Soft Computing: Theories and Applications: Proceedings of Socta 2025, Volume 3
暫譯: 軟計算：理論與應用：Socta 2025 會議論文集，第三卷

本書是於2025年12月27日至29日在印度賈蘭達爾國立技術學院舉行的國際軟計算：理論與應用會議（SoCTA 2025）上發表的高品質論文集。本書專注於軟計算及其如何應用於解決各個領域中出現的現實問題，這些領域包括醫學與健康照護、供應鏈管理、影像處理和密碼分析等。本書為教師和研究人員提供了有價值的見解，並激勵在這個動態領域中進一步的研究。

Dr. Tarun K. Sharma is the Professor & Research Mentor - CSE, School of Engineering & Technology, and Dean - Academics at Shobhit University Gangoh. He has supervised 10 Ph.D., 20 M.Tech Dissertations, several MCA and B.Tech Projects. He has over 120 research publications in his credit. He is a founding member of International Conference on Soft Computing: Theories and Applications (SoCTA Series). He has (co-)edited 12 volumes of Conference Proceedings published by AISC; LNNS series of Springer (SCOPUS) Publication and four edited books with SpringerNature. His areas of interest include Nature Inspired Computing, Swarm Intelligence and Machine Learning.

Dr. Lipo Wang is presently on the faculty of the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. His research interest is artificial intelligence with applications to image/video processing, biomedical engineering, communications, control, and power systems. He has 350+ publications, a U.S. patent in neural networks and a patent in systems. He has co-authored 2 monographs and (co-)edited 15 books. He is/was Associate Editor/Editorial Board Member of 30 international journals, including 4 IEEE Transactions, and guest editor for 15 journal special issues. He was a member of the Board of Governors of the International Neural Network Society, IEEE Computational Intelligence Society (CIS), and the IEEE Biometrics Council. He served as CIS Vice President for Technical Activities and Chair of Emergent Technologies Technical Committee, as well as Chair of Education Committee of the IEEE Engineering in Medicine and Biology Society (EMBS). He was President of the Asia-Pacific Neural Network Assembly (APNNA) and received the APNNA Excellent Service Award. He was founding Chair of both the EMBS Singapore Chapter and CIS Singapore Chapter.

Dr. Om Prakash Verma is currently serving as Assistant Professor in the Department of Instrumentation and Control Engineering, Dr B R Ambedkar NIT Jalandhar. His research interests includes: Machine Vision, Machine, Deep and Quantum Learning, Applied Soft-Computing and UAV Autonomous System. He has credit for publishing more than 100+ research publications including international peer-reviewed SCI journals, patent applications, edited books, conferences and book chapters. He has associated with 06 research projects as PI and Co-PI funded by various funding agencies such as ISRO, MeitY, CSIR, etc. He has supervised 2 Ph.D and currently supervising 3 Ph.D students. He is a Senior Member of IEEE, and Member of IEEE Computational Intelligence Society, IEEE Control Systems Society, Automatic Control and Dynamic Optimization Society and life time member of Instrument Society of India and STEM Research Society. He is an associate editor of the International Journal of Security and Privacy in Pervasive Computing.

Dr Jitendra Rajpurohit, a PhD in Nature Inspired Computing has over 15 years of experience in academics and research. He has been associated with many reputed institutions like Amity University, UPES and Manipal University in the past. Currently, he is serving as an Associate Professor at Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune. He has published more than 30 research articles in indexed journals and reputed conferences. He has also been an investigator for two projects funded by national and state level agencies. He is also associated as an organizer with two international conferences and an editorial board member for several international journals. At present he is guiding two PhD scholars. His areas of interest include Nature Inspired Computing, Swarm Intelligence, Image Processing and Machine Learning.

Dr. Tarun K. Sharma 是 Shobhit University Gangoh 工程與技術學院計算機科學與工程系的教授及研究導師，並擔任學術院院長。他已指導 10 位博士生、20 篇碩士論文，以及多個 MCA 和 B.Tech 專案。他擁有超過 120 篇的研究出版物。他是國際軟計算會議：理論與應用（SoCTA 系列）的創始成員。他（共同）編輯了 12 卷由 AISC 出版的會議論文集；以及 Springer 的 LNNS 系列（SCOPUS）出版物和四本與 SpringerNature 合編的書籍。他的研究興趣包括自然啟發計算、群體智慧和機器學習。

Dr. Lipo Wang 目前是新加坡南洋理工大學電氣與電子工程學院的教職員。他的研究興趣是人工智慧，應用於影像/視頻處理、生物醫學工程、通訊、控制和電力系統。他擁有超過 350 篇的出版物，並擁有一項美國神經網絡專利和一項系統專利。他共同撰寫了 2 本專著並（共同）編輯了 15 本書籍。他是 30 本國際期刊的副編輯/編輯委員會成員，包括 4 本 IEEE Transactions，並擔任 15 本期刊特刊的客座編輯。他曾是國際神經網絡學會、IEEE 計算智能學會（CIS）和 IEEE 生物識別委員會的理事會成員。他曾擔任 CIS 技術活動副總裁和新興技術技術委員會主席，以及 IEEE 醫學與生物工程學會（EMBS）教育委員會主席。他曾是亞太神經網絡大會（APNNA）的會長，並獲得 APNNA 優秀服務獎。他是 EMBS 新加坡分會和 CIS 新加坡分會的創始主席。

Dr. Om Prakash Verma 目前擔任 Dr B R Ambedkar NIT Jalandhar 儀器與控制工程系的助理教授。他的研究興趣包括：機器視覺、機器學習、深度學習和量子學習、應用軟計算和無人機自主系統。他已發表超過 100 篇的研究出版物，包括國際同行評審的 SCI 期刊、專利申請、編輯書籍、會議和書籍章節。他參與了 6 個由 ISRO、MeitY、CSIR 等各種資助機構資助的研究專案，擔任 PI 和 Co-PI。他已指導 2 位博士生，並目前指導 3 位博士生。他是 IEEE 的高級會員，並且是 IEEE 計算智能學會、IEEE 控制系統學會、自動控制與動態優化學會的會員，以及印度儀器學會的終身會員和 STEM 研究學會的會員。他是《國際普遍計算安全與隱私期刊》的副編輯。

Dr. Jitendra Rajpurohit 擁有自然啟發計算的博士學位，擁有超過 15 年的學術和研究經驗。他曾與許多知名機構如 Amity University、UPES 和 Manipal University 合作。目前，他在 Symbiosis International（被認可的大學）下的 Symbiosis Institute of Technology 擔任副教授。他在索引期刊和知名會議上發表了超過 30 篇研究文章。他還曾是兩個由國家和州級機構資助的專案的研究者。他目前是兩個國際會議的組織者，並擔任多本國際期刊的編輯委員會成員。目前他正在指導兩位博士生。他的研究興趣包括自然啟發計算、群體智慧、影像處理和機器學習。