الوصف
The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully edited volume presents the state of the art of the mathematical foundation of SVM in statistical learning theory, as well as novel algorithms and applications. Support Vector Machines provides a selection of numerous real-world applications, such as bioinformatics, text categorization, pattern recognition, and object detection, written by leading experts in their respective fields.
تفاصيل الكتاب
تنسيق
غلاف ورقي
صفحات
441 صفحات
لغة
الإنجليزية
منشور
Nov 17, 2010
الناشر
Springer
الطبعات
3 editions
رقم ISBN-10
3642063683
رقم ISBN-13
9783642063688
الأنواع
الفن والتصوير