Multiple Kernel Learning Algorithms

GönenMehmet; AlpaydınEthem

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JOURNAL ARTICLE

Multiple Kernel Learning Algorithms

GönenMehmet AlpaydınEthem

Year: 2011 Journal: Journal of Machine Learning Research Publisher: The MIT Press

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Abstract

In recent years, several methods have been proposed to combine multiple kernels instead of using a single one. These different kernels may correspond to using different notions of similarity or may...

Keywords:

Multiple kernel learning Kernel (algebra) Computer science Algorithm Similarity (geometry) Artificial intelligence Kernel method Mathematics Pattern recognition (psychology) Machine learning Support vector machine Discrete mathematics

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Neural Networks and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Multiple Kernel Learning Algorithms

Abstract

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