Proceedings of the 2024 Sixth Doctoral Symposium on
                                Intelligence Enabled Research (DoSIER 2024)
                                Hosted by Sukanta Mahavidyalaya, Dhupguri, Jalpaiguri, India in association with Algebra University, Zagreb, Croatia,
                                28-29 November 2024


                                Preface
                                                     1
                                We are honored to present the proceedings of the 2024 Sixth Doctoral Symposium on Intelligence Enabled
                                Research (DoSIER 2024), hosted by Sukanta Mahavidyalaya under the University of North Bengal in
                                hybrid mode. This hybrid symposium united researchers, academicians, industry experts, and scholars
                                globally, reflecting the growing prominence of intelligence-enabled research in computing and intelligent
                                systems. The symposium was technically sponsored by the Asia-Pacific Artificial Intelligence Association
                                (AAIA), Kolkata Branch, and the IEEE Computational Intelligence Society, Kolkata Chapter.

                                DoSIER 2024 is one of its kind to offer participants insightful feedback on their ongoing research and guide
                                them toward future research avenues, and foster a nurturing community of scholars, and encourage
                                collaborative research endeavors, facilitate interactions between student participants, seasoned
                                researchers, and practitioners within relevant research domains, and create a platform for a closed
                                research forum, enabling the exchange of knowledge and expertise among participants.

                                DoSIER 2024 attracted around 65 submissions, of which 20 exceptional contributions were selected for
                                presentation and inclusion into the CEUR workshop proceedings, showcasing innovative methodologies
                                and applications across diverse fields. A rigorous two-stage review process ensured academic excellence,
                                with each manuscript evaluated by at least three independent experts.

                                DoSIER 2024 featured 05 keynotes apart from the technical paper presentations. The keynote speakers
                                included (i) Prof. (Dr.) Tingwen Huang, IEEE Fellow, Shenzhen University of Advanced Technology, China,
                                (ii) Prof. (Dr.) Rizk M. Rizk-Allah, Faculty of Engineering, Menoufia University, Shebin El Kom, Egypt, (iii)
                                Prof. (Dr.) Paramartha Dutta, Visva-Bharati University, West Bengal, India, (iv) Dr. Jagdish Chand Bansal,
                                South Asian University, New Delhi, India, and (v) Dr. Rakesh Kumar Mandal, University of North Bengal,
                                India.

                                The proceedings celebrate the synergy between academic innovation and real-world applications. We
                                thank the authors, reviewers, committee members, and supporting staff for their dedication. Special
                                thanks are due to the CEUR workshop proceedings for collaborating to publish this valuable volume. The
                                editors hope that this collection will inspire further exploration in intelligence-enabled research.




                                Date: 15th January, 2025
                                Ostrava, Czech Republic                                                                                                         Siddhartha Bhattacharyya
                                Jalpaiguri, India                                                                                                                       Sandip Dey
                                Kolkata, India                                                                                                                     Jyoti Sekhar Banerjee
                                Ostrava, Czech Republic                                                                                                                  Jan Platoš




                                The 2024 Sixth Doctoral Symposium on Intelligence Enabled Research (DoSIER 2024), November 28–29, 2024, Jalpaiguri, India

                                                © 2025 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).


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