دانلود کتاب Twin Support Vector Machines: Models, Extensions and Applications

Name: Twin Support Vector Machines: Models, Extensions and Applications
Availability: InStock
Author: Jayadeva
ISBN: 3319461842,9783319461847,9783319461861,331

by Jayadeva, Reshma Khemchandani, Suresh Chandra

عنوان فارسی: ماشین های برف پشتیبانی دوقلو: مدل ها، برنامه های کاربردی و برنامه های کاربردی
ناشر: Springer International Publishing : Imprint : Spri
سال: 2017
ویرایش: 1st ed.
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 211-221
شابک: 3319461842,9783319461847,9783319461861,331
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 2.01 مگابایت

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جزییات کتاب

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

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