Introduction To Pattern Recognition And Machine Learning

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.

Produktdetails

• Autoren: V Susheela Devi, V. Susheela Devi, M Narasimha Murty, M Narasimha Murty & V Susheela Devi, M Narasimha Murty, M. Narasimha Murty, Murty M Narasimha, Murty M Narasimha, V. Susheela Devi, V Susheela Devi
• Verlag: Ingram Publishers Services
• Sprache: Englisch
• Produktform: Fester Einband
• Erschienen: 16.06.2015
• EAN: 9789814335454
• ISBN: 978-981-4335-45-4
• Serien: IISC Lecture Notes (Hardcover); Iisc Lecture Notes; IISc Lecture Notes Series
• Themen: Naturwissenschaften, Medizin, Informatik, Technik > Informatik, EDV > Informatik; Ratgeber; COMPUTERS / Optical Data Processing, pattern recognition