Specifying and detecting temporal patterns with shape expressions

Modern cyber-physical systems (CPS) and the Internet of things (IoT) are data factories generating, measuring and recording huge amounts of time series. The useful information in time series is usually present in the form of sequential patterns. We propose shape expressions as a declarative language...

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Veröffentlicht in:	International journal on software tools for technology transfer Jg. 23; H. 4; S. 565 - 577
Hauptverfasser:	Ničković, Dejan, Qin, Xin, Ferrère, Thomas, Mateis, Cristinel, Deshmukh, Jyotirmoy
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Berlin/Heidelberg Springer Berlin Heidelberg 01.08.2021 Springer Nature B.V
Schlagworte:	Avionics Computer Science Cyber-physical systems Internet of Things Matching Parameters Semantics Software Engineering Software Engineering/Programming and Operating Systems Statistical analysis Theory of Computation Time series Statistical regression Runtime monitoring Regular expressions Pattern matching
ISSN:	1433-2779, 1433-2787
Online-Zugang:	Volltext
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