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An evaluation of various data pre-processing techniques with machine learning models for water level prediction |
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| Authors: | Tiu Ervin Shan Khai Huang Yuk Feng Ng Jing Lin AlDahoul Nouar Ahmed Ali Najah Elshafie Ahmed |
| Affiliation: | 1.Department of Civil Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang, 43000, Cheras, Selangor, Malaysia ;2.Department of Civil Engineering, Faculty of Engineering, Technology and Built Environment, UCSI University, 56000, Cheras, Kuala Lumpur, Malaysia ;3.Faculty of Engineering, Multimedia University, 63100, Cyberjaya, Malaysia ;4.Institute of Energy Infrastructure (IEI), Department of Civil Engineering, College of Engineering, University Tenaga Nasional (UNITEN), 43000, Selangor, Malaysia ;5.Department of Civil Engineering, Faculty of Engineering, University of Malaya, 50603, Kuala Lumpur, Malaysia ; |
| Abstract: | Natural Hazards - Floods are the most frequent type of natural disaster. It destroys wildlife habitat, damages bridges, railways, roads, properties, and puts millions of people at risk. As such,... |
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