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Explainable deep unsupervised learning for flood monitoring and anomaly detection using multivariate DWLR sensors.

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Title: Explainable deep unsupervised learning for flood monitoring and anomaly detection using multivariate DWLR sensors.
Authors: Potharaju S; Department of CSE, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India. saiprasad.potharaju@sitpune.edu.in., Tambe SN; Department of Information Technology, K. K.Wagh Institute of Engineering Education & Research, Nashik, MH, India., Tirandasu RK; Department of CSE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, India., Kumar DA; Department of CSE, Lakireddy Bali Reddy College of Engineering, Mylavaram, India., Kiranmai B; Department of CSE(DS), Sreyas Institute of Engineering and Technology, Hyderabad, India., Kantipudi MVVP; Department of ETC, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India.
Source: Scientific reports [Sci Rep] 2026 Jun 03. Date of Electronic Publication: 2026 Jun 03.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Potharaju+S%22">Potharaju S</searchLink>; Department of CSE, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India. saiprasad.potharaju@sitpune.edu.in.<br /><searchLink fieldCode="AU" term="%22Tambe+SN%22">Tambe SN</searchLink>; Department of Information Technology, K. K.Wagh Institute of Engineering Education & Research, Nashik, MH, India.<br /><searchLink fieldCode="AU" term="%22Tirandasu+RK%22">Tirandasu RK</searchLink>; Department of CSE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, India.<br /><searchLink fieldCode="AU" term="%22Kumar+DA%22">Kumar DA</searchLink>; Department of CSE, Lakireddy Bali Reddy College of Engineering, Mylavaram, India.<br /><searchLink fieldCode="AU" term="%22Kiranmai+B%22">Kiranmai B</searchLink>; Department of CSE(DS), Sreyas Institute of Engineering and Technology, Hyderabad, India.<br /><searchLink fieldCode="AU" term="%22Kantipudi+MVVP%22">Kantipudi MVVP</searchLink>; Department of ETC, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Jun 03. <i>Date of Electronic Publication: </i>2026 Jun 03.
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      – Type: doi
        Value: 10.1038/s41598-026-55978-9
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        Text: English
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      – TitleFull: Explainable deep unsupervised learning for flood monitoring and anomaly detection using multivariate DWLR sensors.
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              Text: 2026 Jun 03
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