R Siva Subramanian

R.Siva Subramanian is an Associate Professor in department of Computer Science and Engineering at R.M.K College of Engineering and Technology. His research interests include Data mining, Big Data Analytics and Customer Analysis.

Publications

Machine Learning for Threat Detection: A Comprehensive Survey on Anomaly Detection Techniques
Anto Gracious L. A., Siva Subramanian R.. © 2026. 34 pages.
Anomaly detection identifies patterns that deviate from normal behavior, signaling threats in cybersecurity, finance, healthcare, and industry. Traditional threat detection...
Advancing E-Commerce Security: Strategic Innovations and Future Directions in AI and ML
L. A. Anto Gracious, L. Sudha, B. Chitra, Gaganpreet Kaur, V. Sathya, P. Kabitha, R. Siva Subramanian. © 2025. 28 pages.
The research carried out in this study aims at analyzing the role that AI as well as ML can play in enhancing the approaches to e-commerce data security. It concentrates to basic...
Advances in Data Processing, Machine Learning, and Data Security
N. Manjunathan, K. Aravindaraj, J. Anitha, V. K. Ramya Bharathi, V. Sathya, R. Senthil, R. Siva Subramanian. © 2025. 28 pages.
This study examines how data processing, sophisticated machine learning (ML), and data security are crucial to data-driven decision-making. It covers accurate data collecting...
Exploring AI Computing: Applications, Challenges, and Future Trends
Aniket Gangadharrao Patil, B. Senthilkumaran, R. Vidhya Muthulakshmi, V. Sathya, S. Balapriya, T. P. Anish, R. Siva Subramanian. © 2025. 26 pages.
This study explores AI systems' use, difficulties, and future in network optimisation, e-commerce, healthcare, and regulatory frameworks. Starting with AI's contribution...
Unraveling the Quantum Computing Frontier: Advancements, Challenges, and Future Prospects
D. Ravindran, S. Revathi, V. Sowndharya, I. Farzhana, V. Sathya, P. Girija, Siva Subramanian. © 2025. 20 pages.
Quantum computing, based on the theory of quantum mechanics, revolutionizes information processing with amazing computational power. This article addresses quantum computing and...
Data Analytics in Management Empowering Decision-Making Through Insights
R. Bhuvanya, B. Yamini, K. Sivakumar, Gobinath V. M., V. Sathya, R. Siva Subramanian. © 2025. 30 pages.
Data analytics, which is critical in today's decision-making, is driving the rapidly changing corporate environment. Its management, growth, and strategic objective...
Transforming Healthcare With AI and Machine Learning: Applications and Impacts
D. Ravindran, G. Mariammal, M. Dhivya, Dhivya Devi S., Anish T. P., V. Sathya, Siva Subramanian R.. © 2025. 30 pages.
This survey paper gives an insight about the application of artificial intelligence (AI) and machine learning (ML) in the healthcare industry. With a broad focus, it discusses...
Convergence of Advanced Technologies for Sustainable Development and Smart Cities
A. Ponmalar, A. Muthuram, M. Therasa, V. Priya, V. Sathya, S. Subha, R. Siva Subramanian. © 2025. 30 pages.
This research looks at how advanced technologies work with regards to creating sustainable development and smart cities. The focus is on five key areas: They include AI...
Advancing Healthcare Through Artificial Intelligence: Applications, Challenges, and Future Directions
S. Mangairkarasi, T. Venkata Ramana, R. Vaishnavi, S. Agalya, V. Sathya, R. Siva Subramanian. © 2025. 22 pages.
Healthcare is changing as an outcome of artificial intelligence (AI), which is improving administrative, therapeutic, and diagnostic procedures. Data gathering, machine learning...
Leveraging Modern Technology for Gender Equity and Economic Development
Siva Subramanian R., M. Nalini, Anish T. P., B. Maheswari, Beslin Pajila P. J., P. Girija, M. Ezhilvendan. © 2025. 26 pages.
The information technology has become an embedded component in global networks and is reinventing value generation, market efficiency and improvement of human capital. This...
AI and Applied Microbiology in Sustainable Waste Recycling and the Circular Economy
S. Anusha, B. Yamini, S. Udhayashankar, V. Priya, M. Ezhilvendan, R. Vinoth, R. Siva Subramanian. © 2025. 18 pages.
Recycling and sustainability are areas of paramount concern in the contemporary world and this paper explores the strategies of applied microbiology as well as artificial...
