AI-Based Detection of Digital Fraud in UPI Transactions Using XGBoost
The rapid adoption of Unified Payments Interface (UPI) systems in India has led to a significant rise in digital financial transactions, accompanied by an increase in fraudulent activities. This research proposes an AI-based fraud…
Designing Inclusive AI Learning Systems Aligned with NEP 2020 Competency-Based Education
The National Education Policy (NEP) 2020 emphasizes competency-based education, equity, and inclusive learning through effective integration of technology. Artificial Intelligence (AI) offers significant potential to design adaptive and inclusive learning systems that cater to…
Beyond the Court: A Survey of Off-Court Factors Affecting Badminton Performance
While on-court performance is crucial in badminton, off-court factors significantly influence an athlete's overall performance. This study aims to investigate the impact of these often-overlooked factors on badminton players. Through a comprehensive literature review,…
AI-Powered Virtual and Augmented Reality Systems for Teaching Social Skills to Individuals With Autism Spectrum Disorder
This project explores the development of AI-powered Virtual Reality (VR) and Augmented Reality (AR) systems to teach social skills to individuals with Autism Spectrum Disorder (ASD), utilizing the Proximal Policy Optimization (PPO) algorithm for…
Performance Evaluation of Player Performance Prediction Models Using Data Mining Techniques
This paper explores the performance evaluation of player performance prediction models using various data mining techniques, focusing on the application of machine learning algorithms to predict individual and team performance in sports. The study…
A Comprehensive Literature Review on Performance Analysis of Badminton Players
Performance analysis is a vital aspect of modern badminton, aiding in the assessment and enhancement of player performance through objective metrics and advanced techniques. This literature review explores key aspects of performance analysis, including…
Critical Review of Studies on the Performance Analysis of Badminton Players
Badminton is a dynamic racket sport that demands high levels of technical precision, tactical awareness, physical endurance, and psychological resilience. Performance analysis in badminton has emerged as a critical research area, helping coaches, analysts,…
A Survey of Off Court Factors Affecting the Performance of Badminton Players
While on-court performance is crucial in badminton, off-court Badminton player performance is not only determined by on-court skills and physical training but also significantly influenced by various off-court factors. This survey examines key off-court…
AI-Based Predictive Maintenance for Enhancing Efficient in Textile Machinery
The textile industry heavily relies on complex machinery, where unexpected failures lead to downtime, increased costs, and production inefficiencies. This study explores AI based predictive maintenance as a solution to enhance the operational efficiency…
Optimizing Performance Evaluation of Badminton Players Using Proximal Policy Optimization (PPO) Algorithm
Badminton performance evaluation has traditionally relied on subjective coaching assessments and basic statistical metrics, limiting scalability and real-time feedback. This study proposes a novel framework leveraging Proximal Policy Optimization (PPO)—a reinforcement learning (RL) algorithm—to…
Foundations of Data Communication and Computer Networks
Nandhakumar, R.; Dhavapriya, M.
Fundamentals of data communication and networking involve transferring data between devices using a system of five key components: sender, receiver, message, medium, and protocol. The effectiveness of this communication is judged by four characteristics:…
The Nexus of Cognitive and Emotional Intelligence: A Study on Student Learning Outcomes
Nandhakumar, R.; Dhavapriya, M.
This study delves into the dynamic interplay between cognitive and emotional intelligence, revealing their synergistic impact on student learning outcomes. Cognitive intelligence is shown to be a cornerstone of analytical thinking and problem-solving, whereas…
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