BCI/AIS low power adaptive architecture for early prediction of epilepsy seizures. - Nelly Elsayed; Zaghloul Saad Zaghloul; Magdy A. Bayoumi (NEWCAS, 2017)

Empirical Activation Function Effects on Unsupervised Convolutional LSTM Learning. - Nelly Elsayed; Anthony S. Maida; Magdy A. Bayoumi (ICTAI, 2018)

Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction. - Nelly Elsayed; Anthony S. Maida; Magdy A. Bayoumi (CoRR, 2018)

Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification. - Nelly Elsayed; Anthony S. Maida; Magdy A. Bayoumi (CoRR, 2018)

An Analysis of Univariate and Multivariate Electrocardiography Signal Classification. - Nelly Elsayed; Anthony S. Maida; Magdy A. Bayoumi (ICMLA, 2019)

Reduced-Gate Convolutional LSTM Architecture for Next-Frame Video Prediction Using Predictive Coding. - Nelly Elsayed; Anthony S. Maida; Magdy A. Bayoumi (IJCNN, 2019)

Gated Recurrent Neural Networks Empirical Utilization for Time Series Classification. - Nelly Elsayed; Anthony S. Maida; Magdy A. Bayoumi (iThings/GreenCom/CPSCom/SmartData, 2019)

A Simple Extreme Learning Machine Model for Detecting Heart Arrhythmia in The Electrocardiography Signal. - Nelly Elsayed; Zaghloul Saad Zaghloul (MWSCAS, 2020)

Reduced-gate convolutional long short-term memory using predictive coding for spatiotemporal prediction. - Nelly Elsayed; Anthony S. Maida; Magdy A. Bayoumi (Comput. Intell., 2020)

A Rule-Based Model for Victim Prediction. - Murat Ozer; Nelly Elsayed; Said Varlioglu; Chengcheng Li (CoRR, 2020)

Digital Forensics and Incident Response (DFIR) Challenges in IoT Platforms. - Cornelius Itodo; Said Varlioglu; Nelly Elsayed (ICICT, 2021)

Intrusion Detection System in Smart Home Network Using Bidirectional LSTM and Convolutional Neural Networks Hybrid Model. - Nelly Elsayed; Zaghloul Saad Zaghloul; Sylvia Worlali Azumah; Chengcheng Li (MWSCAS, 2021)

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

Green IoT System Architecture for Applied Autonomous Network Cybersecurity Monitoring. - Zaghloul Saad Zaghloul; Nelly Elsayed; Chengcheng Li; Magdy A. Bayoumi (WF-IoT, 2021)

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

Data Breaches in Healthcare Security Systems. - Jahnavi Reddy; Nelly Elsayed; Zag ElSayed; Murat Ozer (CoRR, 2021)

Vision-Based American Sign Language Classification Approach via Deep Learning. - Nelly Elsayed (FLAIRS, 2022)

LiteLSTM Architecture for Deep Recurrent Neural Networks. - Nelly Elsayed; Zag ElSayed; Anthony S. Maida (ISCAS, 2022)

Autonomous Low Power IoT System Architecture for Cybersecurity Monitoring. - Zag ElSayed; Nelly Elsayed; Chengcheng Li; Magdy A. Bayoumi (WF-IoT, 2022)

Speech Emotion Recognition using Supervised Deep Recurrent System for Mental Health Monitoring. - Nelly Elsayed; Zag ElSayed; Navid Asadizanjani; Murat Ozer; Ahmed Abdelgawad 001; Magdy A. Bayoumi (WF-IoT, 2022)

Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. - Zag ElSayed; Murat Ozer; Nelly Elsayed; Hazem Said (WF-IoT, 2022)

Deep Learning Algorithm for Threat Detection in Hackers Forum (Deep Web). - Victor Adewopo; Bilal Gonen; Nelly Elsayed; Murat Ozer; Zaghloul Saad ElSayed (CoRR, 2022)

Early Stage Diabetes Prediction via Extreme Learning Machine. - Nelly Elsayed; Zag ElSayed; Murat Ozer (CoRR, 2022)

The Dangerous Combo: Fileless Malware and Cryptojacking. - Said Varlioglu; Nelly Elsayed; Zag ElSayed; Murat Ozer (CoRR, 2022)

