Kandel Abraham Kandel & Bunke Horst Bunke 
Data Mining In Time Series Databases [PDF ebook] 

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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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язык английский ● Формат PDF ● страницы 204 ● ISBN 9789814486545 ● редактор Kandel Abraham Kandel & Bunke Horst Bunke ● издатель World Scientific Publishing Company ● опубликованный 2004 ● Загружаемые 3 раз ● валюта EUR ● Код товара 8098005 ● Защита от копирования Adobe DRM
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