000			02392nam a22003137i 4500
005			20251030135903.0
007			t|
008			230503s2012 ||||| |||| 00| 0 spa d
020			_a9780123814791
040			_aCO-ViULL _erda _bspa
041			_heng
082	0		_223 _a005.741 _bH233
100	1		_aHan, Jiawei _9160793, _eautor. _4aut
245	1	0	_aData mining : _bconcepts and techniques.
250			_a3.
264		1	_aIndia : _bMorgan Kaufmann, Elsevier, _c2012.
300			_a703 páginas : _b: tables ; figuras.
336			_atexto _btxt _2rdacontent
337			_asin mediación _bn _2rdamedia
338			_avolumen _bnc _2rdacarrier
500			_aContents.
505	8		_aIntroduction. -- Getting to Know Your Data. -- Data Preprocessing. -- Data Warehousing and Online Analytical Processing. -- Data Cube Technology. -- Mining Frequent Patterns, Associations, and Correlations: Basic Concepts and Methods. -- Advanced Pattern Mining. -- Classification: Basic Concepts. -- Classification: Advanced Methods. -- Cluster Analysis: Basic Concepts and Methods. -- Advanced Cluster Analysis. -- Outlier Detection. -- Data Mining Trends and Research Frontiers.
520			_aData Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents 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.
650		0	_aData mining _9160773.
650		0	_aComputer science _9160794.
700	1		_aKamber, Micheline _9160795.
700	1		_aPei, Jian _9160796.
942			_2ddc _cBK
999			_c47472 _d47472