Han, Jiawei

Data mining: concepts and techniques / Jiawei Han, Michelina Kamber, Jian Pei - tercera edición - Estados Unidos: Elsevier Inc., 2012. - 703 páginas; 25 cm

Why data mining? -- What is data mining? -- What kinds of data can be mined? -- What kinds of patterns can be mined? -- Which technologies are used? -- Which kinds of applications are targeted? -- Major issues in data mining -- Getting Know your data -- Data preprocessing -- Data warehousting and online analytical processing -- Data warehouse: basic concepts -- Data cube technology -- Mining frequent patterns, associations, and correlations: basic concepts and methods -- Advanced pattern mining -- Clasification: basic concepts -- Clasification: advanced methods -- Cluster analysis: basic concepts and methods -- Advanced cluster analysis -- Outlier detection -- Data mining trends and research frontiers

9780123814791


Minería de datos
Estructura de datos (Computadores)

005.73 / H233