Advancing STEAM Education: Integrative Approaches, Challenges, and Future Directions
Durai Vasanth R., Srilalitha Ravikumar, Somsubhra Saha, K. Sudha, R. Vinoth, Siva Subramanian R., V. Sathya. © 2025. 20 pages.
This chapter presents a brief understanding of STEAM education and—by focusing on the importance of STEAM education—captures the underlying aspects of this fairly new addition to...
A Review on Sustainable Development and Green Practices: Strategies, Challenges, and Future Directions
Abitha V. K. Lija, Aswathy M. P., G. Kavitha, M. Navaneetha Velammal, B. Maheswari, P. J.Beslin Pajila, Siva Subramanian R. © 2025. 16 pages.
This study aims to provide an understanding of sustainable development and green practices with reference to strategies, challenges and ways forward. The first part of the study...
AI in Risk Management: An Overview of Applications in Firm Management, Financial Markets, and Risk
Abilash A, D. Suresh, B. Yamini, B. Maheswari, L.A. Anto Gracious, Siva Subramanian R.. © 2025. 16 pages.
When managing and minimizing the risks in some domains, like for instance finance and firm management, artificial intelligence (AI) is necessary. In the current world of AI, risk...
Revolutionizing Urban Planning: The Role of AI and Predictive Analytics in Sustainable City Development
R. Bhuvanya, G. Mariammal, K. Sivakumar, M. Ganga, T. P. Anish, S. Swetha, R. Siva Subramanian. © 2025. 20 pages.
Urbanization has continued to increase over the years, thus forcing cities to deal with various challenges such as availability and allocation of resources, infrastructure and...
Environmental Monitoring for Sustainability: Technologies, Trends, and Future Directions
D. Ravindran, S. Revathi, V. Sowndharya, I. Farzhana, S. Swetha, R. Vinoth, R. Siva Subramanian. © 2025. 18 pages.
Environmental monitoring is an essential activity in sustainability because it generates vital information about natural systems and enables people to meet important...
Machine Learning in Cybersecurity: Challenges, Applications, and Future Directions
D. Prabhu, L. Sudha, Pandi Kumari M. R., A. Adaikkammai, P. Aparna, Siva Subramanian R., V. Sathya. © 2025. 24 pages.
This survey paper explores how machine learning (ML) has been useful in handling modern security issues. In today's dynamic world of cybersecurity threats, conventional means...
Exploring Synergies and Innovations in GANs and Meta-Learning
J. Rajeshkumar, R. Chandrakala, A. Adaikkammai, R. Saranya, Siva Subramanian R., P. Girija, M. Ezhilvendan. © 2025. 24 pages.
This survey paper aims at analyzing the two promising technologies in machine learning, that are GAN and Meta-Learning. GANs have brought the image synthesis and style transfer...
Sustainable Cloud Computing: Ecofriendly Strategies and Innovations for Green Data Centers
N. Manjunathan, T. Venkata Ramana, A. Rajasekar, D. Vijayakumar, V. Sameswari, S. M. Nandha Gopal, R. Siva Subramanian. © 2025. 30 pages.
Cloud computing has experienced great growth in the recent past and has been attributed to bringing huge economic value but at the same time has been associated with energy usage...
Energy-Efficient Algorithms in High Performance Computing: Approaches, Applications, and Innovations
J. Rajeshkumar, K. Aravindaraj, T. Uma Mageswari, S. Kerthy, R. Premkumar, S. Gayathri, R. Siva Subramanian. © 2025. 24 pages.
HPC systems are crucial to scientific computation and industry processes however, their power consumption is a major economic and environmental concern. Efficient algorithms are...
AI and the Future of Economic Systems: Analyzing Technological, Ethical, and Governance Dimensions
R. Bhuvanya, T. Kujani, P. Matheswaran, B. Yamini, B. Yuvasri, V. Sathya, Siva Subramanian R.. © 2025. 26 pages.
This chapter discusses how AI has revolutionized key economy technologies like Generative AI, Large Language Models, and Machine Learning. It evaluates the role of these...
Smart Transportation Systems and Sustainable Urban Mobility
Venkata Ramana Kaneti, B. Yamini, S. Nagarajan, A. Adaikkammai, L. A. Anto Gracious, R. Siva Subramanian, P. Girija. © 2025. 28 pages.
Smart transportation systems enhance urban mobility by addressing challenges like congestion and carbon emissions. With growing urbanization, their role is crucial in ensuring...
