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Viac informácií o knihe Twin Support Vector Machines

• Parametre knihy
• Anotácia kniha
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Nákupom získate 304 bodov

Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer science Artificial intelligence

• Celý názov: Twin Support Vector Machines
• Podnázov: Models, Extensions and Applications
• Autor: JAYADEVA
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 211
• EAN: 9783319834627
• ISBN: 9783319834627
• ID: 19821859
• Nakladateľ: Springer International Publishing AG
• Hmotnosť: 454 g
• Rozmery: 235 × 155 × 12 mm
• Dátum vydania: 05. July 2018

Obľúbené z iného súdka

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