Mehdi Imani

Comprehensive Analysis of Random Forest and XGBoost Performance with SMOTE, ADASYN, and GNUS Under Varying Imbalance Levels

Mehdi Imani, Ali Beikmohammadi, Hamid R. Arabnia · Technologies · 2025 · 162 citations · Full text

Computing, Data Science, Data Mining +15

Hyperparameter Optimization and Combined Data Sampling Techniques in Machine Learning for Customer Churn Prediction: A Comparative Analysis

Mehdi Imani, Hamid R. Arabnia · Technologies · 2023 · 47 citations · Full text

Computing, Business Analytics, Computer Science +17

Customer Churn Prediction: A Systematic Review of Recent Advances, Trends, and Challenges in Machine Learning and Deep Learning

Mehdi Imani, Majid Joudaki, Ali Beikmohammadi et al. · Machine Learning and Knowledge Extraction · 2025 · 35 citations · Full text

Business, Business Analytics, Marketing +17

Comprehensive Analysis of Random Forest and XGBoost Performance with SMOTE, ADASYN, and GNUS Upsampling Under Varying Imbalance Levels

Mehdi Imani, Ali Beikmohammadi, Hamid R. Arabnia · Preprints.org · 2025 · 24 citations · Full text

Computing, Data Science, Data Mining +16

The Impact of SMOTE and ADASYN on Random Forest and Advanced Gradient Boosting Techniques in Telecom Customer Churn Prediction

Mehdi Imani, Zahra Ghaderpour, Majid Joudaki et al. · 2024 · 15 citations

Computing, Data Science, Decision Sciences +17