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Hardcover - 9783319461847
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Beschreibung
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.
Models, Extensions and Applications
Models, Extensions and Applications
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 05. Juli 2018 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 353 Gramm |
| Format | Softcover |
| ISBN-13 | 9783319834627 |
| Auflage | Softcover reprint of the original 1st ed. 2017 |
| Seiten | 211 |
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