag)
978-0-12-058830-5 (ISBN)

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Provides an introduction to visual pattern recognition and machine learning. It is useful as a general introduction to artificial intelligence and knowledge engineering, and no previous knowledge of pattern recognition machine learning is necessary.

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.

By Yuichiro Anzai

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.

Erscheint lt. Verlag	9.9.1992
Verlagsort	San Francisco
Sprache	englisch
Maße	156 x 234 mm
Gewicht	750 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	0-12-058830-7 / 0120588307
ISBN-13	978-0-12-058830-5 / 9780120588305
Zustand	Neuware