An Introduction to Support Vector Machines and Other Kernel-based Learning Methods [1 ed.] 9780521780193, 0521780195

A short Introduction to Support Vector Machines and Kernelbased Learning

• Disadvantages of classical neural nets• SVM properties and standard SVM classifier• Related kernelbased learning metho

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Learning with Support Vector Machines 1608456161, 9781608456161

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Data Mining via Support Vector Machines

Support vector machines (SVMs) have played a key role in broad classes of problems arising in various fields. Much more

437 41 538KB Read more

Advances in Kernel Methods: Support Vector Learning 0262194163, 9780262194167

The Support Vector Machine is a powerful new learning algorithm for solving a variety of learning and function estimatio

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Least Squares Support Vector Machines 9812381511, 9789812381514, 9789812776655

An examination of least squares support vector machines (LS-SVMs) which are reformulations to standard SVMs. LS-SVMs are

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Learning and Soft Computing: Support Vector Machines, Neural Networks and Fuzzy Logic Models [1 ed.] 0262112558, 9780585393001, 9780262112550

This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Suppo

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Learning with Fractional Orthogonal Kernel Classifiers in Support Vector Machines: Theory, Algorithms and Applications 9789811965531, 9789811965524, 9811965536

This book contains select chapters on support vector algorithms from different perspectives, including mathematical back

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Support Vector Machines: Theory and Applications [1 ed.] 9783540243885, 3-540-24388-7

The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This careful

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An introduction to vectors, vector operators and vector analysis 9781107154438, 110715443X

370 17 4MB Read more

An Introduction to Vectors, Vector Operators and Vector Analysis 9781107154438, 2016019490, 110715443X

189 90 5MB Read more