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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| 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 |
| Page Number: | 22 |
| 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): |  Creative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International |
