| 2023 | ISCC | The Jeopardy of Learning from Over-Sampled Class-Imbalanced Medical Datasets. | Ahmad B. A. Hassanat, Ghada Awad Altarawneh, Ibraheem M. Alkhawaldeh, Yasmeen Jamal Alabdallat, Amir F. Atiya, Ahmad Abujaber, Ahmad S. Tarawneh |
| 2020 | ISDA | Learning Spherical Word Vectors for Opinion Mining and Applying on Hotel Reviews. | Sandra Rizkallah, Amir F. Atiya, Samir I. Shaheen |
| 2020 | SAC | Applying fast matrix multiplication to neural networks. | Ahmed Khaled, Amir F. Atiya, Ahmed H. Abdel-Gawad |
| 2019 | ICCS | A Novel Distribution Analysis for SMOTE Oversampling Method in Handling Class Imbalance. | Dina Elreedy, Amir F. Atiya |
| 2018 | ICONIP | Interactive Sketch Recognition Framework for Geometric Shapes. | Abdelrahman Fahmy, Wael Abdelhamid, Amir F. Atiya |
| 2015 | CICLING | Word Representations in Vector Space and their Applications for Arabic. | Mohamed A. Zahran, Ahmed Magooda, Ashraf Y. Mahgoub, Hazem M. Raafat, Mohsen A. Rashwan, Amir F. Atiya |
| 2015 | EMNLP | ASTD: Arabic Sentiment Tweets Dataset. | Mahmoud Nabil, Mohamed A. Aly, Amir F. Atiya |
| 2013 | ACL | LABR: A Large Scale Arabic Book Reviews Dataset. | Mohamed A. Aly, Amir F. Atiya |
| 2012 | ICONIP | Multiclass Penalized Likelihood Pattern Classification Algorithm. | Amira Samy Talaat, Amir F. Atiya, Sahar A. Mokhtar, Ahmed Al-Ani, Magda Bahaa Eldin Fayek |
| 2009 | ICANN | Hand-Drawn Shape Recognition Using the SVM'ed Kernel. | Khaled S. Refaat, Amir F. Atiya |
| 2009 | ICIP | Corner-based background segmentation using Adaptive Resonance Theory. | Stefano Maludrottu, Carlo S. Regazzoni, Hany Sallam, Ihab Talkhan, Amir F. Atiya |
| 2009 | IJCCI | A Modified K-Nearest Neighbor Classifier to Deal with Unbalanced Classes. | Akram AlSukker, Ahmed Al-Ani, Amir F. Atiya |
| 2008 | IJCNN | A new accurate approximation for the Gaussian process classification problem. | Ahmed H. Abdel-Gawad, Amir F. Atiya |
| 2008 | IJCNN | A new multidimensional penalized likelihood regression method. | Mostafa M. Hassan, Amir F. Atiya, Raafat El-Fouly |
| 2008 | IJCNN | A new approach for context-independent handwritten offline diagram recognition using support vector machines. | Khaled S. Refaat, Wael N. Helmy, AbdelRahman H. Ali, Mohamed S. AbdelGhany, Amir F. Atiya |
| 2007 | IJCNN | Neural Network vs. Linear Models for Stock Market Sectors Forecasting. | Ghada Abdelmouez, Sherif Hashem, Amir F. Atiya, Mohamed A. El-Gamal |
| 2007 | IJCNN | Regression in the Presence Missing Data Using Ensemble Methods. | Mostafa M. Hassan, Amir F. Atiya, Neamat El Gayar, Raafat El-Fouly |
| 2006 | ICONIP | Analysis and Insights into the Variable Selection Problem. | Amir F. Atiya |
| 2006 | ICONIP | Pattern Classification Using a Set of Compact Hyperspheres. | Amir F. Atiya, Sherif Hashem, Hatem A. Fayed |
| 2000 | IDEAL | Fast Algorithms for Computing Corporate Default Probabilities. | Amir F. Atiya |
| 1999 | ICIP | Lowering Frame-Buffering Requirements of 3-D Wavelet Transform Coding of Interactive Video. | Hosam Khalil, Amir F. Atiya, Samir I. Shaheen |
| 1999 | IJCNN | Adaptive state estimation using dynamic recurrent neural networks. | Alexander G. Parlos, Sunil K. Menon, Amir F. Atiya |
| 1999 | IJCNN | Multi-step-ahead prediction using dynamic recurrent neural networks. | Alexander G. Parlos, Omar T. Rais, Amir F. Atiya |
| 1998 | ISCC | An integrated model for intranet security using prevention and detection techniques. | Hoda Baraka, Hatem Manawy, Amir F. Atiya |
| 1998 | ISCC | Genetic application in the design of dynamic interconnection networks. | A. Sayed, Hoda Baraka, Amir F. Atiya |
| 1996 | ICIP | DCT of spatially adaptive subsampled interframes for image sequence coding. | Hosam Khalil, Amir F. Atiya, Samir I. Shaheen |