Author

Noureddine Daif

Observed names: N. DAIF, N. Daif

Institution: University of Skikda

Observed institution: University of Skikda

ORCID: 0000-0002-7469-5509

Observed ORCID: 0000-0002-7469-5509

OpenAlex ID: A5099384131

Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations

2025 · Noureddine Daif, Fabio Di Nunno, et al. · Stochastic Environmental Research and Risk Assessment · 17

Enhanced daily streamflow forecasting in Northeastern Algeria: integrating hybrid machine learning with advanced wavelet transformation techniques

2024 · Noureddine Daif, Aziz Hebal · Modeling Earth Systems and Environment · 11

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

Optimizing Daily Streamflow Forecasting Under Mediterranean Climate: A Novel Hybrid VMD-EWT and Deep Learning Framework

2025 · Noureddine Daif, Aziz Hebal, et al. · Pure and Applied Geophysics · 7

Short- and Medium-Term Forecasting of Allocated Water Volume in the ZIT EMBA Dam: Improving CNN with GWO and PSO Optimization

2025 · Bilal Lefoula, Noureddine Daif · Iranian Journal of Science and Technology Transactions of Civil Engineering · 1

River water temperature prediction using REMD, RLMD, and SVMD coupled with deep learning models

2026 · Noureddine Daif, Dong Sop Rhee, et al. · Scientific Reports

Enhancing Forecasting of Water Release Volumes from Dams: A Comparative Study of Supervised Learning Models

2026 · Mehdi Amiour, Toufik Bouziane, et al. · Water Resources Management

Enhanced Prediction of Daily Streamflow Rates in Algerian Watersheds Using VMD-Optimized Deep Neural Network Architectures

2026 · Noureddine Daif, Aziz Hebal, et al. · 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

Accurate Multi-horizon Hourly Streamflow Forecasting Using ELM Optimized by GWO, BAT, DE, WOA, and GA Algorithms

2025 · Noureddine Daif, Aziz Hebal, et al. · Pure and Applied Geophysics

Comparative Performance of Rainfall-Runoff Models: Conceptual, Machine Learning, and Hybrid Approaches, Case Study of Côtiers Algérois Watershed, Algeria

2025 · Noureddine Daif, Aziz Hebal, et al. · Water Resources

Hybridization of Artificial Neural Networks with Artificial Rabbits Optimization for Improving Monthly Streamflow Forecasting: A Case Study of the Soummam Watershed, Algeria

2025 · N. Daif, A. Hebal, et al. · Russian Meteorology and Hydrology

Hybridization of Artificial Neural Networks With Artificial Rabbits Optimization for Improving Monthly Streamflow Forecasting: Case Study of Soummam Watershed, Algeria

2025 · N. DAIF, A. HEBAL, et al. · Meteorologiya i Gidrologiya

Works count: 13

Citation count: 45

H-index: 4

I10-index: 2