Data Science And Classification

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Data Science and Classification
Language: en
Pages: 0
Authors: International Federation of Classification Societies. Conference
Categories: Cluster analysis
Type: BOOK - Published: 2006 - Publisher: Springer

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Provides methodological developments in data analysis and classification. Apart from structural and theoretical results, this book, of value to researchers, sho
Data Science, Classification, and Related Methods
Language: en
Pages: 780
Authors: Chikio Hayashi
Categories: Mathematics
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

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This volume contains selected papers covering a wide range of topics, including theoretical and methodological advances relating to data gathering, classificati
Model-Based Clustering and Classification for Data Science
Language: en
Pages: 447
Authors: Charles Bouveyron
Categories: Mathematics
Type: BOOK - Published: 2019-07-25 - Publisher: Cambridge University Press

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Cluster analysis finds groups in data automatically. Most methods have been heuristic and leave open such central questions as: how many clusters are there? Whi
Advanced Studies in Classification and Data Science
Language: en
Pages: 506
Authors: Tadashi Imaizumi
Categories: Mathematics
Type: BOOK - Published: 2020-09-25 - Publisher: Springer Nature

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This edited volume focuses on the latest developments in classification and data science and covers a wide range of topics in the context of data analysis and r
Mathematics of Data Science: A Computational Approach to Clustering and Classification
Language: en
Pages: 199
Authors: Daniela Calvetti
Categories: Mathematics
Type: BOOK - Published: 2020-11-20 - Publisher: SIAM

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This textbook provides a solid mathematical basis for understanding popular data science algorithms for clustering and classification and shows that an in-depth