Name : World Scientific Data Mining In Time Series Databases   Title : Adding the time dimension to real-world databases produces Time Series Databases (TSDB) and introduc   Type : PDF   Size : 2548 KB

Detail : 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.

Keywords Ebook :

series   mining   databases   novel   world   
time series   data mining   the book   series databases   
time series databases   

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