Search Results for author: Murat Ozer

Found 13 papers, 0 papers with code

Big Data and Deep Learning in Smart Cities: A Comprehensive Dataset for AI-Driven Traffic Accident Detection and Computer Vision Systems

no code implementations7 Jan 2024 Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Constantinos Zekios, Ahmed Abdelgawad, Magdy Bayoumi

This research aims to bridge existing research gaps by introducing benchmark datasets that leverage state-of-the-art algorithms tailored for traffic accident detection in smart cities.

Action Recognition Pose Estimation +1

CautionSuicide: A Deep Learning Based Approach for Detecting Suicidal Ideation in Real Time Chatbot Conversation

no code implementations2 Jan 2024 Nelly Elsayed, Zag ElSayed, Murat Ozer

Early detection of suicidal ideations can help to prevent suicide occurrence by providing the victim with the required professional support, especially when the victim does not recognize the danger of having suicidal ideations.

Chatbot

AI on the Road: A Comprehensive Analysis of Traffic Accidents and Accident Detection System in Smart Cities

no code implementations22 Jul 2023 Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Victoria Wangia-Anderson, Ahmed Abdelgawad

Accident detection and traffic analysis is a critical component of smart city and autonomous transportation systems that can reduce accident frequency, severity and improve overall traffic management.

Action Recognition Management

A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging

no code implementations17 Oct 2022 Gargi Desai, Nelly Elsayed, Zag ElSayed, Murat Ozer

This paper used deep transfer learning to classify the data via Inception-ResNet-V2 neural network architecture.

Transfer Learning

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

no code implementations31 Aug 2022 Zag ElSayed, Murat Ozer, Nelly Elsayed, Magdy Bayoumi

However, the current complex clustering neuron identification algorithms inside the implant chip consume a lot of power and bandwidth, causing higher heat dissipation issues and draining the implant's battery.

Brain Computer Interface Spike Sorting

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

no code implementations20 Aug 2022 Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Ahmed Abdelgawad, Magdy Bayoumi

This paper presents an intensive review focusing on action recognition in accident detection and autonomous transportation systems for a smart city.

Action Detection Action Recognition

Early Stage Diabetes Prediction via Extreme Learning Machine

no code implementations22 Feb 2022 Nelly Elsayed, Zag ElSayed, Murat Ozer

Diabetes is one of the chronic diseases that has been discovered for decades.

Diabetes Prediction

Deep Learning Algorithm for Threat Detection in Hackers Forum (Deep Web)

no code implementations3 Feb 2022 Victor Adewopo, Bilal Gonen, Nelly Elsayed, Murat Ozer, Zaghloul Saad Elsayed

Developing tools that can be deployed for threat detection is integral in securing digital communication in cyberspace.

A Rule-Based Model for Victim Prediction

no code implementations6 Jan 2020 Murat Ozer, Nelly Elsayed, Said Varlioglu, Chengcheng Li, Niyazi Ekici

Social network analysis is employed to measure the influence of peers on the outcome variable.

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