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Synopsis
This unique compendium gives an updated presentation of clustering, one of the most challenging tasks in machine learning. The book provides a unitary presentation of classical and contemporary algorithms ranging from partitional and hierarchical clustering up to density-based clustering, clustering of categorical data, and spectral clustering.
Most of the mathematical background is provided in appendices, highlighting algebraic and complexity theory, in order to make this volume as self-contained as possible. A substantial number of exercises and supplements makes this a useful reference textbook for researchers and students.
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Clustering (Theoretical and Practical Aspects)
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World Scientific Publishing Company, 2021
ISBN 10: 9811241198
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Clustering (Theoretical and Practical Aspects)
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World Scientific Publishing Company, 2021
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Clustering: Theoretical and Practical Aspects
Published by
World Scientific Publishing Company, 2021
ISBN 10: 9811241198
ISBN 13: 9789811241192
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Clustering : Theoretical and Practical Aspects
Published by
World Scientific Publishing Company, 2021
ISBN 10: 9811241198
ISBN 13: 9789811241192
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Clustering: Theoretical and Practical Aspects
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ISBN 10: 9811241198
ISBN 13: 9789811241192
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Clustering: Theoretical and Practical Aspects
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ISBN 10: 9811241198
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Clustering : Theoretical and Practical Aspects
Published by
World Scientific Publishing Company, 2021
ISBN 10: 9811241198
ISBN 13: 9789811241192
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Clustering : Theoretical and Practical Aspects
Published by
World Scientific Publishing Company, 2021
ISBN 10: 9811241198
ISBN 13: 9789811241192
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Clustering: Theoretical and Practical Aspects
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