Proceedings of the 2nd International Conference on Big Data, Iot and Machine Learning: Bim 2023

本書匯集了一系列高品質的同行評審研究論文，這些論文是在2023年9月6日至8日於孟加拉國達卡舉辦的國際大數據、物聯網和機器學習（BIM 2023）國際會議上由孟加拉國Jahangirnagar大學和Daffodil國際大學組織的。本書涵蓋了大數據、物聯網和機器學習領域的研究論文。本書對該領域的活躍研究人員和從業人員非常有幫助。

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.

Prof. Mohammad Shamsul Arefin在日本廣島大學獲得了資訊工程博士學位，並獲得了日本MEXT的獎學金支持。他的研究領域包括數據隱私和挖掘、大數據管理、物聯網、機器學習、圖像信息處理、農業、教育和環境以及綠色計算。Arefin教授是IEEE計算機學會孟加拉國分會的主席。他是IEEE的高級會員，ACM的會員，以及IEB和BCS的會士。Arefin博士在國際期刊、專書系列和會議論文中發表了150多篇文章。他發表了40多次主題演講/邀請講座。他還從國內外獲得了大量的研究資助。

Dr. M Shamim Kaiser目前擔任孟加拉國Savar Dhaka-1342的Jahangirnagar大學信息技術學院的院長。他也是該學院的教授。他於2002年和2004年分別在孟加拉國達卡大學獲得應用物理電子和通信工程的學士和碩士學位，並於2010年在泰國亞洲理工學院獲得電信工程的博士學位。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、認知無線電網絡、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100多篇論文。他是IEEE Access Journal的副編輯，Brain Informatics Journal和Cognitive Computation Journal的客座編輯。

Prof. Dr. Touhid Bhuiyan在澳大利亞昆士蘭科技大學獲得博士學位。目前，他是孟加拉國Daffodil國際大學計算機科學與工程系的系主任。他是一名經過認證的道德黑客。他從牛津大學獲得了網絡安全：網絡風險和恢復能力證書。他曾獲得澳大利亞博士后獎（APA）和昆士蘭科技大學副校長倡議獎學金。他曾擔任孟加拉國Daffodil國際大學（DIU）的網絡安全中心主任。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。他在國內外知名期刊、書籍和會議論文中發表了超過114篇研究論文。他的研究興趣包括網絡安全、人工智能、在線學習、數據庫管理和軟件工程。

Dr. Nilanjan Dey是印度科爾卡塔的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學者，也是越南胡志明市Ton Duc Thang大學的兼職教授。此前，他曾擔任美國Global Biomedical Technologies Inc.的訪問科學家（2012-2015）。他於2015年從Jadavpur大學獲得博士學位。他是美國IGI Global的《國際環境計算和智能》期刊的主編。他是Springer Nature的《自然啟發計算》、《數據密集型研究》、《面向醫療保健的普遍感應應用》和《混合計算智能模式分析和理解》系列的共同編輯。他是IET Image Processing的副編輯，以及Springer Nature的Complex & Intelligent Systems和Elsevier的Applied Soft Computing等期刊的編委會成員。他在醫學成像、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300多篇文章。他是IETE的會士和IEEE的高級會員。

Dr. Mufti Mahmu