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

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

World Scientific Pub Co Inc

2004-11

192

$ 122.00

HRD

9789812382900

图书标签: 计算机

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发表于2024-09-21

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

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

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 下载 mobi epub pdf txt 电子书