Vision-Based American Sign Language Classification Approach via Deep Learning. - Nelly Elsayed; Zag ElSayed; Anthony S. Maida (CoRR, 2022)

Review on Action Recognition for Accident Detection in Smart City Transportation Systems. - Victor Adewopo; Nelly Elsayed; Zag ElSayed; Murat Ozer; Ahmed Abdelgawad 001; Magdy A. Bayoumi (CoRR, 2022)

Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. - Zag ElSayed; Murat Ozer; Nelly Elsayed; Magdy A. Bayoumi (CoRR, 2022)

A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging. - Gargi Desai; Nelly Elsayed; Zag ElSayed; Murat Ozer (CoRR, 2022)

Baby Physical Safety Monitoring in Smart Home Using Action Recognition System. - Victor Adewopo; Nelly Elsayed; Kelly Anderson (CoRR, 2022)

IoT Botnet Detection Using an Economic Deep Learning Model. - Nelly Elsayed; Zag ElSayed; Magdy A. Bayoumi (AIIoT, 2023)

Machine Learning for Early Mental Health Support and Offenders Correction. - Nelly Elsayed; Zag ElSayed; Murat Ozer (FLAIRS, 2023)

AI on the Road: A Comprehensive Analysis of Traffic Accidents and Autonomous Accident Detection System in Smart Cities. - Victor Adewopo; Nelly Elsayed; Zag ElSayed; Murat Ozer; Victoria Wangia-Anderson; Ahmed Abdelgawad 001 (ICTAI, 2023)

LiteLSTM Architecture Based on Weights Sharing for Recurrent Neural Networks. - Nelly Elsayed; Zag ElSayed; Anthony S. Maida (CoRR, 2023)

A Convolutional-based Model for Early Prediction of Alzheimer's based on the Dementia Stage in the MRI Brain Images. - Shrish Pellakur; Nelly Elsayed; Zag ElSayed; Murat Ozer (CoRR, 2023)

Deep Learning Approach for Early Stage Lung Cancer Detection. - Saleh Abunajm; Nelly Elsayed; Zag ElSayed; Murat Ozer (CoRR, 2023)

Cyberbullying in Text Content Detection: An Analytical Review. - Sylvia Worlali Azumah; Nelly Elsayed; Zag ElSayed; Murat Ozer (CoRR, 2023)

Epilepsy Seizure Detection: Anatomy and Analysis. - Zag ElSayed; Murat Ozer; Nelly Elsayed (CoRR, 2023)

Exploring the Journey to Drug Overdose: Applying the Journey to Crime Framework to Drug Sales Locations and Overdose Death Locations. - Murat Ozer; Ismail Onat; Halil Akbas; Nelly Elsayed; Zag ElSayed; Said Varlioglu (CoRR, 2023)

AI on the Road: A Comprehensive Analysis of Traffic Accidents and Accident Detection System in Smart Cities. - Victor Adewopo; Nelly Elsayed; Zag ElSayed; Murat Ozer; Victoria Wangia-Anderson; Ahmed Abdelgawad 001 (CoRR, 2023)

Challenges and Opportunities for Practical and Effective Dynamic Information Flow Tracking. - Christopher Brant; Prakash Shrestha; Benjamin Mixon-Baca; Kejun Chen; Said Varlioglu; Nelly Elsayed; Yier Jin; Jedidiah R. Crandall; Daniela Oliveira 001 (ACM Comput. Surv., 2023)

Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation. - Victor Adewopo; Nelly Elsayed; Zag ElSayed; Murat Ozer; Constantinos L. Zekios; Ahmed Abdelgawad 001; Magdy A. Bayoumi (IEEE DataPort, 2023)

Deep Learning Approaches for Detecting Adversarial Cyberbullying and Hate Speech in Social Networks. - Sylvia Worlali Azumah; Nelly Elsayed; Zag ElSayed; Murat Ozer; Amanda La Guardia (AIBThings, 2024)

TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification. - Nelly Elsayed; Constantinos L. Zekios; Navid Asadizanjani; Zag ElSayed (FLAIRS, 2024)

Adapted Contrastive Predictive Coding Framework for Accessible Smart Home Control System Based on Hand Gestures Recognition. - Nelly Elsayed; Constantinos L. Zekios; Navid Asadizanjani; Zag ElSayed (FLAIRS, 2024)

