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Predictive analytics technique based on hybrid sampling to manage unbalanced data in smart cities.

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第一作者： Ayushi,Chahal

第一单位： Department of Computer Science & Applications, Maharshi Dayanand University, Rohtak, Haryana, India.

作者： Ayushi,Chahal ^[1] ; Preeti,Gulia ^[1] ; Nasib Singh,Gill ^[1] ; Mohammad,Yahya ^[2] ; Mohd Anul,Haq ^[3] ; Mohammed,Aleisa ^[3] ; Abdullah,Alenizi ^[4] ; Arfat Ahmad,Khan ^[5] ; Piyush Kumar,Shukla ^[6]

作者单位： Department of Computer Science & Applications, Maharshi Dayanand University, Rohtak, Haryana, India. ^[1] Oakland University, USA. ^[2] Department of Computer Science, College of Computer and Information Sciences, Majmaah University, Al-Majmaah, 11952, Saudi Arabia. ^[3] Department of Information Technology, College of Computer and Information Sciences, Majmaah University, Al-Majmaah, 11952, Saudi Arabia. ^[4] Department of Computer Science, College of Computing, Khon Kaen University, Khon Kaen, 40002, Thailand. ^[5] Computer Science & Engineering Department, University Institute of Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya (Technological University of Madhya Pradesh), Bhopal, Madhya Pradesh, India. ^[6]

关键词 ENN Internet of Things (IoT)Machine learning PCA Predictive analytics SMOTE Sensors

DOI 10.1016/j.heliyon.2024.e39275

PMID 39759342

发布时间 2025-01-07

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