Amir F. Atiya

An Empirical Comparison of Machine Learning Models for Time Series Forecasting

Nesreen K. Ahmed, Amir F. Atiya, Neamat El Gayar et al. · Econometric Reviews · 2010 · 766 citations

Intelligent Forecasting, Empirical Comparison, Forecasting Methodology +15

Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals

Abbas Khosravi, Saeid Nahavandi, Doug Creighton et al. · IEEE Transactions on Neural Networks · 2010 · 718 citations

Mathematical Programming, Engineering, Machine Learning +20

A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance

Dina Elreedy, Amir F. Atiya · Information Sciences · 2019 · 695 citations

Engineering, Data Science, Class Imbalance +2

Bankruptcy prediction for credit risk using neural networks: A survey and new results

Amir F. Atiya · IEEE Transactions on Neural Networks · 2001 · 684 citations

Engineering, Machine Learning, Bankruptcy Prediction +19

Learning with kernels : Support vector machines, regularization, optimization, and beyond

Amir F. Atiya · IEEE Transactions on Neural Networks · 2005 · 630 citations

Support Vector Machine, Engineering, Machine Learning +8