Neamat El Gayar

30 papers B 1C 4Journal 4Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges. CoRR Heba El-Shimy, Hind Zantout, Michael A. Lones, Neamat El Gayar
2024	—	`conf`	Are You Paying Attention? Multimodal Linear Attention Transformers for Affect Prediction in Video Conversations. MRAC@MM Jia Qing Poh, John See, Neamat El Gayar, Lai-Kuan Wong
2024	—	`conf`	Enhancing Myoelectric Prosthetic Control: Deep Learning Strategies for Continuous Arm Kinematics Estimation and Cross-Subject Model Transferability from EMG Data. EMBC Hend ElMohandes, Neamat El Gayar, Nick K. Taylor, Adrian Turcanu, Dmitry Amelin, Roman Ruff
2023	—	`ed.`	Artificial Neural Networks in Pattern Recognition - 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings ANNPR Neamat El Gayar, Edmondo Trentin, Mirco Ravanelli, Hazem Abbas
2022	—	`conf`	A Review of Capsule Networks in Medical Image Analysis. ANNPR Heba El-Shimy, Hind Zantout, Michael A. Lones, Neamat El Gayar
2021	C	`conf`	Explainable Artificial Intelligence in Healthcare: Opportunities, Gaps and Challenges and a Novel Way to Look at the Problem Space. IDEAL Petra Korica, Neamat El Gayar, Wei Pang
2018	J	`jnl`	Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition. Neural Process. Lett. Edmondo Trentin, Friedhelm Schwenker, Neamat El Gayar, Hazem M. Abbas
2016	—	`ed.`	Artificial Neural Networks in Pattern Recognition - 7th IAPR TC3 Workshop, ANNPR 2016, Ulm, Germany, September 28-30, 2016, Proceedings ANNPR Friedhelm Schwenker, Hazem M. Abbas, Neamat El Gayar, Edmondo Trentin
2014	—	`conf`	A Time Series Classification Approach for Motion Analysis Using Ensembles in Ubiquitous Healthcare Systems. ANNPR Rana Salaheldin, Mohamed ElHelw, Neamat El Gayar
2014	—	`ed.`	Artificial Neural Networks in Pattern Recognition - 6th IAPR TC 3 International Workshop, ANNPR 2014, Montreal, QC, Canada, October 6-8, 2014. Proceedings ANNPR Neamat El Gayar, Friedhelm Schwenker, Cheng Suen
2014	—	`conf`	Forward and Backward Forecasting Ensembles for the Estimation of Time Series Missing Data. ANNPR Tawfik A. Mohamed, Neamat El Gayar, Amir F. Atiya
2010	—	`ed.`	Artificial Neural Networks in Pattern Recognition, 4th IAPR TC3 Workshop, ANNPR 2010, Cairo, Egypt, April 11-13, 2010. Proceedings ANNPR Friedhelm Schwenker, Neamat El Gayar
2010	C	`conf`	Body and Visual Sensor Fusion for Motion Analysis in Ubiquitous Healthcare Systems. BSN Mohamed ElSayed, Abubakr Alsebai, Ahmed Salaheldin, Neamat El Gayar, Mohamed ElHelw
2010	—	`conf`	Change analysis for gait impairment quantification in smart environments. AIS Ahmed Salah El-Din, Mohamed ElSayed, Abubakr Alsebai, Neamat El Gayar, Mohamed ElHelw
2010	—	`conf`	Different Regions Identification in Composite Strain-Encoded (C-SENC) Images Using Machine Learning Techniques. ANNPR Abdallah G. Motaal, Neamat El Gayar, Nael F. Osman
2010	C	`conf`	Emotions analysis of speech for call classification. ISDA Esraa Ali Hassan, Neamat El Gayar, M. Ghanem Moustafa
2010	—	`conf`	Exploiting Neural Networks to Enhance Trend Forecasting for Hotels Reservations. ANNPR Athanasius Zakhary, Neamat El Gayar, Sanaa El-Ola. H. Ahmed
2010	—	`conf`	Improved Technique to Detect the Infarction in Delayed Enhancement Image Using K-Mean Method. ICIAR (2) Mohamed K. Metwally, Neamat El Gayar, Nael F. Osman
2010	—	`conf`	Investigating analysis of speech content through text classification. SoCPaR Souraya Ezzat, Neamat El Gayar, M. Ghanem Moustafa
2010	—	`ed.`	Multiple Classifier Systems, 9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010. Proceedings MCS Neamat El Gayar, Josef Kittler, Fabio Roli
2010	—	`conf`	New Feature Splitting Criteria for Co-training Using Genetic Algorithm Optimization. MCS Ahmed Salah El-Din, Neamat El Gayar
2010	C	`conf`	Support Vector Machine ensembles using features distribution among subsets for enhancing microarray data classification. ISDA Eman Ahmed, Neamat El Gayar, Iman A. El Azab
2009	J	`jnl`	A new approach in content-based image retrieval using fuzzy. Telecommun. Syst. Heba Aboulmagd, Neamat El Gayar, Hoda Onsi
2009	—	`conf`	Fuzzy Gaussian Process Classification Model. ICIAR Eman Ahmed, Neamat El Gayar, Amir F. Atiya, Iman A. El Azab
2009	—	`conf`	MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction. MCS Waleed M. Azmy, Neamat El Gayar, Amir F. Atiya, Hisham El-Shishiny
2007	—	`conf`	A Co-training Approach for Time Series Prediction with Missing Data. MCS Tawfik A. Mohamed, Neamat El Gayar, Amir F. Atiya
2007	B	`conf`	Regression in the Presence Missing Data Using Ensemble Methods. IJCNN Mostafa M. Hassan, Amir F. Atiya, Neamat El Gayar, Raafat El-Fouly
2006	J	`jnl`	A Rough Set Approach to Multiple Classifier Systems. Fundam. Informaticae Zbigniew Suraj, Neamat El Gayar, Pawel Delimata
2006	—	`conf`	A Study of the Robustness of KNN Classifiers Trained Using Soft Labels. ANNPR Neamat El Gayar, Friedhelm Schwenker, Günther Palm
2004	—	`conf`	An Experimental Study of a Self-Supervised Classifier Ensemble. International Conference on Computational Intelligence Neamat El Gayar