Description: Introduction To Pattern Recognition And Machine LearningAuthor(s): M Narasimha Murty, V Susheela Devi Format: Hardback Publisher: World Scientific Publishing Co Pte Ltd, Singapore Imprint: World Scientific Publishing Co Pte Ltd ISBN-13: 9789814335454, 978-9814335454 Synopsis This book adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recognition. While the text provides a systematic account of its major topics such as pattern representation and nearest neighbour based classifiers, current topics ? neural networks, support vector machines and decision trees ? attributed to the recent vast progress in this field are also dealt with. Introduction to Pattern Recognition and Machine Learning will equip readers, especially senior computer science undergraduates, with a deeper understanding of the subject matter.
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Book Title: Introduction To Pattern Recognition And Machine Learning
Publisher: World Industries Scientific Publishing Co Pte LTD
Publication Year: 2015
Subject: Computer Science
Number of Pages: 404 Pages
Language: English
Publication Name: Introduction to Pattern Recognition and Machine Learning
Type: Textbook
Author: V Susheela Devi, M Narasimha Murty
Series: Iisc Lecture Notes Series
Format: Hardcover