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IoT-based automated system for water-related disease prediction.

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第一作者： Bhushankumar,Nemade

第一单位： Shree L.R. Tiwari Engineering College, Mumbai University, Mumbai, India.

作者： Bhushankumar,Nemade ^[1] ; Kiran Kishor,Maharana ^[2] ; Vikram,Kulkarni ^[3] ; Surajit,Mondal ^[2] ; G S Pradeep,Ghantasala ^[4] ; Amal,Al-Rasheed ^[5] ; Masresha,Getahun ^[6] ; Ben Othman,Soufiene ^[7]

作者单位： Shree L.R. Tiwari Engineering College, Mumbai University, Mumbai, India. ^[1] Researcher, ICICI Lombard GIC Ltd, Mumbai, India. ^[2] Mukesh Patel School of Technology, Management, and Engineering, SVKM's NMIMS (Deemed to be University), Mumbai, India. ^[3] Department of Computer Science and Engineering, Alliance College of Engineering & Design, Alliance University, Bengaluru, India. ^[4] Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia. ^[5] Department of Computer Science and Information Technology, College of Engineering and Technology, Kebri Dehar University, Kebri Dehar, Ethiopia. masreshaggetahun@gmail.com. ^[6] PRINCE Laboratory Research, ISITcom, Hammam Sousse, University of Sousse, Sousse, Tunisia. ^[7]

关键词 Forecasting diseases H-ANFIS IoT-based diseases prediction LSTM Long short-term memory TS-SMOTE Time-series data Time-series data augmentation Water quality prediction Water-borne diseases prediction

医学主题词人类(Humans);给水(Water Supply);预测(Forecasting);算法(Algorithms);自动化(Automation)

DOI 10.1038/s41598-024-79989-6

PMID 39604479

发布时间 2025-02-05

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