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ОС и БДData Mining: Concepts and Techniques

Data Mining: Concepts and Techniques
Название: Data Mining: Concepts and Techniques, 3rd Edition
Автор: Jiawei Han, Micheline Kamber
Издательство: Morgan Kaufmann
ISBN: 0123814790
Год: 2011
Страниц: 744
Формат: PDF
Размер: 17 Mb
Язык: Английский

The increasing volume of data in modern business and science calls for more complex and sophisticated tools. Although advances in data mining technology have made extensive data collection much easier, it’s still always evolving and there is a constant need for new techniques and tools that can help us transform this data into useful information and knowledge.

Since the previous edition’s publication, great advances have been made in the field of data mining. Not only does the third of edition of Data Mining: Concepts and Techniques continue the tradition of equipping you with an understanding and application of the theory and practice of discovering patterns hidden in large data sets, it also focuses on new, important topics in the field: data warehouses and data cube technology, mining stream, mining social networks, and mining spatial, multimedia and other complex data. Each chapter is a stand-alone guide to a critical topic, presenting proven algorithms and sound implementations ready to be used directly or with strategic modification against live data. This is the resource you need if you want to apply today’s most powerful data mining techniques to meet real business challenges.

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