Student Engagement Prediction using Image Processing

ABSTRACT In the realm of educational technology, predicting and enhancing student engagement is crucial for optimizing learning outcomes. This study introduces a novel approach to student engagement prediction by leveraging facial expression analysis through Recurrent...

Cyberbullying prediction using Machine Learning

ABSTRACT ´Communication through internet is shifting towards user friendly technologies such as social networking applications, blogs, online sharing platforms, etc. ´The misuse of such technologies leads to cybercrime which includes phishing, malware spreading, spam...

Student Certificate Validation using Blockchain

ABSTRACT Blockchain technology has recently emerged as a potential mean for authenticating the document verification process and a significant tool to combat document fraud and misuse. This project aimed to enhance the document verification process using blockchain...

Diabetic Retinopathy Prediction using Machine Learning

ABSTRACT ´Diabetic Retinopathy is the most common cause of vision loss among people with diabetes and the leading cause of vision impairment and blindness among working-age adults. ´By using a certain algorithm the retinal image from the user is fed into system. ´The...

Oral Cancer Detection using Deep Learning

ASBTRACT Oral cancer is a prevalent and potentially life-threatening disease, emphasizing the critical need for early detection to improve patient outcomes. This study explores the application of Recurrent Neural Networks (RNN) for the automated detection of oral...

Layoff Prediction using Machine Learning

ABSTRACT Employee layoff is a phenomenon that affects both individuals and organizations in various ways. It can cause financial, psychological, and social problems for the employees who are laid off, as well as reduce the productivity, morale, and reputation of the...