Nelly Elsayed

Nelly Elsayed , PhD

Assistant Professor

Teachers College

150G

CECH - School of Information Technology - 0002

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

Grant: #20-144-003 / H98230-20-1-0385 Investigators:Elsayed, Nelly; ElSayed, Zaghloul; Li, Chengcheng; Michael, Rebekah 09-16-2020 -09-17-2022 University of Colorado at Colorado Springs CAE-C in Cybersecurity Education Innovation Role:Collaborator $249,998.02 Active Level:Institution of Higher Education

Grant: #CECH Diversity Investigators:Nelly Elsayed, Zag ElSayed 01-01-2022 -03-01-2023 CECH-UC An Artificial Intelligent Based System for Enhancing Women's Health in Rural and Developing Societies Role:PI Active Type:Grant

Grant: #403-22-3165 Investigators:Elsayed, Nelly; ElSayed, Zaghloul; Ozer, Mustafa 10-01-2021 -09-30-2024 Bureau of Justice Assistance Enhancing The Implementation of Core Correctional Practices through A Mobile App And A Web Platform Role:Collaborator 0.00 Hold Level:Federal

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

Sylvia Worlali Azumah, Nelly Elsayed (2021. ) Monitoring and Detecting Anomalies in a Smart Devices Using an LSTM Approach .[Abstract]3rd World Conference on Robotics And Artificial Intelligence,

Victor Adewopo, Nelly Elsayed, Kelly Anderson (2021. ) Video Annotation and Preprocessing for Action Recognition Tasks in Computer Vision .[Abstract]3rd World Conference on Robotics And Artificial Intelligence,

Victor Adewopo, Sylvia Worlali Azumah, Nelly Elsayed (2021. ) Lightweight Framework for Cyberbullying Image Detection on Social Media Platforms .[Abstract]3rd World Conference on Robotics And Artificial Intelligence,

Weibing Zheng, Izzuna Okpala, Nelly Elsayed (2021. ) A COVID-19 Data Pipeline Architecture Model Based on Internet of Things .[Abstract]CECH Diversity, Equity, and Inclusion Board, CECH Diversity Research Day,

Sylvia Worlali Azumah, Nelly Elsayed (2022. ) Lightweight Framework for Cyberbullying Image Detection on Social Media Platforms .[Abstract]CECH Diversity, Equity, and Inclusion Board, CECH Diversity Research Day,

Sylvia Worlali Azumah, Nelly Elsayed (2022. ) Building Detections for Fileless Ransomware Using Machine Learning and Binary Visualization .[Abstract]Women in Cybersecurity Conference (WiCyS),

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

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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

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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 ,

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Murat Ozer, Said Varlioglu, Bilal Gonen, Victor Adewopo, Nelly Elsayed, Selcuk Zengin (2020. ) Cloud Incident Response: Challenges and Opportunities .The 2020 International Conference on Computational Science and Computational Intelligence, ,

Zaghloul Saad Zaghloul, Nelly Elsayed (2021. ) The FPGA Hardware Implementation of the Gated Recurrent Unit Architecture .IEEE SouthEast Con 2021, ,

Nelly Elsayed, Zaghloul Saad Zaghloul, Chengcheng Li (2021. ) Arrhythmia Supraventricular Premature Beat Detection in Electrocardiography Signal Using Deep Gated Recurrent Model .IEEE SouthEast Con 2021, ,

Cornelius Itodo, Said Varlioglu, Nelly Elsayed (2021. ) Digital Forensics and Incident Response (DFIR) Challenges in IoT Platforms .2021 The 4th International Conference on Information and Computer Technologies (ICICT 2021), ,

Said Varlioglu, Hazem Said, Murat Ozer, Nelly Elsayed (2021. ) A Text Mining Approach to Define IT Research Using NSF Grants Data .The 2021 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'21), ,

Victor Adewopo, Nelly Elsayed, Bilal Gonen, Murat Ozer, Zaghloul Saad Zaghloul (2021. ) Deep Learning Algorithm for Threat Detection in Hackers Forum (Deep Web) .The 20th International Conference on Security & Management (SAM’21), ,

Zaghloul Saad Zaghloul, Nelly Elsayed, Chengcheng Li (2021. ) Green IoT System Architecture for Applied Autonomous Network Cybersecurity Monitoring .The IEEE 7th World Forum on Internet of Things (WF-IoT), ,

Sylvia Worlali Azumah, Nelly Elsayed, Victor Adewopo, Zaghloul Saad Zaghloul, Chengcheng Li (2021. ) A Deep LSTM Based Approach for Intrusion Detection IoT Devices Network in Smart Home .

Prakash Shrestha, Benjamin Mixon-Baca, Kejun Chen, Said Varlioglu, Nelly Elsayed, Yier Jin, Jedidiah Crandall, Daniela Oliveira (2021. ) Challenges and Opportunities for Practical and Effective Dynamic Information Flow Tracking .ACM Computing Surveys, ,

Olivia Haring, Sylvia Worlali Azumah, Nelly Elsayed (2021. ) A Review of Network Evolution Towards a Smart Connected World .

