HAN, JIAWEI


DATA MINING: CONCEPTS AND TECHNIQUES, 3RA ED / 2012 - 3A. ed - USA ELSEVIER 2012 - 703 24.0

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


MINE ENGINEERING

005.74.HAN.00