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.
By:
M Narasimha Murty (Indian Inst Of Science India), V Susheela Devi (Indian Inst Of Science, India) Imprint: World Scientific Publishing Co Pte Ltd Country of Publication: Singapore Volume: 5 Dimensions:
Height: 231mm,
Width: 155mm,
Spine: 25mm
Weight: 680g ISBN:9789814335454 ISBN 10: 9814335452 Series:IISc Lecture Notes Series Pages: 404 Publication Date:23 April 2015 Audience:
College/higher education
,
Further / Higher Education
Format:Hardback Publisher's Status: Active