AI Driven Personalization in Education: Transformative Practices and Emerging Trends
D. Suresh, P. Lokesh, B. Yamini, B. Yuvasri, V. Sathya, P. Girija, Subramanian R. Siva. © 2025. 20 pages.
Education systems adopting technological solutions, Artificial Intelligence (AI) is making its ways into becoming a game changer in delivering learner centered approaches to...
Virtual and Augmented Reality in the Automobile Industry: Applications and Future Directions
J. Samuel Manoharan, M. Arunkumar, Sathiya A, M. Hemamalini, V. Sathya, T. P. Anish, R. Siva Subramanian. © 2025. 30 pages.
This survey paper aims to discuss the areas of enhancement of virtual reality (VR) and augmented reality (AR) in the automotive industry: the basic principles, practice...
Technological Evolution and Digital Transformation in the Services Sector: Trends, Impacts, and Future Directions
A. Rizwanbasha, P. Sivasakthi, M. A. Y. Peer Mohamed Appa, S. Vaitheeshwari, D. Lekha, R. Siva Subramanian, P. Girija. © 2025. 20 pages.
This paper discusses the transformative effect of technology advancement on the services industry, and the role of digital technologies like artificial intelligence, blockchain...
Advancing Sustainable Development Through Green Economics
Dhivya Devi S., K. Balasubramanian, A. Adaikkammai, T. Thilagam, R. Vinoth, V. Sathya, Siva Subramanian R.. © 2025. 36 pages.
Green economy is the only way forward for sustainable development, stability of the economy and protection of the environment. The current paper aims to analyze principles...
The Role of Risk Management in Modern Business and Technology
S. Nandhini, B. Yamini, G. Anurekha, T. Thilagam, Sankar Ganesh S., P. J. Beslin Pajila, Siva Subramanian R.. © 2025. 28 pages.
Risk management is an important aspect in contemporary business and technology whereby an organization is able to minimize risks on financial, operational, cybersecurity and...
Exploring Blockchain Technology: Concepts, Features, and Industry Transformations
B. Yamini, M. G. Dinesh, L. A. Anto Gracious, R. Siva Subramanian. © 2025. 18 pages.
Blockchain which is derived from virtual currency such as Bitcoin is now considered revolutionary. This paper aims at discussing what blockchain is, its attributes, and its...
Towards a Greener Future: Integrated Strategies for E-Waste Management
B. Yamini, Anish T. P., B. Maheswari, J. Praveenkumar, Siva Subramanian R.. © 2025. 18 pages.
Technology has evolved and advanced over the years, and as a result, more electronic items are subscribed to and disposed of, turning into e-waste, a big threat to the...
Transforming Hospitality Management Through Intelligent Systems and Immersive Technologies
S. Palanikumar, N. Kanimozhi, T. Thilagam, R. Siva Subramanian. © 2025. 24 pages.
This paper aims to discuss the effects of the new innovations such as AI, VR, and ML on hospitality management systems. The paper presents an insight into how these technologies...
Quantum Computing: Unveiling the Paradigm Shift and Diverse Applications
R. Siva Subramanian, B. Maheswari, T. Nithya, P. Girija, M. Karthikeyan, T. Saraswathi. © 2024. 18 pages.
Quantum computing overcomes computer limitations using quantum mechanics. This overview covers quantum computing's basics, technology, architecture, and industrial...
Advancements in Medical Robotics and AI-Assisted Diagnostics: Transforming the Healthcare Industry
K. Sudha, C. Balakrishnan, C. M. Varun, R Siva Subramanian. © 2024. 24 pages.
Recent advances in medical robotics, AI-assisted diagnostics, and data-driven technology have changed healthcare. This chapter analyses these advances, focusing on AI-assisted...
Reshaping Disaster Resilience: The AI and Machine Learning Revolution in Natural Catastrophe Management
R. Siva Subramanian, D. Prabha, S. Srinivasan, S. Thirumurugaveerakumar, G. Gokilakrishnan. © 2024. 23 pages.
Natural disasters, such as earthquakes, hurricanes, floods, and wildfires, are ongoing worldwide concerns that have catastrophic effects on human lives, infrastructure, and the...
Navigating the Augmented and Virtual Frontiers in Engineering
R. Siva Subramanian, M. Nalini, J. Aswini. © 2024. 315 pages.
In the ever-changing world of engineering, the confluence of Augmented Reality (AR) and Virtual Reality (VR) promises a revolutionary frontier; one that has the potential to...
Revolutionizing Trust Manufacturing Integrating Real-Time Data and AI Innovations for Enhanced Efficiency
K. Sudha, C. Balakrishnan, T. P. Anish, T. Nithya, B. Gracelin Sheena, B. Maheswari, R. Siva Subramanian. © 2024. 24 pages.
