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Unsupervised Learning-Based Anomaly Detection for Bridge Structural Health Monitoring: Identifying Deviations from Normal Structural Behaviour.

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Title: Unsupervised Learning-Based Anomaly Detection for Bridge Structural Health Monitoring: Identifying Deviations from Normal Structural Behaviour.
Authors: Nesackon Abraham J; University of Minho, ISISE, ARISE, Department of Civil Engineering, 4800-058 Guimarães, Portugal., Tran MQ; University of Minho, ISISE, ARISE, Department of Civil Engineering, 4800-058 Guimarães, Portugal., Jayaraj JS; Department of Information Systems, University of Minho, 4800-058 Guimarães, Portugal., Matos JC; University of Minho, ISISE, ARISE, Department of Civil Engineering, 4800-058 Guimarães, Portugal., Valluzzi MR; Department of Cultural Heritage, University of Padova, Piazza Capitaniato 7, 35139 Padova, Italy., Dang SN; University of Minho, ISISE, ARISE, Department of Civil Engineering, 4800-058 Guimarães, Portugal.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jan 14; Vol. 26 (2). Date of Electronic Publication: 2026 Jan 14.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Unsupervised Learning-Based Anomaly Detection for Bridge Structural Health Monitoring: Identifying Deviations from Normal Structural Behaviour.
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  Data: <searchLink fieldCode="AU" term="%22Nesackon+Abraham+J%22">Nesackon Abraham J</searchLink>; University of Minho, ISISE, ARISE, Department of Civil Engineering, 4800-058 Guimarães, Portugal.<br /><searchLink fieldCode="AU" term="%22Tran+MQ%22">Tran MQ</searchLink>; University of Minho, ISISE, ARISE, Department of Civil Engineering, 4800-058 Guimarães, Portugal.<br /><searchLink fieldCode="AU" term="%22Jayaraj+JS%22">Jayaraj JS</searchLink>; Department of Information Systems, University of Minho, 4800-058 Guimarães, Portugal.<br /><searchLink fieldCode="AU" term="%22Matos+JC%22">Matos JC</searchLink>; University of Minho, ISISE, ARISE, Department of Civil Engineering, 4800-058 Guimarães, Portugal.<br /><searchLink fieldCode="AU" term="%22Valluzzi+MR%22">Valluzzi MR</searchLink>; Department of Cultural Heritage, University of Padova, Piazza Capitaniato 7, 35139 Padova, Italy.<br /><searchLink fieldCode="AU" term="%22Dang+SN%22">Dang SN</searchLink>; University of Minho, ISISE, ARISE, Department of Civil Engineering, 4800-058 Guimarães, Portugal.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 Jan 14; Vol. 26 (2). <i>Date of Electronic Publication: </i>2026 Jan 14.
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