Nguyen, H.D. and Nguyen, T.Q.D. and Thi, H.N. and Lap, B.Q. and Phan, T.-T.-H. (2022) The Use of Machine Learning Algorithms for Evaluating Water Quality Index: A Survey and Perspective. In: Conference of 2022 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2022, 13 October 2022 Through 14 October 2022, Phu Quoc Island.
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The quality of water is determined by its components, called the water parameters. The effect of each parameter on the water quality is different. To assess the water quality, sampling and measuring the value of these parameters are required. The water quality index (WQI) is a special indicator that integrates the value of many parameters into a single value. This value can be used to reflect effectively the quality of water. In this study, we present a survey on the application of machine learning (ML) method to estimate the WQI. A case study is also conducted to illustrate the use of the ML algorithm in the context. © 2022 IEEE.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Divisions: | Faculties > Faculty of Information Technology |
| Identification Number: | 10.1109/MAPR56351.2022.9924736 |
| Uncontrolled Keywords: | Learning algorithms; Learning systems; Machine learning; Quality assurance; Water quality, Extra-trees; Features selection; Machine learning algorithms; Machine-learning; Quality of water; Single-value; Water parameters; Water quality indexes; Water quality parameters; Water quality sampling, Surveys |
| Additional Information: | Conference of 2022 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2022 ; Conference Date: 13 October 2022 Through 14 October 2022; Conference Code:183824 |
| URI: | http://eprints.lqdtu.edu.vn/id/eprint/10604 |
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