The revolutionary synergy of AI and real-time data in transforming trust manufacturing processes is explored in this research study. The use of AI technology has unparalleled...
Data Insight Unveiled: Navigating Critical Approaches and Challenges in Diverse Domains Through Advanced Data Analysis
K. Sudha, C. Balakrishnan, T. P. Anish, T. Nithya, B. Yamini, R. Siva Subramanian, M. Nalini. © 2024. 25 pages.
Data engineering solutions have become important in our quickly evolving technological world for handling and analysing the massive volumes of data generated every day. The...
AI-Powered Parallel Computing Architecture and Its Applications
J. Aswini, K. Sudha, Gowri Ganesh, Siva Subramanian, George Ghinea. © 2024. 17 pages.
Addressing the increasing processing demands of contemporary applications has grown to rely heavily on parallel computing. The development of faster and more effective computing...
Meta-Heuristics and Machine Learning Applications in Complex Systems
Ponmalar A., Vijayakumar K., Lakshmipriya C., Karthikeyan M., Gracelin Sheena B., Beslin Pajila P. J., Siva Subramanian R.. © 2024. 19 pages.
In order to understand and optimise complex systems, this work explores the synergy between machine learning (ML) and meta-heuristic techniques. It investigates how problems in a...
Exploring the Applications of Augmented Reality and Virtual Reality in Medicine: A Comprehensive Overview
Sanjeera S. K., Jevin J. A., Beslin Pajila, Siva Subramanian R., Rathna Kumari. © 2024. 11 pages.
Virtual reality (VR) and augmented reality (AR) have become game-changing technologies with enormous potential across a wide range of industries, including healthcare. This...
Emerging Trends in Edge AI for Industry 4.0 and 5.0: Technologies, Applications, and Challenges
S. Anusha, M. Ezhilvandan, S. Gayathri, V. Sivaraman, Anish T. P., Siva Subramanian R.. © 2024. 18 pages.
In the context of Industry 4.0 and the anticipated Industry 5.0, the confluence of edge AI, machine vision, and intelligent robotics is driving the transformation of industries....
Exploring the Landscape of Artificial Intelligence in Healthcare Applications
Anita M., Dhivya Bharathi R., Ambhika C., Anish T. P., Gracelin Sheena B., Siva Subramanian R.. © 2024. 20 pages.
This in-depth analysis of artificial intelligence (AI) in healthcare is a crucial instrument in the constantly changing field where cutting-edge technology and the complex field...
Advancements in Cognitive Radio Networks: Protocols, Architectures, Challenges, and Future Perspectives
B. Yamini, Pajila P. J. Beslin, T. P Anish, Sheena B Gracelin, M. G. Dinesh, M. Nalini, Subramanian R. Siva. © 2024. 18 pages.
Cognitive radio networks (CRNs) revolutionise wireless communications by providing dynamic spectrum access and management to overcome static spectrum allocation. This overview...
Exploring the Intersection of Sustainable Energy, AI, and Ethical Considerations
D. Jayasutha, R. Vijaya Prabhu, S. M. Sassirekha, K. Maithili, P. Girija, R. Siva Subramanian. © 2024. 22 pages.
Renewable energy, machine learning (ML), artificial intelligence (AI), and sustainable energy ethics are explored in this study. It explores salinity gradient, blue, osmotic, and...
Securing E-Commerce Strategies With Cloud, Blockchain, AI, and ML
T. Maheshwaran, S. Muthumarilakshmi, Vinoth N. A. S., K. Suganya, B. Maheswari, P. Girija, Siva Subramanian R.. © 2024. 31 pages.
E-commerce and consumer trust need data security. This study examines e-commerce security strategies, technologies, and procedures to prevent malware, phishing, and data...
Advances in AI and Machine Learning for Healthcare Informatics
K. Maithili, A. Ponmalar, B. Yamini, M. Karthikeyan, T. P. Anish, B. Maheswari, R. Siva Subramanian. © 2024. 22 pages.
This study focuses on how medical informatics, bioinformatics and health records are getting rejuvenated by AI and ML, which is leading to a new paradigm in healthcare. It drives...
AI and IoT Applications in Medical Domain Enhancing Healthcare Through Technology Integration
Siva Subramanian R., K. Sudha, C. Ambhika, B. Maheswari, P. Girija, M. Nalini. © 2023. 15 pages.
The medical industry has undergone an upheaval because of AI and IoT-based technologies, which have substantially improved patient care, diagnosis, treatment, and healthcare...