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This unique compendium gives an updated presentation of clustering, one of the most challenging tasks in machine learning. The book provides a unit...

This compendium provides a self-contained introduction to mathematical analysis in the field of machine learning and data mining. The mathematical...

This comprehensive volume presents the foundations of linear algebra ideas and techniques applied to data mining and related fields. Linear algebra...