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Nelly Elsayed
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Journal Articles
- 2023
- [j2]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): 17:1-17:33 (2023) - 2020
- [j1]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): 910-939 (2020)
Conference and Workshop Papers
- 2024
- [c19]Sylvia Worlali Azumah, Victor Adewopo, Zag ElSayed, Nelly Elsayed, Murat Ozer:
A Secure Open-Source Intelligence Framework For Cyberbullying Investigation. ICAIC 2024: 1-8 - 2023
- [c18]Nelly Elsayed, Zag ElSayed, Magdy A. Bayoumi:
IoT Botnet Detection Using an Economic Deep Learning Model. AIIoT 2023: 134-142 - [c17]Nelly Elsayed, Zag ElSayed, Murat Ozer
:
Machine Learning for Early Mental Health Support and Offenders Correction. FLAIRS 2023 - [c16]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: 501-506 - 2022
- [c15]Nelly Elsayed:
Vision-Based American Sign Language Classification Approach via Deep Learning. FLAIRS 2022 - [c14]Nelly Elsayed, Zag ElSayed
, Anthony S. Maida:
LiteLSTM Architecture for Deep Recurrent Neural Networks. ISCAS 2022: 1304-1308 - [c13]Zag ElSayed, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi:
Autonomous Low Power IoT System Architecture for Cybersecurity Monitoring. WF-IoT 2022: 1-5 - [c12]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: 1-6 - [c11]Zag ElSayed, Murat Ozer, Nelly Elsayed, Hazem Said:
Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. WF-IoT 2022: 1-6 - 2021
- [c10]Cornelius Itodo, Said Varlioglu, Nelly Elsayed:
Digital Forensics and Incident Response (DFIR) Challenges in IoT Platforms. ICICT 2021: 199-203 - [c9]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: 55-58 - [c8]Zaghloul Saad Zaghloul, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi:
Green IoT System Architecture for Applied Autonomous Network Cybersecurity Monitoring. WF-IoT 2021: 628-632 - [c7]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: 836-841 - 2020
- [c6]Nelly Elsayed, Zaghloul Saad Zaghloul:
A Simple Extreme Learning Machine Model for Detecting Heart Arrhythmia in The Electrocardiography Signal. MWSCAS 2020: 513-516 - 2019
- [c5]Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi:
An Analysis of Univariate and Multivariate Electrocardiography Signal Classification. ICMLA 2019: 396-399 - [c4]Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi:
Reduced-Gate Convolutional LSTM Architecture for Next-Frame Video Prediction Using Predictive Coding. IJCNN 2019: 1-9 - [c3]Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi:
Gated Recurrent Neural Networks Empirical Utilization for Time Series Classification. iThings/GreenCom/CPSCom/SmartData 2019: 1207-1210 - 2018
- [c2]Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi:
Empirical Activation Function Effects on Unsupervised Convolutional LSTM Learning. ICTAI 2018: 336-343 - 2017
- [c1]Nelly Elsayed, Zaghloul Saad Zaghloul, Magdy A. Bayoumi:
BCI/AIS low power adaptive architecture for early prediction of epilepsy seizures. NEWCAS 2017: 173-176
Data and Artifacts
- 2023
- [d1]Victor Adewopo
, Nelly Elsayed
, Zag ElSayed
, Murat Ozer
, Constantinos L. Zekios
, Ahmed Abdelgawad
, Magdy A. Bayoumi
:
Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation. IEEE DataPort, 2023
Informal and Other Publications
- 2024
- [i35]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 abs/2401.00814 (2024) - [i34]Nelly Elsayed, Zag ElSayed, Murat Ozer:
CautionSuicide: A Deep Learning Based Approach for Detecting Suicidal Ideation in Real Time Chatbot Conversation. CoRR abs/2401.01023 (2024) - [i33]Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Constantinos L. Zekios, Ahmed Abdelgawad, Magdy A. Bayoumi:
Big Data and Deep Learning in Smart Cities: A Comprehensive Dataset for AI-Driven Traffic Accident Detection and Computer Vision Systems. CoRR abs/2401.03587 (2024) - [i32]Nelly Elsayed, Constantinos L. Zekios, Navid Asadizanjani, Zag ElSayed:
TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification. CoRR abs/2401.06970 (2024) - [i31]Zag ElSayed, Nelly Elsayed, Sajjad Bay:
