Proceedings of the International Conference on Intelligent Systems for a Sustainable Future (ISSF 2026)
Foreword
Conference: International Conference on Intelligent Systems for a Sustainable Future (ISSF 2026)
Date: 12-13 February 2026
Location: Kanchipuram, Tamil Nadu, India (Hybrid)
Website: https://kanchiuniv.ac.in/issf2026/ Researchers across the world work in mission mode to find solutions to problems, for lesser problems mean a better life for humans, a happy society, and a peaceful world. Why is this an endless activity? There are newer problems that keep emerging due to changes that happen, and quite frequently the solutions themselves result in the creation of newer problems. Also, there is no one solution that is a panacea for all problems, and we find a need to come up with bespoke solutions, often based on target population, geography, and many other conditions and variables. With the evolution in hardware and with GPUs and high-capacity computing systems, machine intelligence has become affordable, ushering in a new dimension to find solutions to the several challenges that we face. It is an exciting time to be a researcher, where the machine-driven approach has made it easier to overcome many conventional challenges, right from high volume data acquisition to processing. Along with the core issue of addressing the functional requirements, there are many allied challenges that have to be addressed to make the solutions safe, reliable, affordable, efficient, fail-safe, explainable and replicable. A good solution that does not have built-in safety, or which violates some ethical principles is not something that will succeed. The International Conference on Intelligent Systems for a Sustainable Future (ISSF 2026) was conceptualized to bring the brightest researchers from across the world on a common platform to discuss, debate and deliberate on the various facets of Research and Development. In these very interesting times of rapid change in technology and the frenzied pace at which AI is evolving, there is a need to keep ourselves up-to-date on the state-of-the-art. The conference provided a bird’s-eye view of the current trends in multiple tracks of specialization, from Artificial Intelligence & Machine Learning, to Smart Infrastructure & IoT, Robotics & Automation, Data Analytics & Intelligent Computing, Smart Manufacturing & Industry 4.0, Security & Ethical Systems, and Sustainable & Green Technologies. Each one of these tracks is significant and impactful. Several pre-conference workshops focused on the above tracks were held in the run-up to the main event. Plenty of research papers and presentations brought out the significant achievements that we have made, and also threw light on the way forward, providing a variety of paths for young researchers to pursue their work. The best of the research papers have been compiled in this publication, to document the rich findings presented during the conference. Any avid researcher will find it useful to commence his/her journey from here. I congratulate the organizing committee of the International Conference on Intelligent Systems for a Sustainable Future (ISSF 2026) for their meticulous work in compiling this compendium of accepted research papers, after due review and corrections. The publishing partners deserve our appreciation for helping with the standardization of the entire process, thereby ensuring that the proceedings are professionally produced, indexed in recognized databases, and made available to the larger global research community. R.Vasanth Kumar Mehta
Pro Vice-chancellor Preface Artificial Intelligence is rapidly reshaping modern society by enabling smart, secure, and sustainable solutions across multiple domains. The increasing integration of AI-driven technologies into real-world applications has created new opportunities for innovation, efficiency, and improved decision-making. The papers presented in ISSF 2026 under this theme highlight the latest developments in AI-driven innovations, focusing on smart systems, cybersecurity, healthcare analytics, intelligent automation, and sustainable technologies. These contributions demonstrate how artificial intelligence, machine learning, and data science are being leveraged to address complex societal challenges and improve operational effectiveness. The research works included in this compilation reflect interdisciplinary approaches and innovative methodologies applied to areas such as smart cities, healthcare prediction, intelligent transportation, cybersecurity, agricultural intelligence, and environmental sustainability. These advancements showcase the transformative potential of AI-driven systems in creating secure, efficient, and sustainable infrastructures. We believe that this collection will encourage collaboration among researchers, academicians, and industry professionals, and contribute to advancing intelligent technologies for the benefit of society. We hope this volume inspires continued exploration and innovation in AI-driven smart and sustainable systems. Editors Acknowledgement The Organizing Committee of ISSF 2026 – International Conference on Intelligent Systems for a Sustainable Future expresses its sincere gratitude to all those who contributed to the successful organization of this conference. We humbly acknowledge the divine blessings of His Holiness Pujyasri Sri Sankara Vijayendra Saraswathi Shankaracharya Swamiji and Pujyasri Sri Satya Chandrasekharendra Saraswathi Shankaracharya Swamiji of Kanchi Kamakoti Peetam, whose inspiration and guidance continue to motivate us in promoting academic excellence and research for societal development. His Holiness’s blessings have been a constant source of strength in organizing this international conference. We extend our heartfelt thanks to the Hon’ble Vice-Chancellor, Pro Vice-Chancellor, and Registrar of Sri Chandrasekharendra Saraswathi Viswa Mahavidyalaya (SCSVMV), Enathur, Kanchipuram, for their valuable guidance, encouragement, and administrative support in organizing this conference successfully. We gratefully acknowledge the valuable support of the Conference Chair, Advisory Committee Members, and Technical Program Committee for their expert guidance, insightful suggestions, and continuous support throughout the planning and execution of ISSF 2026. We sincerely thank the Editors, Reviewers, Session Chairs, and Session Managers for their dedicated efforts in organizing technical sessions, reviewing submitted manuscripts, and maintaining the academic quality of the conference proceedings. We also extend our appreciation to all authors, researchers, academicians, and industry participants from various institutions for their enthusiastic participation and valuable contributions. Special thanks are extended to the Organizing Committee Members, Faculty, Staff, and Student Volunteers whose tireless efforts ensured the smooth conduct of the conference. Finally, we thank all collaborators and participants for their cooperation and support in making ISSF 2026 a grand success. Organizing Committee ISSF 2026
