Computing and Machine Learning: Proceedings of CML 2025, Volume 1
暫譯: 計算與機器學習：CML 2025 會議論文集，第 1 卷

本書收錄了於2025年3月22日至23日舉行的國際計算與機器學習會議（CML 2025）上發表的高品質研究論文，該會議由印度西藏的西金馬尼帕爾科技學院計算機應用系主辦。本書涵蓋了多樣的主題，包括機器學習演算法與模型、深度學習與神經網絡、計算機視覺與影像處理、自然語言處理、機器人技術與自動化、強化學習、大數據分析、雲計算、物聯網、人機互動、人工智慧的倫理與社會影響、在醫療、金融及工業中的應用、計算機建模、量子計算、高效能計算、認知與平行計算、雲計算、分散式計算、嵌入式計算、人本計算及移動計算。

Dr. Jagdish Chand Bansal is Associate Professor (Senior Grade) at South Asian University New Delhi and Visiting Professor at maths and computer science, Liverpool Hope University UK. He also holds Visiting Professorship at NIT Goa, India. Dr. Bansal obtained his Ph.D. in mathematics from IIT Roorkee. Before joining SAU New Delhi, he worked as Assistant Professor at ABV--Indian Institute of Information Technology and Management Gwalior and BITS Pilani. His primary areas of interest are swarm intelligence and nature-inspired optimization techniques. Recently, he proposed a fission-fusion social structure-based optimization algorithm, Spider Monkey Optimization (SMO), which is being applied to various problems in the engineering domain. He has published over 70 research papers in various international journals/conferences. He is Section Editor (Editor-in-Chief) of the journal MethodsX published by Elsevier. He is Series Editor of the four Springer book series AIS, SADIC, ISTC, and SST published by Springer.
Dr. Samarjeet Borah is currently working as Professor and Head in the Department of Computer Applications, SMIT, Sikkim Manipal University (SMU), Sikkim, India. Dr. Borah has carried out various funded projects from AICTE (GoI), DST-CSRI (GoI), etc. He has published around 90 research papers in various journals and conferences. He has organized various workshops and conferences in national and international level. Dr. Borah is involved with various book volumes and journals of repute from Springer, IEEE, Inderscience, and IGI Global as Editor or Guest Editor. He is Editor-in-Chief of the book and proceedings series--Research Notes on Computing and Communication Sciences, Apple Academic Press, USA. Dr. Borah has served as Keynote as well as Invited Speakers in several international conferences. His areas of research are data mining, information security, data science, and machine learning.
Dr. Shahid Hussain is working at University of Canberra as Associate Professor of biomedical robotics. Prior to that he has worked as Lecturer at University of Wollongong, Australia. Dr. Hussain has obtained his Ph.D. in mechanical engineering from the University of Auckland, New Zealand, in 2013. His research interests include assistive and rehabilitation robotics, compliant actuation of robots, robot mechanism design and optimization, nonlinear dynamics and control of robotic systems, human-robot interaction, biomechanical modeling, engineering education, and micro electro-mechanical systems (MEMS). Dr. Hussain has published more than 65 papers in the prestigious journals of the field.

Prof. Said Salhi has been Emeritus Professor in Operational Research/Management Science at the Kent Business School (UK) since January 2021. Prior to his appointment as Full Professor to Kent in 2005, he was at the University of Birmingham in the School of Mathematics for 15 years (Lecturer, Senior Lecturer, and Reader), and in his later three years, he acted as Head of the Management Mathematics Group. In Kent, he was also Head of the Management Science Group for over 8 years (2008-May 2017), Founder and Designer of the M.Sc. in logistics and supply chain management, and Founder of the Centre of Logistics and Heuristic Optimisation (CLHO) in 2008 which he was Director till January 2021. He obtained his B.Sc. in mathematics with major in operational research and statistics (University of Science and Technology, Algiers), M.Sc. in operational research (Institute of Mathematics, Southampton), and Ph.D. in operational research (School of Management, Lancaster).

Dr. Jagdish Chand Bansal 是新德里南亞大學的副教授（高級職級），並擔任英國利物浦霍普大學數學與計算機科學的訪問教授。他同時也是印度果阿國立技術學院的訪問教授。Bansal 博士在印度理工學院魯爾基校區獲得數學博士學位。在加入新德里南亞大學之前，他曾在印度信息技術與管理學院（ABV-IIITM）和比特斯比拉尼（BITS Pilani）擔任助理教授。他的主要研究興趣包括群體智慧和自然啟發的優化技術。最近，他提出了一種基於裂變-融合社會結構的優化算法——蜘蛛猴優化（Spider Monkey Optimization, SMO），該算法正在應用於工程領域的各種問題。他在各類國際期刊和會議上發表了超過70篇研究論文。他是由愛思唯爾出版的期刊 MethodsX 的版面編輯（主編）。他還是施普林格出版的四個書系 AIS、SADIC、ISTC 和 SST 的系列編輯。

Dr. Samarjeet Borah 目前在印度錫金的錫金曼尼帕爾大學（SMU）計算機應用系擔任教授及系主任。Borah 博士曾執行多個來自印度政府高等教育部（AICTE）、科學與技術部-中央科學研究所（DST-CSRI）等機構的資助項目。他在各類期刊和會議上發表了約90篇研究論文，並組織了多個國內外的研討會和會議。Borah 博士作為編輯或客座編輯參與了施普林格、IEEE、Inderscience 和 IGI Global 等知名書籍和期刊的編輯工作。他是美國 Apple Academic Press 出版的書籍和會議論文系列《計算與通信科學研究筆記》的主編。Borah 博士曾在多個國際會議上擔任主題演講者和受邀演講者。他的研究領域包括數據挖掘、信息安全、數據科學和機器學習。

Dr. Shahid Hussain 在堪培拉大學擔任生物醫學機器人學的副教授。在此之前，他曾在澳大利亞伍倫貢大學擔任講師。Hussain 博士於2013年在新西蘭奧克蘭大學獲得機械工程博士學位。他的研究興趣包括輔助和康復機器人、機器人的柔性驅動、機器人機構設計與優化、機器人系統的非線性動力學與控制、人機互動、生物力學建模、工程教育以及微電機系統（MEMS）。Hussain 博士在該領域的知名期刊上發表了超過65篇論文。

Prof. Said Salhi 自2021年1月以來一直擔任英國肯特商學院的運籌學/管理科學名譽教授。在2005年被任命為肯特大學的正教授之前，他在伯明翰大學數學學院工作了15年（擔任講師、高級講師和讀者），在最後三年中擔任管理數學組的組長。在肯特大學，他還擔任管理科學組的組長超過8年（2008年-2017年5月），並創立和設計了物流與供應鏈管理碩士學位課程，於2008年創立了物流與啟發式優化中心（CLHO），並擔任主任至2021年1月。他獲得了數學學士學位，主修運籌學和統計學（阿爾及利亞科學與技術大學）、運籌學碩士學位（南安普敦數學研究所）以及運籌學博士學位（蘭卡斯特管理學院）。