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Cover: 9780128117606 | Data Mining | Concepts and Techniques | Jiawei Han (u. a.) | Buch
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Data Mining
Concepts and Techniques
Taschenbuch von Jiawei Han (u. a.)
Sprache: Englisch

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Beschreibung
Previous edition: Burlington: Elsevier, 2012.
Previous edition: Burlington: Elsevier, 2012.
Über den Autor
Jiawei Han is Professor in the Department of Computer Science at the University of Illinois at Urbana-Champaign. Well known for his research in the areas of data mining and database systems, he has received many awards for his contributions in the field, including the 2004 ACM SIGKDD Innovations Award. He has served as Editor-in-Chief of ACM Transactions on Knowledge Discovery from Data, and on editorial boards of several journals, including IEEE Transactions on Knowledge and Data Engineering and Data Mining and Knowledge Discovery.
Inhaltsverzeichnis
1. Introduction
2. Data, measurements, and data processing
3. Data warehousing and online analytical processing
4. Pattern mining: basic concepts and methods
5. Pattern mining: advanced methods
6. Classification: basic concepts and methods
7. Classification: advanced methods
8. Cluster analysis: basic concepts and methods
9. Cluster analysis: advanced methods
10. Deep learning
11. Outlier Detection
12. Data mining trends and research frontiers
Appendix: Mathematical background
Details
Erscheinungsjahr: 2022
Genre: Importe, Soziologie
Rubrik: Wissenschaften
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9780128117606
ISBN-10: 0128117605
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Han, Jiawei
Pei, Jian
Tong, Hanghang
Auflage: 4th edition
Hersteller: Elsevier Science
Verantwortliche Person für die EU: preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Maße: 230 x 190 x 29 mm
Von/Mit: Jiawei Han (u. a.)
Erscheinungsdatum: 03.10.2022
Gewicht: 1,194 kg
Artikel-ID: 122066996
Über den Autor
Jiawei Han is Professor in the Department of Computer Science at the University of Illinois at Urbana-Champaign. Well known for his research in the areas of data mining and database systems, he has received many awards for his contributions in the field, including the 2004 ACM SIGKDD Innovations Award. He has served as Editor-in-Chief of ACM Transactions on Knowledge Discovery from Data, and on editorial boards of several journals, including IEEE Transactions on Knowledge and Data Engineering and Data Mining and Knowledge Discovery.
Inhaltsverzeichnis
1. Introduction
2. Data, measurements, and data processing
3. Data warehousing and online analytical processing
4. Pattern mining: basic concepts and methods
5. Pattern mining: advanced methods
6. Classification: basic concepts and methods
7. Classification: advanced methods
8. Cluster analysis: basic concepts and methods
9. Cluster analysis: advanced methods
10. Deep learning
11. Outlier Detection
12. Data mining trends and research frontiers
Appendix: Mathematical background
Details
Erscheinungsjahr: 2022
Genre: Importe, Soziologie
Rubrik: Wissenschaften
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9780128117606
ISBN-10: 0128117605
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Han, Jiawei
Pei, Jian
Tong, Hanghang
Auflage: 4th edition
Hersteller: Elsevier Science
Verantwortliche Person für die EU: preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Maße: 230 x 190 x 29 mm
Von/Mit: Jiawei Han (u. a.)
Erscheinungsdatum: 03.10.2022
Gewicht: 1,194 kg
Artikel-ID: 122066996
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