Proceedings of the 2nd International Conference on Big Data, Iot and Machine Learning: Bim 2023
暫譯: 第二屆國際大數據、物聯網與機器學習會議論文集：BIM 2023

本書匯集了在2023年9月6日至8日於孟加拉達卡舉行的國際大數據、物聯網與機器學習會議（BIM 2023）上發表的高品質同行評審研究論文，該會議由孟加拉的賈漢基爾納大學和達佛迪國際大學主辦。本書涵蓋了大數據、物聯網和機器學習領域的研究論文，對於該領域的活躍研究者和實務工作者非常有幫助。

Prof. Mohammad Shamsul Arefin received his Doctor of Engineering Degree in Information Engineering from Hiroshima University, Japan, with support of the scholarship of MEXT, Japan. His research includes data privacy and mining, big data management, IoT, machine learning, image information processing, IT for agriculture, education and environment and green computing. Prof. Arefin is the Chair of IEEE Computer Society Bangladesh Chapter. He is a senior member of IEEE, a member of ACM and a fellow of IEB and BCS. Dr. Arefin has more than 150 referred publications in international journals, book series and conference proceedings. He delivered more than 40 keynote speeches/ invited talks. He also received a good number of research grants/funds from home and abroad.

Dr. M Shamim Kaiser is currently working as the director of the Institute of Information Technology of Jahangirnagar University, Savar, Dhaka-1342, Bangladesh. He is also a professor at the IIT. He received his Bachelor's and Master's degrees in Applied Physics Electronics and Communication Engineering from the University of Dhaka, Bangladesh, in 2002 and 2004, respectively, and the Ph. D. degree in Telecommunication Engineering from the Asian Institute of Technology, Thailand, in 2010. His current research interests include data analytics, machine learning, wireless network and signal processing, cognitive radio network, big data and cyber security, and renewable energy. He has authored more than 100 papers in different peer-reviewed journals and conferences. He is an associate editor of the IEEE Access Journal and guest editor of Brain Informatics Journal and Cognitive Computation Journal.

Prof. Dr. Touhid Bhuiyan has received his Ph.D. from Queensland University of Technology, Australia. Currently, he is the head of the Department of Computer Science and Engineering, Daffodil International University, Bangladesh. He is a certified ethical hacker. He has received the Cyber Security: Cyber Risk and Resilience certificate from the University of Oxford. He is the recipient of the Australian Postgraduate Award (APA) and Deputy Vice-Chancellor's Initiative Scholarship from QUT, Australia. He was the director of the Cyber Security Centre, Daffodil International University (DIU), Bangladesh. His research interests are in cyber security, intelligent recommendations, social network, trust management, big data analytics, e-Health, e-Learning, etc. He has more than 114 research publications in renowned national and international journals, books and conference proceedings. His research interest includes cyber security, artificial intelligence, online learning, database management and software engineering.

Dr. Nilanjan Dey is an Associate Professor in the Department of Computer Science and Engineering, Techno International New Town, Kolkata, India. He is a visiting fellow of the University of Reading, UK. He also holds a position as an Adjunct Professor at Ton Duc Thang University, Ho Chi Minh City, Vietnam. Previously, he held an honorary position as a Visiting Scientist at Global Biomedical Technologies Inc., CA, USA (2012-2015). He was awarded his PhD from Jadavpur University in 2015. He is the Editor-in-Chief of the International Journal of Ambient Computing and Intelligence, IGI Global, USA. He is the Series Co-Editor of Springer Tracts in Nature-Inspired Computing (Springer Nature), Data-Intensive Research(Springer Nature), Advances in Ubiquitous Sensing Applications for Healthcare, Elsevier and Hybrid Computational Intelligence for Pattern Analysis and Understanding, Elseviser. He is an associate editor ofIET Image Processing and editorial board member of Complex & Intelligent Systems, Springer Nature, Applied Soft Computing, Elsevier, etc. He has 35 authored books and over 300 publications in the area of medical imaging, machine learning, computer aided diagnosis, data mining, etc. He is a Fellow of IETE and Senior member of IEEE.

Dr. Mufti Mahmud is an associate professor of Cognitive Computing at the Department of Computer Science of Nottingham Trent University (NTU). He is a fellow of the Higher Education Academy, a senior member of the Institute of Electrical and Electronics Engineers (IEEE) and the Association of Computing Machinery (ACM), and a professional member of the British Computer Society (BCS). Dr. Mahmud has been listed among the top 2% cited scientists worldwide in computer science (2020) and has been the winner of the 2021 Vice-Chancellor's Outstanding Research Award for Early Career Researchers. Dr. Mahmud is a section editor (big data analytics) of the Cognitive Computation Journal, regional editor (Europe) of the Brain Informatics Journal and associate editor (neuroprosthetics) of the Frontiers in Neuroscience Journal.

