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Lectures on the Nearest Neighbor Method
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Authors: Gérard Biau
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Type: BOOK - Published: 2015-12-08 - Publisher: Springer

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This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning. Now in one self-co
Inference and Learning from Data
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Discover data-driven learning methods with the third volume of this extraordinary three-volume set.
Database and Expert Systems Applications
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Authors: Sven Hartmann
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Type: BOOK - Published: 2018-08-20 - Publisher: Springer

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This two volume set of LNCS 11029 and LNCS 11030 constitutes the refereed proceedings of the 29th International Conference on Database and Expert Systems Applic
Machine Learning for Data Science Handbook
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This book organizes key concepts, theories, standards, methodologies, trends, challenges and applications of data mining and knowledge discovery in databases. I
Computer and Information Sciences
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This book constitutes the refereed proceedings of the 32nd International Symposium on Computer and Information Sciences, ISCIS 2018, held in Poznan, Poland, in
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