Adding the time dimension to real-world databases produces Time Series Databases (TSDB) and introduces new aspects and difficulties to data mining and knowledge discovery. This book covers the state-of-the-art methodology for mining time series databases. The novel data mining methods presented in the book include techniques for efficient segmentation, indexing, and classification of noisy and dynamic time series. A graph-based method for anomaly detection in time series is described and the book also studies the implications of a novel and potentially useful representation of time series as strings. The problem of detecting changes in data mining models that are induced from temporal databases is additionally discussed.
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भाषा अंग्रेज़ी ● स्वरूप PDF ● पेज 204 ● ISBN 9789814486545 ● संपादक Kandel Abraham Kandel & Bunke Horst Bunke ● प्रकाशक World Scientific Publishing Company ● प्रकाशित 2004 ● डाउनलोड करने योग्य 3 बार ● मुद्रा EUR ● आईडी 8098005 ● कॉपी सुरक्षा Adobe DRM
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