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"This book presents an extensive introduction to the field of kernel methods and real world applications. The book is organized in four parts: the first is an i
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All of the biomedical measurement technologies, which are now instrumental to the medical field, are essentially useless without proper signal and image process
Digital Signal Processing with Kernel Methods
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A realistic and comprehensive review of joint approaches to machine learning and signal processing algorithms, with application to communications, multimedia, a
Kernel Methods for Remote Sensing Data Analysis
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Kernel methods have long been established as effective techniques in the framework of machine learning and pattern recognition, and have now become the standard
Speech, Audio, Image and Biomedical Signal Processing using Neural Networks
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Humans are remarkable in processing speech, audio, image and some biomedical signals. Artificial neural networks are proved to be successful in performing sever