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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)
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World Scientific Publishing Company, 2021
ISBN 10: 9811241198
ISBN 13: 9789811241192
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Clustering: Theoretical and Practical Aspects
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World Scientific Publishing Company, 2021
ISBN 10: 9811241198
ISBN 13: 9789811241192
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Clustering: Theoretical and Practical Aspects
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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
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Clustering: Theoretical and Practical Aspects
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Clustering: Theoretical and Practical Aspects
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Clustering : Theoretical and Practical Aspects
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