Mathematical Analysis for Machine Learning and Data Mining - Couverture rigide

Simovici, Dan A

 
9789813229686: Mathematical Analysis for Machine Learning and Data Mining
Couverture rigide
ISBN 10 : 9813229683 ISBN 13 : 9789813229686
Editeur : World Scientific Publishing Co Pte Ltd, 2018

Synopsis

This compendium provides a self-contained introduction to mathematical analysis in the field of machine learning and data mining. The mathematical analysis component of the typical mathematical curriculum for computer science students omits these very important ideas and techniques which are indispensable for approaching specialized area of machine learning centered around optimization such as support vector machines, neural networks, various types of regression, feature selection, and clustering. The book is of special interest to researchers and graduate students who will benefit from these application areas discussed in the book.

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Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2018
Langue
anglais
ISBN 10 
9813229683
ISBN 13 
9789813229686
Reliure
Relié
Nombre de pages
984
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9780000988898: Mathematical Analysis for Machine Learning and Data Mining

Edition présentée

ISBN 10 :  0000988898 ISBN 13 :  9780000988898
Couverture souple