Nelly Elsayed

According to our database, Nelly Elsayed authored at least 49 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

The Pulse of Fileless Cryptojacking Attacks: Malicious PowerShell Scripts.

Said Varlioglu, Nelly Elsayed, Eva Ruhsar Varlioglu, Murat Ozer, Zag ElSayed

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

TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification.

Nelly Elsayed, Constantinos L. Zekios, Navid Asadizanjani, Zag ElSayed

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, Magdy A. Bayoumi

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

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

A Secure Open-Source Intelligence Framework For Cyberbullying Investigation.

Sylvia Worlali Azumah, Victor Adewopo, Zag ElSayed, Nelly Elsayed, Murat Ozer

Proceedings of the 3rd IEEE International Conference on AI in Cybersecurity, 2024

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

ACM Comput. Surv., 2023

Smart City Transportation: Deep Learning Ensemble Approach for Traffic Accident Detection.

Victor Adewopo, Nelly Elsayed

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

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

Epilepsy Seizure Detection: Anatomy and Analysis.

Zag ElSayed, Murat Ozer, Nelly Elsayed

CoRR, 2023

Cyberbullying in Text Content Detection: An Analytical Review.

Sylvia Worlali Azumah, 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

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

LiteLSTM Architecture Based on Weights Sharing for Recurrent Neural Networks.

Nelly Elsayed, Zag ElSayed, Anthony S. Maida

CoRR, 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

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Machine Learning for Early Mental Health Support and Offenders Correction.

Nelly Elsayed, Zag ElSayed, Murat Ozer

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

IoT Botnet Detection Using an Economic Deep Learning Model.

Nelly Elsayed, Zag ElSayed, Magdy A. Bayoumi

Proceedings of the 2023 IEEE World AI IoT Congress (AIIoT), 2023

2022

Baby Physical Safety Monitoring in Smart Home Using Action Recognition System.

Victor Adewopo, Nelly Elsayed, Kelly Anderson

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

Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants.

Zag ElSayed, Murat Ozer, Nelly Elsayed, Magdy A. Bayoumi

CoRR, 2022

Review on Action Recognition for Accident Detection in Smart City Transportation Systems.

Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Ahmed Abdelgawad, Magdy A. Bayoumi

CoRR, 2022

Vision-Based American Sign Language Classification Approach via Deep Learning.

Nelly Elsayed, Zag ElSayed, Anthony S. Maida

CoRR, 2022

The Dangerous Combo: Fileless Malware and Cryptojacking.

Said Varlioglu, Nelly Elsayed, Zag ElSayed, Murat Ozer

CoRR, 2022

Early Stage Diabetes Prediction via Extreme Learning Machine.

Nelly Elsayed, Zag ElSayed, Murat Ozer

CoRR, 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

Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants.

Zag ElSayed, Murat Ozer, Nelly Elsayed, Hazem Said

Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

Speech Emotion Recognition using Supervised Deep Recurrent System for Mental Health Monitoring.

Nelly Elsayed, Zag ElSayed, Navid Asadizanjani, Murat Ozer, Ahmed Abdelgawad, Magdy A. Bayoumi

Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

Autonomous Low Power IoT System Architecture for Cybersecurity Monitoring.

Zag ElSayed, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi

Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

LiteLSTM Architecture for Deep Recurrent Neural Networks.

Nelly Elsayed, Zag ElSayed, Anthony S. Maida

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Vision-Based American Sign Language Classification Approach via Deep Learning.

Nelly Elsayed

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021

Data Breaches in Healthcare Security Systems.

Jahnavi Reddy, Nelly Elsayed, Zag ElSayed, Murat Ozer

CoRR, 2021

A Review of Network Evolution Towards a Smart Connected World.

Olivia Haring, Sylvia Worlali Azumah, Nelly Elsayed

CoRR, 2021

Green IoT System Architecture for Applied Autonomous Network Cybersecurity Monitoring.

Zaghloul Saad Zaghloul, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi

Proceedings of the 7th IEEE World Forum on Internet of Things, 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

Proceedings of the 7th IEEE World Forum on Internet of Things, 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

Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Digital Forensics and Incident Response (DFIR) Challenges in IoT Platforms.

Cornelius Itodo, Said Varlioglu, Nelly Elsayed

Proceedings of the 4th International Conference on Information and Computer Technologies, 2021

2020

A Rule-Based Model for Victim Prediction.

Murat Ozer, Nelly Elsayed, Said Varlioglu, Chengcheng Li

CoRR, 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 Simple Extreme Learning Machine Model for Detecting Heart Arrhythmia in The Electrocardiography Signal.

Nelly Elsayed, Zaghloul Saad Zaghloul

Proceedings of the 63rd IEEE International Midwest Symposium on Circuits and Systems, 2020

2019

Gated Recurrent Neural Networks Empirical Utilization for Time Series Classification.

Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi

Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019

Reduced-Gate Convolutional LSTM Architecture for Next-Frame Video Prediction Using Predictive Coding.

Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi

Proceedings of the International Joint Conference on Neural Networks, 2019

An Analysis of Univariate and Multivariate Electrocardiography Signal Classification.

Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification.

Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi

CoRR, 2018

Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction.

Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi

CoRR, 2018

Empirical Activation Function Effects on Unsupervised Convolutional LSTM Learning.

Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017

BCI/AIS low power adaptive architecture for early prediction of epilepsy seizures.

Nelly Elsayed, Zaghloul Saad Zaghloul, Magdy A. Bayoumi

Proceedings of the 15th IEEE International New Circuits and Systems Conference, 2017