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Handbook of Cluster Analysis
Taschenbuch von Christian Hennig (u. a.)
Sprache: Englisch

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Beschreibung
This handbook provides a comprehensive and unified account of the main research developments in cluster analysis. Written by active, distinguished researchers in this area, the book helps readers make informed choices of the most suitable clustering approach for their problem and make better use of existing cluster analysis tools. It covers the
This handbook provides a comprehensive and unified account of the main research developments in cluster analysis. Written by active, distinguished researchers in this area, the book helps readers make informed choices of the most suitable clustering approach for their problem and make better use of existing cluster analysis tools. It covers the
Über den Autor
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Inhaltsverzeichnis

Optimization Methods. Dissimilarity-Based Methods. Methods Based on Probability Models. Methods Based on Density Modes and Level Sets. Specific Cluster and Data Formats. Cluster Validation and Further General Issues.

Details
Erscheinungsjahr: 2020
Fachbereich: Allgemeines
Genre: Importe, Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Taschenbuch
ISBN-13: 9780367570408
ISBN-10: 0367570408
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Hennig, Christian
Meila, Marina
Murtagh, Fionn
Rocci, Roberto
Hersteller: CRC Press
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 41 x 178 x 254 mm
Von/Mit: Christian Hennig (u. a.)
Erscheinungsdatum: 30.06.2020
Gewicht: 1,43 kg
Artikel-ID: 130027025
Über den Autor

Christian Hennig is a senior lecturer in the Department of Statistical Science at University College London. Dr. Hennig is currently secretary of the International Federation of Classification Societies and associate editor of Statistics and Computing, Computational Statistics and Data Analysis, Advances in Data Analysis and Classification, and Statistical Methods and Applications. His main research interests are cluster analysis, philosophy of statistics, robust statistics, multivariate analysis, data visualization, and model selection.

Marina Meila is a professor of statistics at the University of Washington. She earned a PhD in computer science and electrical engineering from the Massachusetts Institute of Technology. Her long-term interest is in machine learning and reasoning in uncertainty and how these can be performed efficiently on large, complex data sets.

Fionn Murtagh is a professor of data science at University of Derby and Goldsmiths University of London. Dr. Murtagh is a fellow of the International Association for Pattern Recognition, a fellow of the British Computer Society, an elected member of the Royal Irish Academy and Academia Europaea, a member of the editorial boards of many journals, and editor-in-chief of the Computer Journal. His research interests encompass data science and big data analytics.

Roberto Rocci is a professor of statistics in the Department of Economics and Finance at the University of Rome Tor Vergata. Dr. Rocci is associate editor of the Statistical Methods and Applications Journal and board member of the SIS-CLassification and Data Analysis Group (SIS-CLADAG). His research interests include cluster analysis, mixture models, and latent variable models.

Inhaltsverzeichnis

Optimization Methods. Dissimilarity-Based Methods. Methods Based on Probability Models. Methods Based on Density Modes and Level Sets. Specific Cluster and Data Formats. Cluster Validation and Further General Issues.

Details
Erscheinungsjahr: 2020
Fachbereich: Allgemeines
Genre: Importe, Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Taschenbuch
ISBN-13: 9780367570408
ISBN-10: 0367570408
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Hennig, Christian
Meila, Marina
Murtagh, Fionn
Rocci, Roberto
Hersteller: CRC Press
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 41 x 178 x 254 mm
Von/Mit: Christian Hennig (u. a.)
Erscheinungsdatum: 30.06.2020
Gewicht: 1,43 kg
Artikel-ID: 130027025
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