Data mining with Temporal Abstractions: learning rules from time series

Authors:
Lucia Sacchi;Cristiana Larizza;Carlo Combi;Riccardo Bellazzi
Affiliations:
Dipartimento di Informatica e Sistemistica, Università di Pavia, Pavia, Italy;Dipartimento di Informatica e Sistemistica, Università di Pavia, Pavia, Italy;Dipartimento di Informatica, Università degli Studi di Verona, Verona, Italy;Dipartimento di Informatica e Sistemistica, Università di Pavia, Pavia, Italy
Venue:
Data Mining and Knowledge Discovery
Year:
2007

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Abstract

Many high level representations of time series have been proposed for data mining, including Fourier transforms, wavelets, eigenwaves, piecewise polynomial models, etc. Many researchers have also considered symbolic representations of time series, noting ...