S
Saber Kouadri
Publications - 5
Citations - 100
Saber Kouadri is an academic researcher. The author has contributed to research in topics: Mean squared error & Water quality. The author has an hindex of 2, co-authored 5 publications receiving 4 citations.
Papers
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Journal ArticleDOI
Prediction of irrigation groundwater quality parameters using ANN, LSTM, and MLR models
Saber Kouadri,Chaitanya B. Pande,Balamurugan Panneerselvam,Kanak N. Moharir,Ahmed Elbeltagi,Ahmed Elbeltagi +5 more
TL;DR: In this paper, three machine learning models, viz. long short-term memory (LSTM), multi-linear regression (MLR), and artificial neural network (ANN), have been trained.
Journal ArticleDOI
Applications of various data-driven models for the prediction of groundwater quality index in the Akot basin, Maharashtra, India.
TL;DR: In this paper, four standalone methods such as additive regression (AR), M5P tree model (M5P), random subspace (RSS), and support vector machine (SVM) were employed to predict WQI based on variable elimination technique.
Journal ArticleDOI
Spatial and temporal model for WQI prediction based on back-propagation neural network, application on EL MERK region (Algerian southeast)
TL;DR: In this paper, an Artificial Neural Network (ANN) was used to predict WQI using mineralisation, TH, NO3− and NO2− as inputs, and the suitability of model confirmed using Bland-Altman test.
Journal ArticleDOI
Performance of machine learning methods in predicting water quality index based on irregular data set: application on Illizi region (Algerian southeast)
TL;DR: In this paper, 8 artificial intelligence algorithms, e.g., multilinear regression (MLR), random forest (RF), M5P tree (M5P), random subspace (RSS), additive regression (AR), ANN, support vector regression (SVR), and locally weighted linear regression (LWLR), were employed to generate WQI prediction in Illizi region, southeast Algeria.
Book ChapterDOI
Reliability and Problems of Wastewater Treatment Processes in the Algerian Sahara
TL;DR: In this paper, the reliability and the problems of the different processes used at the level of several treatment plants installed in the Algerian Sahara with the aim of eliminating the nuisances and the risks of contamination in the urbanized areas, protecting the receiving environment and water resources, the possibility of reusing treated effluents for irrigation.