Cited by 6Anomaly Detection Techniques and ApplicationsWater Systems and OptimizationFault Detection and Control Systems

Outlier detection in non-stationary time series applied to sewer network monitoring

Open access
Shakil, Ali, Khalighi, Mohammad Ali, Pudlo, Pierre, Leclerc, Cyril, Laplace, Dominique, Hamon, François, Boudonne, Alexandre·2023·Internet of Things

Integrity signals

Registry

Crossref · 10.1016/j.iot.2022.100654

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References 31 · Cited by 6

Authors
Shakil, A., Khalighi, M. A., Pudlo, P., Leclerc, C., Laplace, D., Hamon, F., & Boudonne, A.
Affiliations
  • Centre National de la Recherche Scientifique (FR)
  • Institut de Mathématiques de Marseille (FR)
  • Suez (France) (FR)
Corresponding author
Khalighi, Mohammad Ali
Venue
Internet of Things
Publisher
Elsevier BV
Published
2023-04
Volume
21
Pages
100654
ISSN
2542-6605 (ISSN-L)
OpenAlex
W4312055188
Cited by
6
References
31
Citations by year
2026: 1 · 2025: 1 · 2024: 3 · 2023: 1
FWCI
0.41
Type
journal article
Language
en
Open access
Locations
  • Internet of Things (acceptedVersion)
  • HAL AMU (submittedVersion, other-oa)
Funders
Association Nationale de la Recherche et de la Technologie (2020/0274)
Topics
  • Physical Sciences › Computer Science › Artificial Intelligence › Anomaly Detection Techniques and Applications
  • Physical Sciences › Engineering › Civil and Structural Engineering › Water Systems and Optimization
  • Physical Sciences › Engineering › Control and Systems Engineering › Fault Detection and Control Systems
Keywords
outlier detection, non-stationary time series, waste accumulation, data cleaning, peak detection, false detection probability, detection threshold, sensor noise

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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

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