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• Disadvantages of classical neural nets• SVM properties and standard SVM classifier• Related kernelbased learning metho
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Support vector machines (SVMs) have played a key role in broad classes of problems arising in various fields. Much more
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The Support Vector Machine is a powerful new learning algorithm for solving a variety of learning and function estimatio
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An examination of least squares support vector machines (LS-SVMs) which are reformulations to standard SVMs. LS-SVMs are
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This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Suppo
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This book contains select chapters on support vector algorithms from different perspectives, including mathematical back
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The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This careful
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