Nelly Elsayed

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 57

Top Topics

Predictive Coding

Comprehensive Analysis

Recurrent Neural Networks

Top Venues

Publications

Sylvia Worlali Azumah, Nelly Elsayed, Zag ElSayed, Murat Ozer, Amanda La Guardia
Deep Learning Approaches for Detecting Adversarial Cyberbullying and Hate Speech in Social Networks. CoRR (2024)
Sylvia Worlali Azumah, Victor Adewopo, Zag ElSayed, Nelly Elsayed, Murat Ozer
A Secure Open-Source Intelligence Framework For Cyberbullying Investigation. ICAIC (2024)
Zag ElSayed, Nelly Elsayed, Sajjad Bay
A Novel Zero-Trust Machine Learning Green Architecture for Healthcare IoT Cybersecurity: Review, Analysis, and Implementation. CoRR (2024)
Nelly Elsayed, Zag ElSayed, Murat Ozer
CautionSuicide: A Deep Learning Based Approach for Detecting Suicidal Ideation in Real Time Chatbot Conversation. CoRR (2024)
Victor Adewopo, Sylvia Worlali Azumah, Mustapha Awinsongya Yakubu, Emmanuel Kojo Gyamfi, Murat Ozer, Nelly Elsayed
A Comprehensive Analytical Review on Cybercrime in West Africa. CoRR (2024)
Nelly Elsayed, Constantinos L. Zekios, Navid Asadizanjani, Zag ElSayed
TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification. CoRR (2024)
Murat Ozer, Halil Akbas, Ismail Onat, Mehmet F. Bastug, Arif Akgul, Nelly Elsayed, Zag ElSayed, Multu Koseli, Niyazi Ekici
Not as Simple as It Looked: Are We Concluding for Biased Arrest Practices? CoRR (2024)
Said Varlioglu, Nelly Elsayed, Eva Ruhsar Varlioglu, Murat Ozer, Zag ElSayed
The Pulse of Fileless Cryptojacking Attacks: Malicious PowerShell Scripts. CoRR (2024)
Nelly Elsayed, Constantinos L. Zekios, Navid Asadizanjani, Zag ElSayed
Adapted Contrastive Predictive Coding Framework for Accessible Smart Home Control System Based on Hand Gestures Recognition. FLAIRS (2024)
Emmanuel Kojo Gyamfi, Zag ElSayed, Jess Kropczynski, Mustapha Awinsongya Yakubu, Nelly Elsayed
Agricultural 4.0 Leveraging on Technological Solutions: Study for Smart Farming Sector. CoRR (2024)
Nelly Elsayed, Constantinos L. Zekios, Navid Asadizanjani, Zag ElSayed
TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification. FLAIRS (2024)
Shrish Pellakur, Nelly Elsayed, Zag ElSayed, Murat Ozer
A Convolutional-based Model for Early Prediction of Alzheimer's based on the Dementia Stage in the MRI Brain Images. CoRR (2023)
Saleh Abunajm, Nelly Elsayed, Zag ElSayed, Murat Ozer
Deep Learning Approach for Early Stage Lung Cancer Detection. CoRR (2023)
Murat Ozer, Ismail Onat, Halil Akbas, Nelly Elsayed, Zag ElSayed, Said Varlioglu
Exploring the Journey to Drug Overdose: Applying the Journey to Crime Framework to Drug Sales Locations and Overdose Death Locations. CoRR (2023)
Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Victoria Wangia-Anderson, Ahmed Abdelgawad
AI on the Road: A Comprehensive Analysis of Traffic Accidents and Autonomous Accident Detection System in Smart Cities. ICTAI (2023)
Nelly Elsayed, Zag ElSayed, Magdy A. Bayoumi
IoT Botnet Detection Using an Economic Deep Learning Model. CoRR (2023)
Sylvia Worlali Azumah, Nelly Elsayed, Zag ElSayed, Murat Ozer
Cyberbullying in Text Content Detection: An Analytical Review. CoRR (2023)
Nelly Elsayed, Zag ElSayed, Anthony S. Maida
LiteLSTM Architecture Based on Weights Sharing for Recurrent Neural Networks. CoRR (2023)
Zag ElSayed, Murat Ozer, Nelly Elsayed
Epilepsy Seizure Detection: Anatomy and Analysis. CoRR (2023)
Victor Adewopo, Nelly Elsayed
Smart City Transportation: Deep Learning Ensemble Approach for Traffic Accident Detection. CoRR (2023)
Nelly Elsayed, Zag ElSayed, Magdy A. Bayoumi
IoT Botnet Detection Using an Economic Deep Learning Model. AIIoT (2023)
Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Victoria Wangia-Anderson, Ahmed Abdelgawad
AI on the Road: A Comprehensive Analysis of Traffic Accidents and Accident Detection System in Smart Cities. CoRR (2023)
Nelly Elsayed, Zag ElSayed, Murat Ozer
Machine Learning for Early Mental Health Support and Offenders Correction. FLAIRS (2023)
Christopher Brant, Prakash Shrestha, Benjamin Mixon-Baca, Kejun Chen, Said Varlioglu, Nelly Elsayed, Yier Jin, Jedidiah R. Crandall, Daniela Oliveira
Challenges and Opportunities for Practical and Effective Dynamic Information Flow Tracking. ACM Comput. Surv. 55 (2) (2023)
Gargi Desai, Nelly Elsayed, Zag ElSayed, Murat Ozer
A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging. CoRR (2022)
Nelly Elsayed, Zag ElSayed, Anthony S. Maida
LiteLSTM Architecture for Deep Recurrent Neural Networks. ISCAS (2022)
Victor Adewopo, Bilal Gonen, Nelly Elsayed, Murat Ozer, Zaghloul Saad Elsayed
