Intelligent data analysis developing new methodologies through pattern discovery and recovery /

• Corporate Author: IGI Global.
• Other Authors: Wang, Hsiao-Fan.
• Format: Electronic
• Language: English
• Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2009.
• Subjects: Pattern perception > Data processing.; Artificial intelligence.; Intelligent data analysis; Fuzzy sets; Gene expression data; Pattern discovery; Blackbox algorithms; TREENET; Ecological data; Golden eagle satellite data; Atanassov's Intuitionistic Fuzzy Sets; Fuzzy neural network models; Knowledge discovery; Genetic learning; Evolutionary computing; Light scattering; Particle identification; Telecom industry; Cumulative prospect theory; Virtual sampling; Data construction analysis
• Online Access: View fulltext via EzAccess
• Physical Description: electronic texts (xx, 344 p. : ill.) : digital files.; Also available in print.
• Format: Mode of access: World Wide Web.
• Bibliography: Includes bibliographical references (p. 309-334) and index.
• Access: Restricted to subscribers or individual electronic text purchasers.

Pattern Recognition has a long history of applications to data analysis in business, military and social economic activities. While the aim of pattern recognition is to discover the pattern of a data set, the size of the data set is closely related to the methodology one adopts for analysis. This book tackles those data sets and covers a variety of issues in relation to intelligent data analysis so that patterns from frequent or rare events in spatial or temporal spaces can be revealed. This book brings together current research, results, problems, and applications from both theoretical and practical approaches.