TY - BOOK AU - HAN, JIAWEI AU - AU - KAMBER, MICHELINE AU - PEI, JIAN TI - DATA MINING: CONCEPTS AND TECHNIQUES, 3RA ED / 2012 U1 - 005.74.HAN.00 CY - USA KW - MINE ENGINEERING N1 - INTRODUCTION I . -- 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 ER -