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Data mining concept and techniques

By: Contributor(s): Material type: TextLanguage: English Publication details: New Delhi : Elsevier, 2012.Edition: 3rd edDescription: xxxv, 703p. : illISBN:
  • 9789380931913
Subject(s): Other classification:
  • D65,8(B),27 P1;Q2;18
Summary: The increasing 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, its 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 editions 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 todays most powerful data mining techniques to meet real business challenges.
Item type: Textual
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Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
Textual Central Science Library Central Science Library D65,8(B),27 P1;Q2;18 (Browse shelf(Opens below)) Available SL1598286

Bibliography 633-672p.; Index 673-703p.; Reprint 2014.

The increasing 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, its 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 editions 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 todays most powerful data mining techniques to meet real business challenges.

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