Computing and Machine Learning: Proceedings of CML 2024, Volume 2
暫譯: 計算與機器學習:CML 2024 會議論文集,第二卷

Bansal, Jagdish Chand, Borah, Samarjeet, Hussain, Shahid

  • 出版商: Springer
  • 出版日期: 2025-01-24
  • 售價: $8,990
  • 貴賓價: 9.5$8,541
  • 語言: 英文
  • 頁數: 476
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9819778387
  • ISBN-13: 9789819778386
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

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作者簡介

Dr. Jagdish Chand Bansal is an Associate Professor (Senior Grade) at South Asian University New Delhi and Visiting Faculty 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 an Assistant Professor at ABV- Indian Institute of Information Technology and Management Gwalior and BITS Pilani. His Primary area of interest is 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 the Section Editor (editor-in-chief) of the journal MethodsX published by Elsevier. He is the series editor of the book series Algorithms for Intelligent Systems (AIS), Studies in Autonomic, Data-driven and Industrial Computing (SADIC), and Innovations in Sustainable Technologies and Computing (ISTC) published by Springer. He is also the Associate Editor of Engineering Applications of Artificial Intelligence (EAAI) and ARRAY published by Elsevier. He is the general secretary of the Soft Computing Research Society (SCRS). He has also received Gold Medal at UG and PG levels.

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 the 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. 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 PhD 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, non-linear dynamics and control of robotic systems, human-robot interaction, biomechanical modelling, engineering education and micro electro-mechanical systems (MEMS). Dr. Hussain has published more than 65 papers in the prestigious journals of the field.

Professor 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 a 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 the 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 MSc in Logistics & 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 BSc in Mathematics with major in Operational Research & Statistics (University of Science and Technology, Algiers), MSc in Operational Research (Institute of Mathematics, Southampton) and PhD in Operational Research (School of Management, Lancaster). Professor Salhi is currently Editor in Chief for the Journal of the Operational Research Society (JORS). He chaired the European Working Group in Location Analysis (EWGLA) in 1996, the International Symposium in Combinatorial Optimisation (CO2016) in September 2016, and co-chaired the 61th British annual conference in Operational Research (OR61) in September 2019. Professor Salhi has edited several special issues including 'The Palgrave Handbook of Operations Research' published in Summer 2023. He published over 130 papers in academic journals (excluding edited proceedings and book chapters). His H-index is 37 from Scopus and 53 from Google Scholar. His number of citations is over 5K in Scopus and in Google Scholar this number is over 10K. His research is on heuristic and mathematical optimization with applications to logistics and other areas of engineering. He is among the top 2% Ranking of Scientists in the World.

作者簡介(中文翻譯)

Dr. Jagdish Chand Bansal 是新德里南亞大學的副教授(高級職級),同時也是英國利物浦霍普大學數學與計算機科學的訪問教員。他還在印度果阿國立技術學院擔任訪問教授。Bansal 博士在印度理工學院魯爾基獲得數學博士學位。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。他的主要研究領域是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),該算法已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 的版塊編輯(主編)。他還是由斯普林格出版的《智能系統算法系列》(Algorithms for Intelligent Systems, AIS)、《自動化、數據驅動和工業計算研究》(Studies in Autonomic, Data-driven and Industrial Computing, SADIC)以及《可持續技術與計算創新》(Innovations in Sustainable Technologies and Computing, ISTC)書系的系列編輯。他還是由愛思唯爾出版的《人工智慧工程應用》(Engineering Applications of Artificial Intelligence, EAAI)和 ARRAY 的副編輯。他是軟計算研究學會(SCRS)的總幹事。他在本科和研究生階段均獲得金獎。

Dr. Samarjeet Borah 目前擔任印度錫金曼尼帕爾大學(SMU)計算機應用系的教授及系主任。Borah 博士曾執行多個來自 AICTE(印度政府)、DST-CSRI(印度政府)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斯普林格、IEEE、Inderscience 和 IGI Global 的多個書籍和期刊。他是美國 Apple Academic Press 出版的《計算與通信科學研究筆記》書籍及會議論文系列的主編。Borah 博士曾在多個國際會議上擔任主題演講者及受邀演講者。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. 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、人機交互、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。

Professor Said Salhi 自2021年1月以來擔任英國肯特商學院運籌學/管理科學的名譽教授。在2005年被任命為肯特的全職教授之前,他在伯明翰大學數學學院工作了15年(講師、高級講師和讀者),並在最後三年擔任管理數學組的組長。在肯特,他還擔任管理科學組的組長超過8年(2008年-2017年5月),是物流與供應鏈管理碩士課程的創始人和設計者,並於2008年創立了物流與啟發式優化中心(CLHO),並擔任主任直到2021年1月。他在阿爾及利亞科學與技術大學獲得運籌學與統計學的數學學士學位,在南安普敦數學研究所獲得運籌學碩士學位,並在蘭卡斯特管理學院獲得運籌學博士學位。Salhi 教授目前是《運籌學會期刊》(Journal of the Operational Research Society, JORS)的主編。他於1996年主持了歐洲地點分析工作組(EWGLA),在2016年9月主持了國際組合優化研討會(CO2016),並於2019年9月共同主持了第61屆英國運籌學年會(OR61)。Salhi 教授編輯了多個特刊,包括2023年夏季出版的《Palgrave 運籌學手冊》。他在學術期刊上發表了超過130篇論文(不包括編輯的會議論文和書籍章節)。他的 H 指數在 Scopus 上為37,在 Google Scholar 上為53。他的引用次數在 Scopus 上超過5000,在 Google Scholar 上超過10000。他的研究集中在啟發式和數學優化,並應用於物流及其他工程領域。他在全球科學家排名中位列前2%。

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