Author name: Somayeh Nosrati

Somayeh Nosrati was born in 1982 in Tehran. She holds a Master's degree in artificial intelligence from Khatam University of Tehran.

CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

Abstract Coronavirus (COVID-19) is a viral disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The spread of COVID-19 seems to have a detrimental effect on the global economy […]

CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection Read More »

A Corona Recognition Method Based on Visible Light Color and Machine Learning

A Corona Recognition Method Based on Visible Light Color and Machine Learning

Abstract Can we detect electric discharge states in gases based on the information on visual images? This article proposes a new kind of method where we build several detection models

A Corona Recognition Method Based on Visible Light Color and Machine Learning Read More »

Robotic Helping Hand: A New Mechanism for Helping Disabled People

Robotic Helping Hand: A New Mechanism for Helping Disabled People

Abstract Many assistive technologies implemented to help disabled people. The purpose of this research is to design and implement a new mechanism for disabled people which can be used as

Robotic Helping Hand: A New Mechanism for Helping Disabled People Read More »

Personalized E-Learning System Based on User’s Performance and Knowledge: An Adaptive Technique

Personalized E-Learning System Based on User’s Performance and Knowledge: An Adaptive Technique

Abstract The Learning style of every individual is unique. We require some adaptive and personalization techniques to extract the required learning content from enormous content available. Here we build up

Personalized E-Learning System Based on User’s Performance and Knowledge: An Adaptive Technique Read More »

A Robotic System for Elderly Care and Monitoring using Human Robot Interaction

A Robotic System for Elderly Care and Monitoring using Human-Robot Interaction

 Abstract Human-Robot Interaction is an emerging field in the area of robotics and growth in this field finds application in several areas of society. In this paper, the initial progress

A Robotic System for Elderly Care and Monitoring using Human-Robot Interaction Read More »

Prevention of Agricultural Commodities using Artificial Intelligence

Prevention of Agricultural Commodities using Artificial Intelligence

Abstract In India, the major source of living and economy is through the agriculture and agricultural industry. Rotting or over-ripening of agricultural commodities has always been a major problem for

Prevention of Agricultural Commodities using Artificial Intelligence Read More »

Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach

Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach

Abstract Internet forums and public social media, such as online healthcare forums, provide a convenient channel for users (people/patients) concerned about health issues to discuss and share information with each

Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach Read More »

Mitigating the Risk of Software Vulnerabilities by Adopting a Secure Software Development Framework (SSDF)

Mitigating the Risk of Software Vulnerabilities by Adopting a Secure Software Development Framework (SSDF)

Abstract Few software development life cycle (SDLC) models explicitly address software security in detail, so secure software development practices usually need to be added to each SDLC model to ensure

Mitigating the Risk of Software Vulnerabilities by Adopting a Secure Software Development Framework (SSDF) Read More »

Traffic Prediction for Intelligent Transportation System using Machine Learning

Traffic Prediction for Intelligent Transportation System using Machine Learning

Abstract This paper aims to develop a tool for predicting accurate and timely traffic flow Information. Traffic Environment involves everything that can affect the traffic flowing on the road, whether

Traffic Prediction for Intelligent Transportation System using Machine Learning Read More »

Supervised Machine Learning Algorithms for Credit Card Fraud Detection: A Comparison

Supervised Machine Learning Algorithms for Credit Card Fraud Detection: A Comparison

Abstract In today’s economic scenario, credit card use has become extremely commonplace. These cards allow the user to make payments of large sums of money without the need to carry

Supervised Machine Learning Algorithms for Credit Card Fraud Detection: A Comparison Read More »