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EventDetectR – An Open-Source Event Detection System

  • EventDetectR: An efficient Event Detection System (EDS) capable of detecting unexpected water quality conditions. This approach uses multiple algorithms to model the relationship between various multivariate water quality signals. Then the residuals of the models were utilized in constructing the event detection algorithm, which provides a continuous measure of the probability of an event at every time step. The proposed framework was tested for water contamination events with industrial data from automated water quality sensors. The results showed that the framework is reliable with better performance and is highly suitable for event detection.

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Metadaten
Author:Sowmya Chandrasekaran, Margarita Rebolledo, Thomas Bartz-Beielstein
URN:urn:nbn:de:hbz:832-cos4-9232
Series (Serial Number):CIplus (9/2020)
Document Type:Report
Language:English
Release Date:2020/11/23
Institutes and Central Facilities:Fakultät für Informatik und Ingenieurwissenschaften (F10)
CCS-Classification:J. Computer Applications / J.0 GENERAL
Dewey Decimal Classification:000 Allgemeines, Informatik, Informationswissenschaft / 004 Informatik
JEL-Classification:Y Miscellaneous Categories
Open Access:Open Access
Licence (German):License LogoCreative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International