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Cluster Analysis and Applications - Francisco Martínez-Álvarez,Rudolf Scitovski,Kristian Sabo,¿Ime Ungar

Francisco Martínez-Álvarez, Rudolf Scitovski, Kristian Sabo, ¿Ime Ungar

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englanti
2021-07-23
76,04 € 116,98 €

-35% koodilla BOOKS

Pehmeäkantinen 89,98 € Kovakantinen 116,98 €
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Toimitus 17-23 arkipäivässä

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With the development of Big Data platforms for managing massive amount of data and wide availability of tools for processing these data, the biggest limitation is the lack of trained experts who are qualified to process and interpret the results. This textbook is intended for graduate students and experts using methods of cluster analysis and applications in various fields. Suitable for an introductory cour ... Täydellinen kuvaus

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Kuvaus

With the development of Big Data platforms for managing massive amount of data and wide availability of tools for processing these data, the biggest limitation is the lack of trained experts who are qualified to process and interpret the results. This textbook is intended for graduate students and experts using methods of cluster analysis and applications in various fields.
Suitable for an introductory course on cluster analysis or data mining, with an in-depth mathematical treatment that includes discussions on different measures, primitives (points, lines, etc.) and optimization-based clustering methods, Cluster Analysis and Applications also includes coverage of deep learning based clustering methods.
With clear explanations of ideas and precise definitions of concepts, accompanied by numerous examples and exercises together with Mathematica programs and modules, Cluster Analysis and Applications may be used by students and researchers in various disciplines, working in data analysis or data science.

Lisätietoja

Kirjoittaja Francisco Martínez-Álvarez, Rudolf Scitovski, Kristian Sabo, ¿Ime Ungar
Julkaisija Springer Nature Switzerland
Julkaisuvuosi 2021
Kannen tyyppi Kovakantinen
EAN 9783030745516
Kirjoita oma arvostelusi
Arvostelet: Cluster Analysis and Applications
Arvostelusi:

Goodreads-arvostelut

76,04 € 116,98 €