INTRO TO PATTERN RECOGN & MACHINE LEARN: 5 (IISc Lecture Notes Series) - Hardcover

M NARASIMHA MURTY & V SUSHEELA DEVI

 
9789814335454: INTRO TO PATTERN RECOGN & MACHINE LEARN: 5 (IISc Lecture Notes Series)
Hardcover
ISBN 10: 9814335452 ISBN 13: 9789814335454
Verlag: WSP/INIDA INST SCI, 2015

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.

Von der hinteren Coverseite

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 neighour 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. Pattern Recognition: An Algorithmic Approach will equip readers, especially senior computer science undergraduates, with a deeper understanding of the subject matter.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
WSP/INIDA INST SCI
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
9814335452
ISBN 13 
9789814335454
Einband
Tapa dura
Anzahl der Seiten
402
Kontakt zum Hersteller
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Verantwortliche Person
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