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S

Salim Heddam

hydraulics division

46H-index
243Paper Count
6.5KCitation Count
Published Papers 86
Publication Date
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Explainable ensemble learning models for predicting rheological and mechanical properties of Self-Compacting concrete
errAin Shams Engineering Journal
IF5.9
err2026-07-03
err0
errOAAI
errHang Yin; Meysam Alizamir; Salim Heddam; Aliakbar Gholampour; Sungwon Kim; Rana Muhammad Adnan Ikram
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Improving prediction accuracy of mechanical strengths in high-performance concrete using advanced metaheuristic-based extreme learning machines: incorporation of SHAP and LIME model explainers
errAin Shams Engineering Journal
IF5.9
err2026-04-08
err0
errOAAI
errHang Yin; Meysam Alizamir; Salim Heddam; Sungwon Kim; Aliakbar Gholampour; Rana Muhammad Adnan Ikram
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Metaheuristic-optimized neuro-fuzzy models for meteorological drought prediction
errEnvironmental Earth Sciences
IF2.8
err2026-03-30
err0
errOAAI
errAlireza Docheshmeh Gorgij; Ozgur Kisi; Salim Heddam; Dinesh Kumar Vishwakarma; Hakan Ergun; Christoph Külls
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Improved prediction of geopolymer concrete compressive strength using metaheuristic-enhanced extreme learning models with combined SHAP and LIME for sustainable construction
errAin Shams Engineering Journal
IF5.9
err2026-02-16
err0
errOAAI
errMeysam Alizamir; Aliakbar Gholampour; Sungwon Kim; Salim Heddam; Gum-Sung Ryu
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errSave
Daily river water temperature prediction using regularized greedy forest enhanced TVF-EMD and empirical Fourier decomposition
errStochastic Environmental Research and Risk Assessment
IF3.6
err2026-01-22
err0
PREAI
errSalah Difi; Fabio Di Nunno; Francesco Granata; Ozgur Kisi; Salim Heddam; Sungwon Kim; Mariusz Ptak; Mariusz Sojka; Mohammad Zounemat-Kermani
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A Comparative Evaluation of Deep Learning and Machine Learning Models for River Suspended Sediment Concentration Forecasting
errWater Resources Management
IF4.7
err2025-12-23
err0
PREAI
errAmin Gharehbaghi; Salim Heddam; Saeid Mehdizadeh; Sungwon Kim
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Explainable machine-learning workflow to improve real-time lithofacies identification using mudlogging data from a heterogeneous clastic reservoir sequence
errComputational Geosciences
IF2
err2025-12-15
err0
PREAI
errFetni, Yasmina; Ameur-Zaimeche, Ouafi; Wood, David A.; Heddam, Salim; Al-Mudhafar, Watheq J.; Kechiched, Rabah
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Accurate Multi-horizon Hourly Streamflow Forecasting Using ELM Optimized by GWO, BAT, DE, WOA, and GA Algorithms
errPure and Applied Geophysics
IF1.9
err2025-12-01
err0
PREAI
errDaif, Noureddine; Hebal, Aziz; Difi, Salah; Fettam, Djillali; Zerouali, Bilel; Heddam, Salim
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Designing a robust extreme gradient boosting model with SHAP-based interpretation for predicting carbonation depth in recycled aggregate concrete
errArtificial Intelligence Review
IF13.9
err2025-11-11
err0
errOAAI
errMeysam Alizamir; Aliakbar Gholampour; Sungwon Kim; Salim Heddam; Jaehwan Kim
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errSave
Refining Groundwater Level Prediction with Kolmogorov–Arnold Architectures: A Dual Temporal–Frequency Domain Perspective
errEarth Systems and Environment
IF4.7
err2025-11-11
err0
PREAI
errFrancesco Granata; Fabio Di Nunno; Salim Heddam; Senlin Zhu
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Performance assessment of advanced data-intelligence models for solar radiation forecasting: a case study in a high solar potential region
errClimatic Change
IF4.8