Date: 12-13 February 2026
Location: Kanchipuram, Tamil Nadu, India (Hybrid)
Website: https://kanchiuniv.ac.in/issf2026/ Researchers across the world work in mission mode to find solutions to problems, for lesser problems mean a better life for humans, a happy society, and a peaceful world. Why is this an endless activity? There are newer problems that keep emerging due to changes that happen, and quite frequently the solutions themselves result in the creation of newer problems. Also, there is no one solution that is a panacea for all problems, and we find a need to come up with bespoke solutions, often based on target population, geography, and many other conditions and variables. With the evolution in hardware and with GPUs and high-capacity computing systems, machine intelligence has become affordable, ushering in a new dimension to find solutions to the several challenges that we face. It is an exciting time to be a researcher, where the machine-driven approach has made it easier to overcome many conventional challenges, right from high volume data acquisition to processing. Along with the core issue of addressing the functional requirements, there are many allied challenges that have to be addressed to make the solutions safe, reliable, affordable, efficient, fail-safe, explainable and replicable. A good solution that does not have built-in safety, or which violates some ethical principles is not something that will succeed. The International Conference on Intelligent Systems for a Sustainable Future (ISSF 2026) was conceptualized to bring the brightest researchers from across the world on a common platform to discuss, debate and deliberate on the various facets of Research and Development. In these very interesting times of rapid change in technology and the frenzied pace at which AI is evolving, there is a need to keep ourselves up-to-date on the state-of-the-art. The conference provided a bird’s-eye view of the current trends in multiple tracks of specialization, from Artificial Intelligence & Machine Learning, to Smart Infrastructure & IoT, Robotics & Automation, Data Analytics & Intelligent Computing, Smart Manufacturing & Industry 4.0, Security & Ethical Systems, and Sustainable & Green Technologies. Each one of these tracks is significant and impactful. Several pre-conference workshops focused on the above tracks were held in the run-up to the main event. Plenty of research papers and presentations brought out the significant achievements that we have made, and also threw light on the way forward, providing a variety of paths for young researchers to pursue their work. The best of the research papers have been compiled in this publication, to document the rich findings presented during the conference. Any avid researcher will find it useful to commence his/her journey from here. I congratulate the organizing committee of the International Conference on Intelligent Systems for a Sustainable Future (ISSF 2026) for their meticulous work in compiling this compendium of accepted research papers, after due review and corrections. The publishing partners deserve our appreciation for helping with the standardization of the entire process, thereby ensuring that the proceedings are professionally produced, indexed in recognized databases, and made available to the larger global research community. R.Vasanth Kumar Mehta
Pro Vice-chancellor Preface Artificial Intelligence is rapidly reshaping modern society by enabling smart, secure, and sustainable solutions across multiple domains. The increasing integration of AI-driven technologies into real-world applications has created new opportunities for innovation, efficiency, and improved decision-making. The papers presented in ISSF 2026 under this theme highlight the latest developments in AI-driven innovations, focusing on smart systems, cybersecurity, healthcare analytics, intelligent automation, and sustainable technologies. These contributions demonstrate how artificial intelligence, machine learning, and data science are being leveraged to address complex societal challenges and improve operational effectiveness. The research works included in this compilation reflect interdisciplinary approaches and innovative methodologies applied to areas such as smart cities, healthcare prediction, intelligent transportation, cybersecurity, agricultural intelligence, and environmental sustainability. These advancements showcase the transformative potential of AI-driven systems in creating secure, efficient, and sustainable infrastructures. We believe that this collection will encourage collaboration among researchers, academicians, and industry professionals, and contribute to advancing intelligent technologies for the benefit of society. We hope this volume inspires continued exploration and innovation in AI-driven smart and sustainable systems. Editors Acknowledgement The Organizing Committee of ISSF 2026 – International Conference on Intelligent Systems for a Sustainable Future expresses its sincere gratitude to all those who contributed to the successful organization of this conference. We humbly acknowledge the divine blessings of His Holiness Pujyasri Sri Sankara Vijayendra Saraswathi Shankaracharya Swamiji and Pujyasri Sri Satya Chandrasekharendra Saraswathi Shankaracharya Swamiji of Kanchi Kamakoti Peetam, whose inspiration and guidance continue to motivate us in promoting academic excellence and research for societal development. His Holiness’s blessings have been a constant source of strength in organizing this international conference. We extend our heartfelt thanks to the Hon’ble Vice-Chancellor, Pro Vice-Chancellor, and Registrar of Sri Chandrasekharendra Saraswathi Viswa Mahavidyalaya (SCSVMV), Enathur, Kanchipuram, for their valuable guidance, encouragement, and administrative support in organizing this conference successfully. We gratefully acknowledge the valuable support of the Conference Chair, Advisory Committee Members, and Technical Program Committee for their expert guidance, insightful suggestions, and continuous support throughout the planning and execution of ISSF 2026. We sincerely thank the Editors, Reviewers, Session Chairs, and Session Managers for their dedicated efforts in organizing technical sessions, reviewing submitted manuscripts, and maintaining the academic quality of the conference proceedings. We also extend our appreciation to all authors, researchers, academicians, and industry participants from various institutions for their enthusiastic participation and valuable contributions. Special thanks are extended to the Organizing Committee Members, Faculty, Staff, and Student Volunteers whose tireless efforts ensured the smooth conduct of the conference. Finally, we thank all collaborators and participants for their cooperation and support in making ISSF 2026 a grand success. Organizing Committee ISSF 2026