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Bemah Ibrahim
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Year
Residual geochemical gold grade prediction using extreme gradient boosting
B Ibrahim, F Majeed, A Ewusi, I Ahenkorah
Environmental Challenges 6, 100421, 2022
172022
Modelling of arsenic concentration in multiple water sources: a comparison of different machine learning methods
B Ibrahim, A Ewusi, I Ahenkorah, YY Ziggah
Groundwater for Sustainable Development 17, 100745, 2022
152022
A novel XRF-based lithological classification in the Tarkwaian paleo placer formation using SMOTE-XGBoost
B Ibrahim, I Ahenkorah, A Ewusi, F Majeed
Journal of Geochemical Exploration 245, 107147, 2023
102023
A novel artificial intelligence approach for regolith geochemical grade prediction using multivariate adaptive regression splines
F Majeed, YY Ziggah, C Kusi-Manu, B Ibrahim, I Ahenkorah
Geosystems and Geoenvironment 1 (2), 100038, 2022
102022
Predicting reservoir temperature of geothermal systems in Western Anatolia, Turkey: A focus on predictive performance and explainability of machine learning models
B Ibrahim, JO Konduah, I Ahenkorah
Geothermics 112, 102727, 2023
72023
Assessing the suitability of boosting machine-learning algorithms for classifying arsenic-contaminated waters: a novel model-explainable approach using shapley additive …
B Ibrahim, A Ewusi, I Ahenkorah
Water 14 (21), 3509, 2022
52022
Explainable risk assessment of rockbolts’ failure in underground coal mines based on categorical gradient boosting and Shapley additive explanations (SHAP)
B Ibrahim, I Ahenkorah, A Ewusi
Sustainability 14 (19), 11843, 2022
52022
A new implementation of stacked generalisation approach for modelling arsenic concentration in multiple water sources
B Ibrahim, A Ewusi, YY Ziggah, I Ahenkorah
International Journal of Environmental Science and Technology 21 (5), 5035-5052, 2024
12024
Classifying rockburst with confidence: A novel conformal prediction approach
B Ibrahim, I Ahenkorah
International Journal of Mining Science and Technology 34 (1), 51-64, 2024
12024
Predicting Reservoir Temperature of Geothermal Systems in West Anatolia, Turkey: A Focus on Predictive Performance and Explainability of Machine Learning Models
B Ibrahim, JO Konduah, I Ahenkorah
Turkey: A Focus on Predictive Performance and Explainability of Machine …, 2022
12022
A Transparent and Valid Framework for Rockburst Assessment: Unifying Interpretable Machine Learning and Conformal Prediction
B Ibrahim, A Tetteh-Asare, I Ahenkorah
Rock Mechanics and Rock Engineering, 1-15, 2024
2024
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Articles 1–11