Mining Shape Expressions From Positive Examples

Shape expressions (SEs) is a novel specification language that was recently introduced to express behavioral patterns over real-valued signals observed during the execution of cyber-physical systems. An SE is a regular expression composed of arbitrary parameterized shapes, such as lines, exponential...

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Bibliographic Details
Published in:	IEEE transactions on computer-aided design of integrated circuits and systems Vol. 39; no. 11; pp. 3809 - 3820
Main Authors:	Bartocci, Ezio, Deshmukh, Jyotirmoy, Gigler, Felix, Mateis, Cristinel, Nickovic, Dejan, Qin, Xin
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.11.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Clustering Computational and artificial intelligence computer science computers and information processing Cyber-physical systems Data mining Design automation formal languages Integrated circuits Learning automata learning systems Noise measurement pattern recognition Sensors Shape Sine waves Specification and description languages Specifications
ISSN:	0278-0070, 1937-4151
Online Access:	Get full text
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