Aya Abdelsalam Ismail

Author

University of Maryland, College Park ORCID

Also Known As

Aya A. Ismail, Aya Abdelsalam Ismail, Aya Ismail, Ismail, Aya, Ismail, Aya Abdelsalam

Publications

459

Citations

H-Index

Concepts

All Affiliations

University of Maryland, College Park Tanta University Al-Azhar University

About

Aya Abdelsalam Ismail is an author at University of Maryland, College Park specializing in engineering, deep learning, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	294
2	Social Sciences	2	2	30
3	Cognitive Science	2	2	30
4	Chemical Engineering	1	1	44
5	Chemistry	1	1	44

Aya Abdelsalam Ismail

Publications

439

Citations

H-Index

Page 1

	Year	Citations
A New Deep Learning-Based Methodology for Video Deepfake Detection Using XGBoost Aya Abdelsalam Ismail, Marwa Elpeltagy, Mervat S. Zaki, Sensors	2021	116
Benchmarking Deep Learning Interpretability in Time Series Predictions Aya Abdelsalam Ismail, Mohamed K. Gunady, Héctor Corrada Bravo, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningFeature ImportanceRecurrent Neural Network	2020	87
Isotherm and kinetic studies for heptachlor removal from aqueous solution using Fe/Cu nanoparticles, artificial intelligence, and regression analysis Ahmed S. Mahmoud, Aya Abdelsalam Ismail, Mohamed K. Mostafa, Separation Science and Technology Artificial IntelligenceEngineeringMetal NanoparticlesHeptachlor CompoundsChemistry	2019	44
Deepfake video detection: YOLO-Face convolution recurrent approach Aya Abdelsalam Ismail, Marwa Elpeltagy, Mervat S. Zaki, PeerJ Computer Science Convolutional Neural NetworkEngineeringMachine LearningBiometricsDeepfake Techniques	2021	34
An integrated spatiotemporal-based methodology for deepfake detection Aya Abdelsalam Ismail, Marwa Elpeltagy, Mervat S. Zaki, Neural Computing and Applications Convolutional Neural NetworkEngineeringMachine LearningBiometricsDeep Learning Models	2022	33
A Novel Smart Deepfake Video Detection System Marwa Elpeltagy, Aya Abdelsalam Ismail, Mervat S. Zaki, International Journal of Advanced Computer Science and Applications EngineeringMachine LearningAudio ModalityVideo ProcessingBiometrics	2023	32
Improving Long-Horizon Forecasts with Expectation-Biased LSTM Networks Aya Abdelsalam Ismail, Timothy Wood, Héctor Corrada Bravo arXiv (Cornell University) Intelligent ForecastingForecasting MethodologyProbabilistic ForecastingEngineeringMachine Learning	2018	23
Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural\n Networks Aya Abdelsalam Ismail, Mohamed K. Gunady, Luiz Pessoa, arXiv (Cornell University)	2019	19
Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks Aya Abdelsalam Ismail, Mohamed K. Gunady, Luiz Pessoa, arXiv (Cornell University) Structured PredictionConvolutional Neural NetworkEngineeringMachine LearningNeural Recoding	2019	16
Improving Multimodal Accuracy Through Modality Pre-training and Attention Aya Abdelsalam Ismail, Md. Mahmudul Hasan, Faisal Ishtiaq arXiv (Cornell University) EngineeringMachine LearningMultimodal LearningMultimodal Sentiment AnalysisAttention	2020	14

Page 1