94 citations · 166 across the 23 of their papers we have counts for
10 papers · 1 filter
Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants
Zag ElSayed, Murat Ozer, Nelly Elsayed +1
Brain Computer Interface (BCI) has great potential for solving many brain signal analysis limitations, mental disorder resolutions, and restoring missing limb functionality via neu…
A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging
Gargi Desai, Nelly Elsayed, Zag Elsayed +1
The world is still overwhelmed by the spread of the COVID-19 virus. With over 250 Million infected cases as of November 2021 and affecting 219 countries and territories, the world…
Baby Physical Safety Monitoring in Smart Home Using Action Recognition System
Victor Adewopo, Nelly Elsayed, Kelly Anderson
Humans are able to intuitively deduce actions that took place between two states in observations via deductive reasoning. This is because the brain operates on a bidirectional comm…
Review on Action Recognition for Accident Detection in Smart City Transportation Systems
Victor Adewopo, Nelly Elsayed, Zag ElSayed +3
Action detection and public traffic safety are crucial aspects of a safe community and a better society. Monitoring traffic flows in a smart city using different surveillance camer…
Speech Emotion Recognition using Supervised Deep Recurrent System for Mental Health Monitoring
Nelly Elsayed, Zag ElSayed, Navid Asadizanjani +3
Understanding human behavior and monitoring mental health are essential to maintaining the community and society's safety. As there has been an increase in mental health problems d…
Vision-Based American Sign Language Classification Approach via Deep Learning
Nelly Elsayed, Zag ElSayed, Anthony S. Maida
Hearing-impaired is the disability of partial or total hearing loss that causes a significant problem for communication with other people in society. American Sign Language (ASL) i…
The Dangerous Combo: Fileless Malware and Cryptojacking
Said Varlioglu, Nelly Elsayed, Zag ElSayed +1
Fileless malware and cryptojacking attacks have appeared independently as the new alarming threats in 2017. After 2020, fileless attacks have been devastating for victim organizati…
Early Stage Diabetes Prediction via Extreme Learning Machine
Nelly Elsayed, Zag ElSayed, Murat Ozer
Diabetes is one of the chronic diseases that has been discovered for decades. However, several cases are diagnosed in their late stages. Every one in eleven of the world's adult po…
Deep Learning Algorithm for Threat Detection in Hackers Forum (Deep Web)
Victor Adewopo, Bilal Gonen, Nelly Elsayed +2
In our current society, the inter-connectivity of devices provides easy access for netizens to utilize cyberspace technology for illegal activities. The deep web platform is a cons…
LiteLSTM Architecture for Deep Recurrent Neural Networks
Nelly Elsayed, Zag ElSayed, Anthony S. Maida
Long short-term memory (LSTM) is a robust recurrent neural network architecture for learning spatiotemporal sequential data. However, it requires significant computational power fo…