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Introduction to Pattern Recognition and Machine Learning: IISC Lecture Notes (Hardcover)

Autor M. Narasimha Murty
en Limba Engleză Hardback – 14 iun 2015
Adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recognition. This book deals with topics such as: pattern representation, nearest neighour based classifiers, neural networks, support vector machines, and decision trees.
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Specificații

ISBN-13: 9789814335454
ISBN-10: 9814335452
Pagini: 404
Dimensiuni: 155 x 231 x 25 mm
Greutate: 0.68 kg
Editura: WORLD SCIENTIFIC
Seria IISC Lecture Notes (Hardcover)


Cuprins

Introduction; Representation; Nearest Neighbour Based Classifiers; Bayes Classifier; Decision Trees; Support Vector Machines; Combination of Classifiers; Clustering; Application: Handwritten Digit Recognition; Summary and Conclusions.