A Secure Open-Source Intelligence Framework For Cyberbullying Investigation. - Sylvia Worlali Azumah; Victor Adewopo; Zag ElSayed; Nelly Elsayed; Murat Ozer (ICAIC, 2024)

Smart City Transportation: Deep Learning Ensemble Approach for Traffic Accident Detection. - Victor A. Adewopo; Nelly Elsayed (IEEE Access, 2024)

Agricultural 4.0 Leveraging on Technological Solutions: Study for Smart Farming Sector. - Emmanuel Kojo Gyamfi; Zag ElSayed; Jess Kropczynski; Mustapha Awinsongya Yakubu; Nelly Elsayed (CoRR, 2024)

CautionSuicide: A Deep Learning Based Approach for Detecting Suicidal Ideation in Real Time Chatbot Conversation. - Nelly Elsayed; Zag ElSayed; Murat Ozer (CoRR, 2024)

Big Data and Deep Learning in Smart Cities: A Comprehensive Dataset for AI-Driven Traffic Accident Detection and Computer Vision Systems. - Victor Adewopo; Nelly Elsayed; Zag ElSayed; Murat Ozer; Constantinos L. Zekios; Ahmed Abdelgawad 001; Magdy A. Bayoumi (CoRR, 2024)

A Novel Zero-Trust Machine Learning Green Architecture for Healthcare IoT Cybersecurity: Review, Analysis, and Implementation. - Zag ElSayed; Nelly Elsayed; Sajjad Bay (CoRR, 2024)

The Pulse of Fileless Cryptojacking Attacks: Malicious PowerShell Scripts. - Said Varlioglu; Nelly Elsayed; Eva Ruhsar Varlioglu; Murat Ozer; Zag ElSayed (CoRR, 2024)

A Comprehensive Analytical Review on Cybercrime in West Africa. - Victor Adewopo; Sylvia Worlali Azumah; Mustapha Awinsongya Yakubu; Emmanuel Kojo Gyamfi; Murat Ozer; Nelly Elsayed (CoRR, 2024)

Not as Simple as It Looked: Are We Concluding for Biased Arrest Practices? - Murat Ozer; Halil Akbas; Ismail Onat; Mehmet F. Bastug; Arif Akgul; Nelly Elsayed; Zag ElSayed; Multu Koseli; Niyazi Ekici (CoRR, 2024)

Can Large Language Models Act as Symbolic Reasoners? - Rob Sullivan; Nelly Elsayed (CoRR, 2024)

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by Cryptojacking prevention Models. - Zag ElSayed; Nelly Elsayed; Ahmed Abdelgawad 001 (FLAIRS, 2025)

DoS and DDoS Attack Detection in IoT Infrastructure using Xception Model with Explainability. - Nelly Elsayed; Zag ElSayed; Ahmed Abdelgawad 001 (FLAIRS, 2025)

A Review on the Security Vulnerabilities of the IoMT against Malware Attacks and DDoS. - Lily Dzamesi; Nelly Elsayed (CoRR, 2025)

Cybersecurity and Frequent Cyber Attacks on IoT Devices in Healthcare: Issues and Solutions. - Zag ElSayed; Ahmed Abdelgawad 001; Nelly Elsayed (CoRR, 2025)

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models. - Zag ElSayed; Ahmed Abdelgawad 001; Nelly Elsayed (CoRR, 2025)

Carbon Per Transistor (CPT): The Golden Formula for Green Computing Metrics. - Zag ElSayed; Nelly Elsayed; Ahmed Abdelgawad 001 (CoRR, 2025)

A Comparative Study of Machine Learning Algorithms for Stock Price Prediction Using Insider Trading Data. - Amitabh Chakravorty; Nelly Elsayed (CoRR, 2025)

Extreme Learning Machine Based System for DDoS Attacks Detections on IoMT Devices. - Nelly Elsayed; Lily Dzamesi; Zag ElSayed; Murat Ozer (CoRR, 2025)

Pre-trained Under Noise: A Framework for Robust Bone Fracture Detection in Medical Imaging. - Robby Hoover; Nelly Elsayed; Zag ElSayed; Chengcheng Li (CoRR, 2025)