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Nederlands Buitenlands   Alles  Titel  Auteur  ISBN        
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Robert J. Schalkoff

Pattern Recognition

Statistical, Structural and Neural Approaches

€ 264.95

Explores the heart of pattern recognition concepts, methods and applications using statistical, syntactic and neural approaches. Divided into four sections, it clearly demonstrates the similarities and differences among the three approaches.


Taal / Language : English

Inhoudsopgave:
STATISTICAL PATTERN RECOGNITION (StatPR).

Supervised Learning (Training) Using Parametric and Nonparametric Approaches.

Linear Discriminant Functions and the Discrete and Binary Feature Cases.

Unsupervised Learning and Clustering.

SYNTACTIC PATTERN RECOGNITION (SyntPR).

Overview.

Syntactic Recognition via Parsing and Other Grammars.

Graphical Approaches to SyntPR.

Learning via Grammatical Inference.

NEURAL PATTERN RECOGNITION (NeurPR).

Introduction to Neural Networks.

Introduction to Neural Pattern Associators and Matrix Approaches.

Feedforward Networks and Training by Backpropagation.

Content Addressable Memory Approaches and Unsupervised Learning in NeurPR.

Appendices.

References.

Permission Source Notes.

Index.
Extra informatie: 
Paperback / softback
384 pagina's
Januari 1991
688 gram
236 x 192 x 22 mm
John Wiley & Sons us

Levertijd: 5 tot 11 werkdagen