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Presents comprehensive coverage of data mining concepts and techniques. This work presents various data mining methodologies, concepts, and available software tools for each... Læs mere
Focuses on statistical methods for text mining and analysis. This work examines methods to automatically cluster and classify text documents and applies these methods in a variety of areas, including adaptive information filtering, information distillation, and text search.
Presents an understanding of the types of data that can be used in systems. This book covers... Læs mere
Focusing on data mining mechanics and applications, this book explores some of the most common matrix decompositions, including... Læs mere
Edited by two of the leading experts in the field, this book provides a comprehensive reference book on feature engineering. The book provides a description of problems and applications for feature engineering, as well as its techniques, principles, issues, and challenges.
This class-tested textbook is designed for a semester-long graduate, or senior undergraduate course on Computational Health Informatics. Integrating a... Læs mere
This new edition of Cult of Analytics has been thoroughly updated, now including the latest developments in Google analytics and how get the best from it... Læs mere