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Twin Support Vector Machines
Models, Extensions and Applications
Jayadeva, Reshma Khemchandani, Suresh Chandra
105,45 €
+ 210 points
Format
Description
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.
Spécifications
Parties prenantes
- Auteur(s) :
- Editeur:
Contenu
- Nombre de pages :
- 211
- Langue:
- Anglais
- Collection :
- Tome:
- n° 659
Caractéristiques
- EAN:
- 9783319834627
- Date de parution :
- 05-07-18
- Format:
- Livre broché
- Format numérique:
- Trade paperback (VS)
- Dimensions :
- 156 mm x 234 mm
- Poids :
- 326 g
