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Twin Support Vector Machines

Models, Extensions and Applications

Produktform: Buch / Einband - flex.(Paperback)

This book provides a systematic and focused study of the various aspects of twin support vector machines (TWSVM) and related developments for classification and regression. In addition to presenting most of the basic models of TWSVM and twin support vector regression (TWSVR) available in the literature, it also discusses the important and challenging applications of this new machine learning methodology. A chapter on “Additional Topics” has been included to discuss kernel optimization and support tensor machine topics, which are comparatively new but have great potential in applications. It is primarily written for graduate students and researchers in the area of machine learning and related topics in computer science, mathematics, electrical engineering, management science and finance.weiterlesen

Dieser Artikel gehört zu den folgenden Serien

Sprache(n): Englisch

ISBN: 978-3-319-83462-7 / 978-3319834627 / 9783319834627

Verlag: Springer International Publishing

Erscheinungsdatum: 05.07.2018

Seiten: 211

Auflage: 1

Autor(en): Jayadeva, Suresh Chandra, Reshma Khemchandani

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