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 · 784 citations

Computing, Computer Science, Forecasting +16

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

Dina Elreedy, Amir F. Atiya · Information Sciences · 2019 · 754 citations

Computing, Data Science, Data Mining +13

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 · 746 citations

Computing, Data Science, Forecasting +16

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

Amir F. Atiya · IEEE Transactions on Neural Networks · 2001 · 689 citations

Business, Finance, Risk Management +16

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

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

Computing, Computer Science, Data Science +12