Olivia Haring, Sylvia Worlali Azumah, Nelly Elsayed (2021. ) A Review of Network Evolution Towards a Smart Connected World .International Journal of Computer Applications, , 183 (5 ) ,1-8

Prakash Shrestha, Benjamin Mixon-Baca, Kejun Chen, Said Varlioglu, Nelly Elsayed, Yier Jin, Jedidiah Crandall, Daniela Oliveira (2021. ) Challenges and Opportunities for Practical and Effective Dynamic Information Flow Tracking .ACM Computing Surveys (CSUR) , , 55 (1 ) ,1-33

Nelly Elsayed, Zaghloul Saad Zaghloul, Sylvia Worlali Azumah, Chengcheng Li (2021. ) Intrusion Detection System in Smart Home Network Using Bidirectional LSTM and Convolutional Neural Networks Hybrid Model .The IEEE International Symposium on Circuits and Systems (MWSCAS), ,

Said Varlioglu, Hazem Said, Murat Ozer, Nelly Elsayed (2021. ) A Text Mining Approach to Define IT Research Using NSF Grants Data .The 2021 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'21), ,

Nelly Elsayed, Zag ElSayed, Murat Ozer (2022. ) Early Stage Diabetes Prediction via Extreme Learning Machine .The IEEE Southeast Con, ,

Said Varlioglu, Nelly Elsayed, Zag ElSayed, Murat Ozer (2022. ) The Dangerous Combo: Fileless Malware and Cryptojacking .The IEEE Southeast Con., ,

Nelly Elsayed, Zag ElSayed., Anthony S. Maida (2022. ) Vision-Based American Sign Language Classification Approach via Deep Learning .The 35th Florida Artificial Intelligence Research Society Conference FLAIRS-35, ,

Nelly Elsayed, Zag ElSayed., Anthony S. Maida (2022. ) LiteLSTM Architecture for Deep Recurrent Neural Networks .The IEEE International Symposium on Circuits and Systems (ISCAS), ,

Nelly Elsayed, Zag ElSayed., Anthony S. Maida (2022. ) Vision-Based American Sign Language Classification Approach via Deep Learning.The Florida Artificial Intelligence Research Society FLAIRS-35, ,

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Other Publications

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

Honors and Awards

2019 Most Valuable Teacher (MVT), Fall 2019 Level:Department Type:Recognition

2020 Most Valuable Teacher (MVT), Spring 2020 Level:Department Type:Recognition

2018 Love of Learning Award Level:Honorary Type:Grant

2017 Ambassador of Goodwill of the City of Lafayette, Louisiana Level:Honorary

2017 Academic Excellence Level:University Type:Recognition

2018 Academic Excellence Level:University Type:Recognition

2019 Academic Excellence Level:University Type:Recognition

2020 2020 Most Valuable Teacher (MVT) Fall 2020 Recognition Department Teaching Type:Recognition

2021 Most Valuable Teacher (MVT) Status:Recipient Level:Department Type:Recognition

2021 The Golden Apple Award for Excellence in Teaching Graduate level Status:Recipient Level:College Type:Recognition

2021 Love of Learning Award Love of Learning Award by the Honor Society Phi Kappa Phi Status:Recipient Level:National Type:Recognition

2021 Faculty Incentive Award for Research and Scholarship Recognizing research contributions, journal and conference peer-reviewed publications, and professional presentations in 2020-2021. CECH, UC Status:Recipient Level:College Type:Recognition

2022 UCAADA Sarah Grant Barber Outstanding Advising Faculty For outstanding contributions to the quality of academic advising of UC students Status:Recipient Level:University Type:Recognition

2022 Most Valuable Teacher (MVT) Status:Recipient Level:Department Type:Recognition

Service

2021 The 4th International Conference on Information and Computer Technologies (Technical Program Committee ) Committee Member Type:Service to Professional Associations Level:International 2021

The 7th IEEE World Forum on the Internet of things (WFIoT2021) (Technical Program Committee ) Committee Member Type:Service to Professional Associations Level:International 2021

SoutheastCon 2021 Conference (Track Chair ) Committee Member Type:Service to Professional Associations Level:International 2021

Grace Hopper Celebration (Artificial Intelligence Committee ) Committee Member Type:Service to Professional Associations Level:International 2019

Grace Hopper Celebration (Artificial Intelligence Committee ) Committee Member Type:Service to Professional Associations Level:International 2020

Grace Hopper Celebration (Artificial Intelligence Committee Committee Member 2021 ) Committee Member Type:Service to Professional Associations Level:International 2021

IEEE WCCI 2022 (Technical Reviewing ) Reviewer Type:Service to Professional Associations Level:International 2022 -2022

International The 8th IEEE World Forum on the Internet of things (WFIoT2022) (Technical Program Committee Co-Chair ) Committee Chair Type:Service to Professional Associations 2022

Contact Information

150G TEACHERS/DYER