An Experimental Study of a Self-Supervised Classifier Ensemble. - Neamat El Gayar (International Conference on Computational Intelligence, 2004)

A Study of the Robustness of KNN Classifiers Trained Using Soft Labels. - Neamat El Gayar; Friedhelm Schwenker; Günther Palm (ANNPR, 2006)

A Rough Set Approach to Multiple Classifier Systems. - Zbigniew Suraj; Neamat El Gayar; Pawel Delimata (Fundam. Informaticae, 2006)

Regression in the Presence Missing Data Using Ensemble Methods. - Mostafa M. Hassan; Amir F. Atiya; Neamat El Gayar; Raafat El-Fouly (IJCNN, 2007)

A Co-training Approach for Time Series Prediction with Missing Data. - Tawfik A. Mohamed; Neamat El Gayar; Amir F. Atiya (MCS, 2007)

Fuzzy Gaussian Process Classification Model. - Eman Ahmed; Neamat El Gayar; Amir F. Atiya; Iman A. El Azab (ICIAR, 2009)

MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction. - Waleed M. Azmy; Neamat El Gayar; Amir F. Atiya; Hisham El-Shishiny (MCS, 2009)

A new approach in content-based image retrieval using fuzzy. - Heba Aboulmagd; Neamat El Gayar; Hoda Onsi (Telecommun. Syst., 2009)

Change analysis for gait impairment quantification in smart environments. - Ahmed Salah El-Din; Mohamed ElSayed 006; Abubakr Alsebai; Neamat El Gayar; Mohamed ElHelw (AIS, 2010)

Different Regions Identification in Composite Strain-Encoded (C-SENC) Images Using Machine Learning Techniques. - Abdallah G. Motaal; Neamat El Gayar; Nael F. Osman (ANNPR, 2010)

Exploiting Neural Networks to Enhance Trend Forecasting for Hotels Reservations. - Athanasius Zakhary; Neamat El Gayar; Sanaa El-Ola. H. Ahmed (ANNPR, 2010)

Body and Visual Sensor Fusion for Motion Analysis in Ubiquitous Healthcare Systems. - Mohamed ElSayed 006; Abubakr Alsebai; Ahmed Salaheldin; Neamat El Gayar; Mohamed ElHelw (BSN, 2010)

Improved Technique to Detect the Infarction in Delayed Enhancement Image Using K-Mean Method. - Mohamed K. Metwally; Neamat El Gayar; Nael F. Osman (ICIAR (2), 2010)

Support Vector Machine ensembles using features distribution among subsets for enhancing microarray data classification. - Eman Ahmed; Neamat El Gayar; Iman A. El Azab (ISDA, 2010)

A semi-supervised learning approach for soft labeled data. - Mohamed M. El-Zahhar; Neamat Farouk El Gayar (ISDA, 2010)

Emotions analysis of speech for call classification. - Esraa Ali Hassan; Neamat El Gayar; M. Ghanem Moustafa (ISDA, 2010)

New Feature Splitting Criteria for Co-training Using Genetic Algorithm Optimization. - Ahmed Salah El-Din; Neamat El Gayar (MCS, 2010)

Investigating analysis of speech content through text classification. - Souraya Ezzat; Neamat El Gayar; M. Ghanem Moustafa (SoCPaR, 2010)

Adaptive biometric verification system using quality-based co-training. - Tarek M. Mostafa; Iman A. El Azab; Neamat Farouk El Gayar (ISSPA, 2012)

Complementary feature splits for co-training. - Ahmed Salaheldin; Neamat Farouk El Gayar (ISSPA, 2012)

Forward and Backward Forecasting Ensembles for the Estimation of Time Series Missing Data. - Tawfik A. Mohamed; Neamat El Gayar; Amir F. Atiya (ANNPR, 2014)

A Time Series Classification Approach for Motion Analysis Using Ensembles in Ubiquitous Healthcare Systems. - Rana Salaheldin; Mohamed ElHelw; Neamat El Gayar (ANNPR, 2014)

Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition. - Edmondo Trentin; Friedhelm Schwenker; Neamat El Gayar; Hazem M. Abbas (Neural Process. Lett., 2018)

Explainable Artificial Intelligence in Healthcare: Opportunities, Gaps and Challenges and a Novel Way to Look at the Problem Space. - Petra Korica; Neamat El Gayar; Wei Pang 001 (IDEAL, 2021)

A Review of Capsule Networks in Medical Image Analysis. - Heba El-Shimy; Hind Zantout; Michael A. Lones; Neamat El Gayar (ANNPR, 2022)

Are You Paying Attention? Multimodal Linear Attention Transformers for Affect Prediction in Video Conversations. - Jia Qing Poh; John See; Neamat El Gayar; Lai-Kuan Wong (MRAC@MM, 2024)

Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges. - Heba El-Shimy; Hind Zantout; Michael A. Lones; Neamat El Gayar (CoRR, 2025)