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vls/2603nrwcece.visuallibrary.netvdData miningconcepts and techniquesHan, Jiawei1949-VerfasserautPei, JianVerfasserautTong, Hanghangca. 20./21. JhVerfasserauttextTextbookxxuXD-USCambridge, Mass.MK, Morgan Kaufmann Publishers[2023]© 20232023Fourth Editionsingle unitengprintxxix, 752 Seiten Illustrationen, Diagramme 235 mm.ohne Hilfsmittel zu benutzenBandData Mining: Concepts and Techniques, Fourth Edition provides the theories and methods for processing data or information used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from collected data, known as KDD. The book focuses on the feasibility, usefulness, effectiveness and scalability of techniques of large datasets. After describing data mining, the authors explain the methods of knowing, preprocessing, processing and warehousing data. They then present information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining. Users from computer science students, application developers, business professionals, and researchers who seek information on data mining will find this resource very helpful.1. Introduction; 2. Data and Measurements; 3. Data Preparation; 4. Data Warehousing and OLAP; 5. Frequent Patterns and Associate Rules; 6. Advanced Pattern Mining; 7. Classification; 8. Advanced Topics on Classification; 9. Clustering; 10. Advanced Topics on Clustering; 11. Outlier and Anomaly Detection; 12. Further Topics; Appendix: Mathematical Concepts and ToolsJiawei Han, Jian Pei, Hanghang TongData MiningComputing TextbooksComputing & SecuritySingle-item retail productQH 500978012811760699371706274206441HT021561767rda22101220250729122542.0153613101ger https://ce.visuallibrary.net//domainresource/static/graphics/connectors/viewerLogo.gif http://193.30.112.129:83/F/?func=find-c&ccl_term=ICS%3D153613101+X0001 https://ce.visuallibrary.net/id/1350847 https://ce.visuallibrary.net/i3f/v20/1350847/manifest https://ce.visuallibrary.net/proto_ftsearch/1350847