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This comprehensive encyclopedia provides easy access to core information for those seeking entry into any aspect within the broad field of Machine Learning and Data Mining. A paramount work in the field, its 500+ entries are filled with valuable literature references, providing the reader with a portal to more detailed information on any given topic.§§Topics for the Encyclopedia of Machine Learning and Data Mining were selected by a distinguished international advisory board. Each peer-reviewed, highly-structured entry includes a definition, key words, an illustration, applications, a bibliography, and links to related literature.§§The entries are expository and tutorial, making this reference an essential practical resource for high-performance computing experts, as well as professionals in other fields, who need quick access to vital information on the topic.§