err2025-10-09
err0
PREAI
errVahdettin Demir; Minglei Fu; Sani I. Abba; Bijay Halder; Iman Ahmadianfar; Salim Heddam; Huseyin Cagan Kılınc; Shafik S. Shafik; Mou Leong Tan; Zaher Mundher Yaseen
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Modeling Coagulant Dosage in Water Treatment Plant Using Explainable Deep Learning Model-Based SHapley Additive exPlanations (SHAP)
errWater Conservation Science and Engineering
IF1.9
err2025-10-03
err0
PREAI
errFouchal, Amel; Merabet, Khaled; Kisi, Ozgur; Di Nunno, Fabio; Granata, Francesco; Kim, Sungwon; Heddam, Salim; Zounemat-Kermani, Mohammad; Yaseen, Zaher Mundher
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Optimizing Daily Streamflow Forecasting Under Mediterranean Climate: A Novel Hybrid VMD-EWT and Deep Learning Framework
errPure and Applied Geophysics
IF1.9
err2025-10-01
err0
PREAI
errDaif, Noureddine; Hebal, Aziz; Difi, Salah; Heddam, Salim; Bailek, Nadjem; Zerouali, Bilel
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Photo-assisted degradation of rhodamine B with H₂O₂: Kinetics, modern machine learning prediction, and insights into a novel iron oxide catalyst
errphotochemistry and photobiology a chemistry
IF0
err2025-08-29
err0
errOAAI
errSalah Eddine Zahi; M.C. Hidalgo; J.A. Navío; Salim Heddam; Kerchich Yacine
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errSave
Daily soil temperature prediction using hybrid deep learning and SHAP for sustainable soil management
errEngineering Applications of Computational Fluid Mechanics
IF5.4
err2025-08-11
err0
errOAAI
errMeysam Alizamir; Kaywan Othman Ahmed; Salim Heddam; Sungwon Kim; Jeong Eun Lee
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errSave
Integration of MRMR algorithm with advanced neural networks for modeling long-term crop water demand in agricultural basins
errApplied Water Science
IF5.7
err2025-07-29
err0
errOAAI
errAhmed Elbeltagi; Abdullah A. Alsumaiei; Ali Raza; Mustafa Al-Mukhtar; Salim Heddam
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A robust and explainable deep learning model based on an LSTM-CNN framework for reliable FDOM prediction in water quality monitoring: Incorporating SHAP analysis for enhanced interpretability
errProcess Safety and Environmental Protection
IF7.8
err2025-07-16
err0
PREAI
errMeysam Alizamir; Salim Heddam; Sungwon Kim
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errSave
Development of interpretable intelligent frameworks for estimating river water turbidity
errEngineering Applications of Computational Fluid Mechanics
IF5.4
err2025-06-06
err0
errOAAI
errAmin Gharehbaghi; Salim Heddam; Saeid Mehdizadeh; Sungwon Kim
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An evolutionary optimized automated machine learning approach to soil unconfined compressive strength prediction for sustainable transportation infrastructure
errTRANSPORTATION GEOTECHNICS
IF5.5
err2025-05-01
err0
PREAI
errGoliatt, Leonardo; Marhoon, Haydar Abdulameer; Yaseen, Zaher Mundher; Heddam, Salim; Zand, Ahmed W. Al; Halder, Bijay; Tan, Mou Leong; Sa'adi, Zulfaqar; Ahmadianfar, Iman; Elsayed, Salah
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Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations
errSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
IF3.6
err2025-04-28
err0
PREAI
errDaif, Noureddine; Di Nunno, Fabio; Granata, Francesco; Difi, Salah; Kisi, Ozgur; Heddam, Salim; Kim, Sungwon; Adnan, Rana Muhammad; Zounemat-Kermani, Mohammad
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Research Directions

No research directions
Co-authors
Cooperation Journals
Ö
Özgür Kişi
H-index: 106 · Papers: 685
V
Vijay P. Singh
H-index: 103 · Papers: 1.1K
B
Binh Thai Pham
H-index: 95 · Papers: 330
Z
Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
H-index: 89 · Papers: 634
S
Shamsuddin Shahid
H-index: 88 · Papers: 632
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