Introduction to Data Mining and its Applications

Häftad, Engelska, 2016

Av S. Sumathi, S.N. Sivanandam, S. N. Sivanandam

2 759 kr

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This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in data base systems and new data base applications and is also designed to give a broad, yet in-depth overview of the field of data mining.

Produktinformation

Utgivningsdatum2016-08-23
Mått210 x 297 x 46 mm
Vikt2 164 g
FormatHäftad
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor828
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783662500804

Tillhör följande kategorier

Systemvetenskap och AI inom Data och it
Teknik: allmänt inom Naturvetenskap och teknik
Artificiell intelligens inom Data och it
Databaser inom Data och it

to Data Mining Principles.- Data Warehousing, Data Mining, and OLAP.- Data Marts and Data Warehouse.- Evolution and Scaling of Data Mining Algorithms.- Emerging Trends and Applications of Data Mining.- Data Mining Trends and Knowledge Discovery.- Data Mining Tasks, Techniques, and Applications.- Data Mining: an Introduction – Case Study.- Data Mining & KDD.- Statistical Themes and Lessons for Data Mining.- Theoretical Frameworks for Data Mining.- Major and Privacy Issues in Data Mining and Knowledge Discovery.- Active Data Mining.- Decomposition in Data Mining - A Case Study.- Data Mining System Products and Research Prototypes.- Data Mining in Customer Value and Customer Relationship Management.- Data Mining in Business.- Data Mining in Sales Marketing and Finance.- Banking and Commercial Applications.- Data Mining for Insurance.- Data Mining in Biomedicine and Science.- Text and Web Mining.- Data Mining in Information Analysis and Delivery.- Data Mining in Telecommunications and Control.- Data Mining in Security.

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