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Author

Khaled Merabet

Observed name: K. Merabet
Observed institution: University of Skikda
ORCID: 0000-0003-0830-4722
Observed ORCID: 0000-0003-0830-4722
OpenAlex ID: A5005500178
Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP)
2025 · Khaled Merabet, Fabio Di Nunno, et al. · Earth Science Informatics · 84
River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT
2023 · Salim Heddam, Khaled Merabet, et al. · Ecological Informatics · 26
Improving the accuracy of air relative humidity prediction using hybrid machine learning based on empirical mode decomposition: a comparative study
2023 · Khaled Merabet, Salim Heddam · Environmental Science and Pollution Research · 13
Improving the prediction of global solar radiation using interpretable boosting algorithms coupled SHAP and LIME analysis: a comparative study
2025 · Khaled Merabet, Noureddine Daif, et al. · Theoretical and Applied Climatology · 9
Modeling Coagulant Dosage in Water Treatment Plant Using Explainable Deep Learning Model–Based SHapley Additive exPlanations (SHAP)
2025 · Amel Fouchal, Khaled Merabet, et al. · Water Conservation Science and Engineering · 8
Accurate and interpretable prediction of chemical oxygen demand using explainable boosting algorithms with SHAP analysis
2026 · Khaled Merabet, Sungwon Kim, et al. · Scientific Reports · 4
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Building a reliable coagulant dosage prediction framework for water purification processes using CatBoost and explainable AI (XAI)
2026 · Khaled Merabet, Il-Moon Chung, et al. · Engineering Applications of Computational Fluid Mechanics · 1
From raw signals to decomposed insights: boosting models enhanced by EMD variants for multi-depth soil temperature and moisture prediction
2026 · Khaled Merabet, Ozgur Kisi, et al. · Acta Geophysica
Explainable metaheuristic-optimized XGBoost models for chlorophyll-a concentration prediction: A comparative study based on SHAP and LIME interpretability
2026 · Khaled Merabet, Sungwon Kim, et al. · Journal of environmental chemical engineering
Estimation of Daily Air Relative Humidity Using a Novel Outlier-Robust Extreme Learning Machine Model: A Case Study of Two Algerian Locations
2026 · Khaled Merabet, Salim Heddam · Earth and environmental sciences library
Enhancing water quality assessment through machine learning: Exploring machine learning applications for accurate water quality assessment
2026 · Noureddine Daif, Salah Difi, et al. · Advances in chemical pollution, environmental management and protection
River Water Temperature Prediction Based on Boosting Algorithms and Ensemble Empirical Mode Decomposition: CatBoost, XGBoost, LightGBM versus AdaBoost
2026 · K. Merabet, F. Nunno, et al. · Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería
Works count: 12
Citation count: 145
H-index: 5
I10-index: 3
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