AI and DL in Education Teaching Automotive Safety Skills Vijaykumar Arvindbhai Radadiya, Shardul Singh Chauhan, B. Raja Mannar, R. D. Gomathi, Inomiddin Imomov, Vishal Kishorchandra Pandya AI S Role in Enhanced Automotive Safety, 2025 The integration of Artificial Intelligence (AI) and Deep Learning (DL) in education has seen remarkable advancements, particularly in specialized fields like automotive safety skills. One of the most promising approaches is the use of Reinforcement Learning (RL), a cutting-edge DL technique that has revolutionized interactive learning systems. In automotive safety education, RL can simulate real-world driving scenarios, allowing students to practice critical safety responses without real-life risks. The system learns from the student's actions, providing instant feedback and gradually increasing the complexity of the scenarios to enhance skills such as emergency braking, collision avoidance, and safe maneuvering under adverse conditions. The combination of RL with tools like Unity ML-Agents, which provides a powerful platform for building simulations, creates a highly immersive and effective educational environment.
ML Tools for Safety in Automotive Financial Risk Management Shardul Singh Chauhan, S. Hariprasad, B. Raja Mannar, Vipul Punjabi, Sultonali Mekhmonov, M. Gurusamy AI S Role in Enhanced Automotive Safety, 2025 In the rapidly evolving field of automotive finance, managing risk is crucial for maintaining financial stability and security. Machine Learning (ML) tools have demonstrated significant potential in enhancing the predictive capabilities of risk management models, enabling more accurate forecasting, real-time monitoring, and mitigation strategies. This study explores the application of an advanced ML method, specifically the Deep Neural Networks (DNN), in predicting and managing financial risks in the automotive industry. The DNN, with its ability to handle complex, non-linear relationships and large datasets, is integrated with Automotive Risk Management Software (ARMS), an advanced tool designed for dynamic financial assessment. By leveraging these tools, automotive finance institutions can gain deep insights into market trends, customer behavior, and financial risks, which helps in optimizing decisions related to credit scoring, loan defaults, and asset depreciation.
Genetic-based SVM algorithm for brain disease gene prediction P Bhatt, S Garg, S Verma, SS Chauhan, M Soni, JK Chaudhary AIP Conference Proceedings 3343 (1), 040068 , 2025 2025.0 Citations: 1
ML Tools for Safety in Automotive Financial Risk Management SS Chauhan, S Hariprasad, BR Mannar, V Punjabi, S Mekhmonov, ... AI's Role in Enhanced Automotive Safety, 405-422 , 2025 2025.0
AI and DL in Education Teaching Automotive Safety Skills VA Radadiya, SS Chauhan, BR Mannar, RD Gomathi, I Imomov, ... AI's Role in Enhanced Automotive Safety, 15-32 , 2025 2025.0 Citations: 1
Novel Taxonomy for E-learning Recommender System Using Opinion Mining Kalpana, SS Chauhan, MK Singh, R Bagoria International Advanced Computing Conference, 374-385 , 2022 2022.0 Citations: 2
Emotion Detection: Comparison of Various Techniques HJ Jatin Goel, Shardul Chauhan International journal of Innovative Research in Computer Science … , 2022 2022.0
A Comparative Analysis of Various Methods for Human Facial Emotions Recognition RR Shardul Singh Chauhan, Ajay Kumar IPEC Journal of Science & Technology 1 (1), 1-6 , 2022 2022.0
Disease prediction with naïve Bayes classifier NK Verma, S Singh, SS Chauhan, D Kumar 2020.0 Citations: 1
A Precise Technique for Hand Gesture Recognition A Purohit, SS Chauhan ICGST Journal of Graphics, Vision and Image Processing 17 (2), 25-29 , 2017 2017.0 Citations: 1
A survey on Human Action Recognition SSC Ayush Purohit IOSR JCE 19 (4), 43-50 , 2017 2017.0 Citations: 1
Hand gesture recognition and tracking using image processing techniques SS Chauhan Department of Computer Science & Engineering, UPES, Dehradun , 2016 2016.0
A literature survey on handwritten character recognition A Purohit, SS Chauhan International Journal of Computer Science and Information Technologies … , 2016 2016.0 Citations: 49
ANALYSING VIRTUAL AND AUGMENTED REALITY APPLICATIONS IN DIGITAL MARKETING S PANDEY, SS CHAUHAN, A SINGH
MOST CITED SCHOLAR PUBLICATIONS
A literature survey on handwritten character recognition A Purohit, SS Chauhan International Journal of Computer Science and Information Technologies … , 2016 2016.0 Citations: 49
Novel Taxonomy for E-learning Recommender System Using Opinion Mining Kalpana, SS Chauhan, MK Singh, R Bagoria International Advanced Computing Conference, 374-385 , 2022 2022.0 Citations: 2
Genetic-based SVM algorithm for brain disease gene prediction P Bhatt, S Garg, S Verma, SS Chauhan, M Soni, JK Chaudhary AIP Conference Proceedings 3343 (1), 040068 , 2025 2025.0 Citations: 1
AI and DL in Education Teaching Automotive Safety Skills VA Radadiya, SS Chauhan, BR Mannar, RD Gomathi, I Imomov, ... AI's Role in Enhanced Automotive Safety, 15-32 , 2025 2025.0 Citations: 1
Disease prediction with naïve Bayes classifier NK Verma, S Singh, SS Chauhan, D Kumar 2020.0 Citations: 1
A Precise Technique for Hand Gesture Recognition A Purohit, SS Chauhan ICGST Journal of Graphics, Vision and Image Processing 17 (2), 25-29 , 2017 2017.0 Citations: 1
A survey on Human Action Recognition SSC Ayush Purohit IOSR JCE 19 (4), 43-50 , 2017 2017.0 Citations: 1
ML Tools for Safety in Automotive Financial Risk Management SS Chauhan, S Hariprasad, BR Mannar, V Punjabi, S Mekhmonov, ... AI's Role in Enhanced Automotive Safety, 405-422 , 2025 2025.0
Emotion Detection: Comparison of Various Techniques HJ Jatin Goel, Shardul Chauhan International journal of Innovative Research in Computer Science … , 2022 2022.0
A Comparative Analysis of Various Methods for Human Facial Emotions Recognition RR Shardul Singh Chauhan, Ajay Kumar IPEC Journal of Science & Technology 1 (1), 1-6 , 2022 2022.0
Hand gesture recognition and tracking using image processing techniques SS Chauhan Department of Computer Science & Engineering, UPES, Dehradun , 2016 2016.0
ANALYSING VIRTUAL AND AUGMENTED REALITY APPLICATIONS IN DIGITAL MARKETING S PANDEY, SS CHAUHAN, A SINGH