Nelly Elsayed

Nelly S Elsayed

Assistant Professor

Teachers College

CECH - School of Information Technology - 0002

150G TEACHERS/DYER

Research and Practice Interests

Applied Machine Learning and Artificial Intelligence

Research Support

Grant: #CNS-1801593 Investigators:Elsayed, Nelly; Wei, Xuetao 08-15-2018 -07-31-2021 National Science Foundation SaTC: CORE: Medium: Collaborative: REVELARE: A Hardware-Supported Dynamic Information Flow Tracking Framework for IoT Security and Forensics Role:PI $299,905.00 Active Level:Federal

Grant: #013052 Exhbit A Investigators:Elsayed, Nelly 08-01-2020 -07-31-2021 Procter & Gamble Company Video Processing Role:PI $98,571.79 Awarded Level:Industry

Publications

Published Abstracts

Nesibe Karatas, Said Varlioglu, Murat Ozer, Nelly Elsayed (2020. ) The Rise of Ransomware in Local Governments - A Case Study of 20 Victim Governments .[Abstract]The Ohio Journal of Science (OJS), 120 (1 ) ,A8Co-Author

Peer Reviewed Publications

Nelly Elsayed, Anthony S Maida, Magdy Bayoumi (2020. ) Reduced‐gate convolutional long short‐term memory using predictive coding for spatiotemporal prediction.Computational Intelligence, , 910-939

Nelly Elsayed, Anthony S Maida, Magdy Bayoumi (2019. ) An Analysis of Univariate and Multivariate Electrocardiography Signal Classification .2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA), , 396-399

Nelly Elsayed, Zaghloul Saad Zaghloul, Chengcheng Li (2020. ) A Gated Recurrent Deep Model for Supraventricular Premature Beat Detection in Electrocardiography Signal .IEEE SoutheastCon 2020, ,

Nelly Elsayed, Anthony S Maida, Magdy Bayoumi (2019. ) Sensor Sequential Data-Stream Classification Using Deep Gated Hybrid Architecture .2019 IEEE Green Technologies Conference (GreenTech), , 1-4

Nelly Elsayed, Anthony S Maida, Magdy Bayoumi (2019. ) A Review of Quantum Computer Energy Efficiency .2019 IEEE Green Technologies Conference (GreenTech), , (1-3 ) ,

Nelly Elsayed, Anthony S Maida, Magdy Bayoumi (2019. ) Reduced-Gate Convolutional LSTM Architecture for Next-Frame Video Prediction Using Predictive Coding .019 International Joint Conference on Neural Networks (IJCNN), , 1-9

Nelly Elsayed, Anthony S Maida, Magdy Bayoumi (2019. ) Effects of Different Activation Functions for Unsupervised Convolutional LSTM Spatiotemporal Learning .Advances in Science, Technology and Engineering Systems Journal, , 4 ,260-269

Nelly Elsayed, Anthony S Maida, Magdy Bayoumi (2019. ) Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification . International Journal of Advanced Computer Science and Applications (IJACSA), , 10 (5 ) ,

Nelly Elsayed, Anthony S Maida, Magdy Bayoumi (2018. ) Empirical Activation Function Effects on Unsupervised Convolutional LSTM Learning .2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI), , 336-343

Nelly Elsayed, Zaghloul Saad Zaghloul, Magdy Bayoumi (2017. ) Brain Computer Interface: EEG Signal Preprocessing Issues and Solution .International Journal of Computer Applications, , 169 (3 ) ,12-16

Zaghloul Saad Zaghloul, Nelly Elsayed, Magdy Bayoumi (2017. ) Early Prediction of Epilepsy Seizures System based on Artificial Immune BCI System .International Journal of Computer Applications, , 169 (9 ) ,35-43

Zaghloul Saad Zaghloul, Nelly Elsayed, Magdy Bayoumi (2017. ) BCI/AIS low power adaptive architecture for early prediction of epilepsy seizures .2017 15th IEEE International New Circuits and Systems Conference (NEWCAS), , 173-176

Yasser Hassan, Ahmed Younes, Nelly Elsayed (2013. ) Artificial Immune System and Soft Computing .IRACST - International Journal of Computer Science and Information Technology & Security (IJCSITS), , 3 (3 ) ,

Nelly Elsayed, Zaghloul Saad Zaghloul (2020. ) A Simple Extreme Learning Machine Model for Detecting Heart Arrhythmia in The Electrocardiography Signal.2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS), , 513-516

Murat Ozer, Nelly Elsayed, Said Varlioglu, Chengcheng Li, Niyazi Ekici (2020. ) A rule-based model for victim prediction.International Journal of Law, Crime and Justice, , 63 ,

Other Publications

Nelly Elsayed (2019. ) Gated Convolutional Recurrent Neural Networks for Predictive Coding .University of Louisiana at Lafayette,

Contact Information

150G TEACHERS/DYER