A Novel Zero-Trust Machine Learning Green Architecture for Healthcare IoT Cybersecurity: Review, Analysis, and Implementation. CoRR abs/2401.07368 (2024) - [i30]Said Varlioglu, Nelly Elsayed, Eva Ruhsar Varlioglu, Murat Ozer, Zag ElSayed:
The Pulse of Fileless Cryptojacking Attacks: Malicious PowerShell Scripts. CoRR abs/2401.07995 (2024) - [i29]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 abs/2402.01649 (2024) - [i28]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 abs/2406.11867 (2024) - [i27]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 abs/2406.17793 (2024) - 2023
- [i26]Nelly Elsayed, Zag ElSayed, Anthony S. Maida:
LiteLSTM Architecture Based on Weights Sharing for Recurrent Neural Networks. CoRR abs/2301.04794 (2023) - [i25]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 abs/2302.01417 (2023) - [i24]Nelly Elsayed, Zag ElSayed, Magdy A. Bayoumi:
IoT Botnet Detection Using an Economic Deep Learning Model. CoRR abs/2302.02013 (2023) - [i23]Saleh Abunajm, Nelly Elsayed, Zag ElSayed, Murat Ozer
:
Deep Learning Approach for Early Stage Lung Cancer Detection. CoRR abs/2302.02456 (2023) - [i22]Sylvia Worlali Azumah, Nelly Elsayed, Zag ElSayed, Murat Ozer
:
Cyberbullying in Text Content Detection: An Analytical Review. CoRR abs/2303.10502 (2023) - [i21]Zag ElSayed, Murat Ozer, Nelly Elsayed:
Epilepsy Seizure Detection: Anatomy and Analysis. CoRR abs/2305.19347 (2023) - [i20]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 abs/2305.19859 (2023) - [i19]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 abs/2307.12128 (2023) - [i18]Victor Adewopo, Nelly Elsayed:
Smart City Transportation: Deep Learning Ensemble Approach for Traffic Accident Detection. CoRR abs/2310.10038 (2023) - 2022
- [i17]Nelly Elsayed, Zag ElSayed, Anthony S. Maida:
LiteLSTM Architecture for Deep Recurrent Neural Networks. CoRR abs/2201.11624 (2022) - [i16]Victor Adewopo, Bilal Gonen, Nelly Elsayed, Murat Ozer, Zaghloul Saad ElSayed:
Deep Learning Algorithm for Threat Detection in Hackers Forum (Deep Web). CoRR abs/2202.01448 (2022) - [i15]Nelly Elsayed, Zag ElSayed, Murat Ozer:
Early Stage Diabetes Prediction via Extreme Learning Machine. CoRR abs/2202.11216 (2022) - [i14]Said Varlioglu, Nelly Elsayed, Zag ElSayed, Murat Ozer:
The Dangerous Combo: Fileless Malware and Cryptojacking. CoRR abs/2203.03175 (2022) - [i13]Nelly Elsayed, Zag ElSayed, Anthony S. Maida:
Vision-Based American Sign Language Classification Approach via Deep Learning. CoRR abs/2204.04235 (2022) - [i12]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 abs/2208.09588 (2022) - [i11]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 abs/2208.12812 (2022) - [i10]Zag ElSayed, Murat Ozer
, Nelly Elsayed, Magdy A. Bayoumi:
Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. CoRR abs/2209.04427 (2022) - [i9]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 abs/2210.09403 (2022) - [i8]Victor Adewopo, Nelly Elsayed, Kelly Anderson:
Baby Physical Safety Monitoring in Smart Home Using Action Recognition System. CoRR abs/2210.12527 (2022) - 2021
- [i7]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 abs/2105.12096 (2021) - [i6]Olivia Haring, Sylvia Worlali Azumah, Nelly Elsayed:
A Review of Network Evolution Towards a Smart Connected World. CoRR abs/2105.13964 (2021) - [i5]Zaghloul Saad Zaghloul, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi:
Green IoT System Architecture for Applied Autonomous Network Cybersecurity Monitoring. CoRR abs/2106.00834 (2021) - [i4]Jahnavi Reddy, Nelly Elsayed, Zag ElSayed, Murat Ozer:
Data Breaches in Healthcare Security Systems. CoRR abs/2111.00582 (2021) - 2020
- [i3]Murat Ozer, Nelly Elsayed, Said Varlioglu, Chengcheng Li:
A Rule-Based Model for Victim Prediction. CoRR abs/2001.01391 (2020) - 2018
- [i2]Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi:
Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction. CoRR abs/1810.07251 (2018) - [i1]Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi:
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification. CoRR abs/1812.07683 (2018)
Coauthor Index
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