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Machine Learning is written by Kai-Zhu Huang and published by Springer-Verlag New York Incorporated. It's available with International Standard Book Number or ISBN identification 3540794514 (ISBN 10) and 9783540794516 (ISBN 13).
This text presents a novel and unified theory that tries to seamlessly integrate different algorithms. Specifically, the book distinguishes the inner nature of machine learning algorithms as either "local learning" or "global learning."