Data Mining In Time Series Databases 2024 pdf epub mobi 电子书

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发表于2024-12-26

Data Mining In Time Series Databases 2024 pdf epub mobi 电子书

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出版者:World Scientific Pub Co Inc

作者:Last, Mark (EDT)/ Kandel, Abraham (EDT)/ Bunke, Horst (EDT)

出品人:

页数:192

译者:

出版时间:2004-11

价格:$ 122.00

装帧:HRD

isbn号码:9789812382900

丛书系列:

图书标签: 计算机

Data Mining In Time Series Databases 2024 pdf epub mobi 电子书图书描述

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 manual examines 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 text 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.

Data Mining In Time Series Databases 2024 pdf epub mobi 电子书

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