教授 Mohammad Shamsul Arefin 獲得日本廣島大學資訊工程博士學位，並獲得日本文部科學省（MEXT）的獎學金支持。他的研究領域包括數據隱私與挖掘、大數據管理、物聯網、機器學習、影像資訊處理、農業、教育與環境的資訊技術以及綠色計算。Arefin 教授是 IEEE 電腦學會孟加拉分會的主席。他是 IEEE 的資深會員、ACM 的會員以及 IEB 和 BCS 的院士。Arefin 博士在國際期刊、書籍系列和會議論文集中發表了超過 150 篇經過審核的出版物。他曾發表超過 40 場主題演講/受邀演講，並獲得了來自國內外的多項研究資助。

M Shamim Kaiser 博士目前擔任孟加拉達卡薩瓦爾的賈漢基爾納格大學資訊技術研究所所長，同時也是該所的教授。他於 2002 年和 2004 年分別在孟加拉達卡大學獲得應用物理電子學和通訊工程的學士及碩士學位，並於 2010 年在泰國亞洲科技大學獲得電信工程博士學位。他目前的研究興趣包括數據分析、機器學習、無線網絡和信號處理、認知無線網絡、大數據和網絡安全以及可再生能源。他在不同的同行評審期刊和會議上發表了超過 100 篇論文。他是 IEEE Access Journal 的副編輯，並擔任 Brain Informatics Journal 和 Cognitive Computation Journal 的客座編輯。

Touhid Bhuiyan 教授博士畢業於澳大利亞昆士蘭科技大學。目前，他是孟加拉達佛迪國際大學計算機科學與工程系的系主任。他是一名認證的道德駭客，並獲得了牛津大學的網絡安全：網絡風險與韌性證書。他是澳大利亞研究生獎（APA）和昆士蘭科技大學副校長倡議獎學金的獲得者。他曾擔任達佛迪國際大學（DIU）網絡安全中心的主任。他的研究興趣包括網絡安全、智能推薦、社交網絡、信任管理、大數據分析、電子健康、電子學習等。他在知名的國內外期刊、書籍和會議論文集中發表了超過 114 篇研究出版物。他的研究興趣包括網絡安全、人工智慧、在線學習、數據庫管理和軟體工程。

Nilanjan Dey 博士是印度加爾各答 Techno International New Town 計算機科學與工程系的副教授。他是英國雷丁大學的訪問研究員，同時在越南胡志明市的董德湯大學擔任兼任教授。此前，他曾在美國加州的 Global Biomedical Technologies Inc. 擔任訪問科學家（2012-2015）。他於 2015 年在賈達夫普爾大學獲得博士學位。他是國際環境計算與智能期刊（International Journal of Ambient Computing and Intelligence，IGI Global, USA）的主編，也是 Springer Tracts in Nature-Inspired Computing（Springer Nature）、Data-Intensive Research（Springer Nature）、Advances in Ubiquitous Sensing Applications for Healthcare（Elsevier）和 Hybrid Computational Intelligence for Pattern Analysis and Understanding（Elsevier）的系列共同編輯。他是 IET Image Processing 的副編輯，並擔任 Springer Nature 的 Complex & Intelligent Systems、Elsevier 的 Applied Soft Computing 等期刊的編輯委員會成員。他在醫學影像、機器學習、計算機輔助診斷、數據挖掘等領域發表了 35 本著作和超過 300 篇出版物。他是 IETE 的院士和 IEEE 的資深會員。

Mufti Mahmud 博士是英國諾丁漢特倫特大學（NTU）計算機科學系的認知計算副教授。他是高等教育學院的院士、電氣與電子工程師協會（IEEE）的資深會員以及計算機協會（ACM）的資深會員，並且是英國計算機學會（BCS）的專業會員。Mahmud 博士在 2020 年被列為全球計算機科學領域前 2% 被引用的科學家，並獲得 2021 年副校長傑出研究獎（Early Career Researchers）。Mahmud 博士是 Cognitive Computation Journal 的區域編輯（大數據分析）、Brain Informatics Journal 的區域編輯（歐洲）以及 Frontiers in Neuroscience Journal 的副編輯（神經義肢）。