Temporal Data Mining

In contrast to traditional data mining methods, temporal data mining discovers dynamic knowledge related to activity, behavior, and evolution. This book presents the fundamentals of temporal data mining and its wide range of applications in medicine, finance, geographical information systems, and ot [...]
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In contrast to traditional data mining methods, temporal data mining discovers dynamic knowledge related to activity, behavior, and evolution. This book presents the fundamentals of temporal data mining and its wide range of applications in medicine, finance, geographical information systems, and other areas. It covers essential data mining topics from the perspective of temporal data mining, addressing temporal databases and data models, temporal data representation and similarity computation, and temporal pattern detection. The author employs illustrative examples to explain key concepts and algorithms.