Deep Learning Algorithm for Threat Detection in Hackers Forum (Deep Web). CoRR (2022)
Nelly Elsayed
Vision-Based American Sign Language Classification Approach via Deep Learning. FLAIRS (2022)
Nelly Elsayed, Zag ElSayed, Navid Asadizanjani, Murat Ozer, Ahmed Abdelgawad, Magdy A. Bayoumi
Speech Emotion Recognition using Supervised Deep Recurrent System for Mental Health Monitoring. CoRR (2022)
Nelly Elsayed, Zag ElSayed, Navid Asadizanjani, Murat Ozer, Ahmed Abdelgawad, Magdy A. Bayoumi
Speech Emotion Recognition using Supervised Deep Recurrent System for Mental Health Monitoring. WF-IoT (2022)
Said Varlioglu, Nelly Elsayed, Zag ElSayed, Murat Ozer
The Dangerous Combo: Fileless Malware and Cryptojacking. CoRR (2022)
Zag ElSayed, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi
Autonomous Low Power IoT System Architecture for Cybersecurity Monitoring. WF-IoT (2022)
Nelly Elsayed, Zag ElSayed, Murat Ozer
Early Stage Diabetes Prediction via Extreme Learning Machine. CoRR (2022)
Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Ahmed Abdelgawad, Magdy A. Bayoumi
Review on Action Recognition for Accident Detection in Smart City Transportation Systems. CoRR (2022)
Nelly Elsayed, Zag ElSayed, Anthony S. Maida
Vision-Based American Sign Language Classification Approach via Deep Learning. CoRR (2022)
Nelly Elsayed, Zag ElSayed, Anthony S. Maida
LiteLSTM Architecture for Deep Recurrent Neural Networks. CoRR (2022)
Zaghloul Saad Elsayed, Murat Ozer, Nelly Elsayed, Hazem Said
Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. WF-IoT (2022)
Zag ElSayed, Murat Ozer, Nelly Elsayed, Magdy A. Bayoumi
Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. CoRR (2022)
Victor Adewopo, Nelly Elsayed, Kelly Anderson
Baby Physical Safety Monitoring in Smart Home Using Action Recognition System. CoRR (2022)
Zaghloul Saad Zaghloul, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi
Green IoT System Architecture for Applied Autonomous Network Cybersecurity Monitoring. CoRR (2021)
Nelly Elsayed, Zaghloul Saad Zaghloul, Sylvia Worlali Azumah, Chengcheng Li
Intrusion Detection System in Smart Home Network Using Bidirectional LSTM and Convolutional Neural Networks Hybrid Model. CoRR (2021)
Jahnavi Reddy, Nelly Elsayed, Zag ElSayed, Murat Ozer
Data Breaches in Healthcare Security Systems. CoRR (2021)
Sylvia Worlali Azumah, Nelly Elsayed, Victor Adewopo, Zaghloul Saad Zaghloul, Chengcheng Li
A Deep LSTM based Approach for Intrusion Detection IoT Devices Network in Smart Home. WF-IoT (2021)
Olivia Haring, Sylvia Worlali Azumah, Nelly Elsayed
A Review of Network Evolution Towards a Smart Connected World. CoRR (2021)
Zaghloul Saad Zaghloul, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi
Green IoT System Architecture for Applied Autonomous Network Cybersecurity Monitoring. WF-IoT (2021)
Nelly Elsayed, Zaghloul Saad Zaghloul, Sylvia Worlali Azumah, Chengcheng Li
Intrusion Detection System in Smart Home Network Using Bidirectional LSTM and Convolutional Neural Networks Hybrid Model. MWSCAS (2021)
Cornelius Itodo, Said Varlioglu, Nelly Elsayed
Digital Forensics and Incident Response (DFIR) Challenges in IoT Platforms. ICICT (2021)
Murat Ozer, Nelly Elsayed, Said Varlioglu, Chengcheng Li
A Rule-Based Model for Victim Prediction. CoRR (2020)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
Reduced-gate convolutional long short-term memory using predictive coding for spatiotemporal prediction. Comput. Intell. 36 (3) (2020)
Nelly Elsayed, Zaghloul Saad Zaghloul
A Simple Extreme Learning Machine Model for Detecting Heart Arrhythmia in The Electrocardiography Signal. MWSCAS (2020)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
Gated Recurrent Neural Networks Empirical Utilization for Time Series Classification. iThings/GreenCom/CPSCom/SmartData (2019)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
An Analysis of Univariate and Multivariate Electrocardiography Signal Classification. ICMLA (2019)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
Reduced-Gate Convolutional LSTM Architecture for Next-Frame Video Prediction Using Predictive Coding. IJCNN (2019)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification. CoRR (2018)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction. CoRR (2018)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
Empirical Activation Function Effects on Unsupervised Convolutional LSTM Learning. ICTAI (2018)
Nelly Elsayed, Zaghloul Saad Zaghloul, Magdy A. Bayoumi
BCI/AIS low power adaptive architecture for early prediction of epilepsy seizures. NEWCAS (2017)