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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
Model-Based Clustering and Classification for Data Science
Language: en
Pages: 446
Authors: Charles Bouveyron
Categories: Business & Economics
Type: BOOK - Published: 2019-07-25 - Publisher: Cambridge University Press

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Colorful example-rich introduction to the state-of-the-art for students in data science, as well as researchers and practitioners.
Time Series Clustering and Classification
Language: en
Pages: 213
Authors: Elizabeth Ann Maharaj
Categories: Mathematics
Type: BOOK - Published: 2019-03-19 - Publisher: CRC Press

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The beginning of the age of artificial intelligence and machine learning has created new challenges and opportunities for data analysts, statisticians, mathemat
Classification, Clustering, and Data Analysis
Language: en
Pages: 468
Authors: Krzystof Jajuga
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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The book presents a long list of useful methods for classification, clustering and data analysis. By combining theoretical aspects with practical problems, it i
Data Clustering
Language: en
Pages: 648
Authors: Charu C. Aggarwal
Categories: Business & Economics
Type: BOOK - Published: 2013-08-21 - Publisher: CRC Press

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Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing