An edition of Data mining in time series databases (2004)
Data Mining In Time Series Databases (Series in Machine Perception and Artificial Intelligence)
By Mark Last,Abraham Kandel,Bunke, Horst
Publish Date
November 2004
Publisher
World Scientific Pub Co Inc,World Scientific,World Scientific Publishing Company
Language
eng
Pages
192
Description:
"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."--BOOK JACKET.