Recent Trends in Computational Sciences: Proceedings of the Fourth Annual International Conference on Data Science, Machine Learning and Blockchain Te

This book is a compilation of research papers and presentations from the Fourth Annual International Conference on Data Science, Machine Learning and Blockchain Technology (AICDMB 2023, Mysuru, India, 16-17 March 2023). The book covers a wide range of topics, including data mining, natural language processing, deep learning, computer vision, big data analytics, cryptography, smart contracts, decentralized applications, and blockchain-based solutions for various industries such as healthcare, finance, and supply chain management.

The research papers presented in this book highlight the latest advancements and practical applications in data science, machine learning, and blockchain technology, and provide insights into the future direction of these fields. The book serves as a valuable resource for researchers, students, and professionals in the areas of data science, machine learning, and blockchain technology.

本書是從第四屆國際數據科學、機器學習和區塊鏈技術年會（AICDMB 2023，印度迈索尔，2023年3月16日至17日）的研究論文和演示中彙編而成。本書涵蓋了多個主題，包括數據挖掘、自然語言處理、深度學習、計算機視覺、大數據分析、加密學、智能合約、去中心化應用和基於區塊鏈的解決方案，適用於醫療保健、金融和供應鏈管理等各個行業。

本書中的研究論文突出了數據科學、機器學習和區塊鏈技術的最新進展和實際應用，並提供了對這些領域未來發展方向的見解。本書對於數據科學、機器學習和區塊鏈技術領域的研究人員、學生和專業人士來說是一個寶貴的資源。

Dr. Gururaj H L is currently working as an Associate Professor in the Department of Information Technology at Manipal Institute of Technology, Bengaluru, India. He holds a Ph.D. Degree in Computer Science and Engineering from Visvesvaraya Technological University, Belagavi 2019. He has 13 years of teaching and research experience at both UG and PG levels. He is a Senior Member of IEEE and ACM. He is the founder of Wireless Internetworking Group (WiNG). Dr. Gururaj was appointed as ACM Distinguish Speaker (2018-2021) by the ACM US council and he is one among 15 speakers across India. He received a YOUNG SCIENTIST AWARD from ITS-SERB, Department of Science & Technology, Government of India in December 2016. He also received the BEST PROJECT GUIDE award consecutively for four years at Malnad College of Engineering, India during 2015, 2016, and 2017. He is an Editorial Board member of various International Journals. He has published more than 75 research articles in peer reviewed and reputed international journals. He has presented more than 30 papers at various international conferences. He worked as a reviewer for various journals and conferences. He also received Best paper awards at various National and International Conferences. He has delivered more than 100 technical talks across the globe. He has honored as Session Chair, Keynote Speaker, TPC member, Advisory committee member at National and International Seminars, Workshops, and Conferences across Globe. He received grants from CSIR and AICTE (Government o India) to organize International Conference. He has International Collaboration with top-notch researchers from the University of Texas, the University of Houston, and many more. His research interests include BlockChain Technology, Cyber Security, Wireless Sensor networks, Ad-hoc networks, IoT, Data Mining, Cloud Computing, and Machine Learning.

Dr. Pooja M R is currently working as Professor and Head in the Department of Computer Science & Engineering at Vidyavardhaka College of Engineering, Mysuru. She has more than 40 research publications in peer reviewed international journals and international conferences. Her research interests include Machine Learning and Artificial Intelligence, Big Data Analytics and Health informatics. She has received appreciation for her multidisciplinary research with substantial contributions in the field of Health Informatics and Artificial Intelligence. She is nominated as Bentham Ambassador from INDIA in recognition of her research in Medical Informatics.She has been selected as Editorial Board Member for various peer reviewed international journals. Besides being honoured as session chair she has been the member of the Technical Program Committee of various international conferences. She has delivered talks as an invited speaker at various international conferences including COPD-2021, CWC-2021, World Conference on Pediatrics and Neonatal Healthcare, Global Conference on Healthcare held in North Macedonia, Turkey, US and UK. She has been a resource person for AICTE sponsored Faculty Development Programmes on both Data Science and Cyber Security.She has been the Speaker on Data Science at Annual International Meet on Women in Data Science -2021.She is a member of various international professional Bodies. She has attended various workshops organized by AICTE for implementation of Outcome Based Education and has been a resource person for the same. As the Program Chair for AICDMB-2023, she was instrumental in planning and organizing the AICTE sponsored Fourth Annual International Conference on Data Science, Machine Learning and Blockchain Technology

Francesco Flammini got with honors his master (2003) and doctoral (2006) degrees in Computer Engineering from the University of Naples Federico II, Italy. He is currently a Full Professor of Computer Science with a focus on Cyber-Physical Systems at Mälardalen University (Sweden) and the Technical Manager of the RAILS EU funded research project about Artificial Intelligence in the railway domain. He has been a Senior Lecturer and the chair of the Cyber-Physical Systems group at Linnaeus University (Sweden). He has worked for 15 years in private and public companies, including Ansaldo STS (now Hitachi Rail) and IPZS (Italian State Mint and Polygraphic Institute), on large international projects addressing intelligent transportation systems, critical infrastructure protection and cybersecurity, as a technical leader and unit head. His most current research interests are about safe autonomous systems and trustworthy AI. He has been an ACM Distinguished Speaker, an IEEE Senior Member, the Chair of the IEEE SMC Technical Committee on Homeland Security. He is also a member of the ERCIM Working Group on Formal Methods for Industrial Critical Systems (FMICS). He has (co)authored 100+ scientific publications and he has served a s a chair, invited speaker, steering/program committee member, and editor for several ACM/IEEE-sponsored international conferences and journals.

Dr. Gururaj H L目前在印度班加羅爾的Manipal技術學院資訊技術系擔任副教授。他擁有比拉加維技術大學2019年的計算機科學和工程博士學位。他在本科和研究生教學和研究方面擁有13年的經驗。他是IEEE和ACM的高級會員。他是Wireless Internetworking Group (WiNG)的創始人。Gururaj博士被ACM美國委員會任命為ACM Distinguish Speaker（2018-2021），他是印度境內15位講者之一。他於2016年12月獲得了印度科學與技術部ITS-SERB頒發的青年科學家獎。他在印度Malnad工程學院連續四年（2015年、2016年和2017年）獲得了最佳項目指導獎。他是多個國際期刊的編輯委員會成員。他在同行評審和知名國際期刊上發表了75多篇研究文章。他在各種國際會議上發表了30多篇論文。他曾擔任各種期刊和會議的審稿人。他還在各種國家和國際會議上獲得了最佳論文獎。他在全球范圍內發表了100多次技術演講。他曾擔任國家和國際研討會、研討會和會議的會議主席、主題演講嘉賓、技術計劃委員會成員和諮詢委員會成員。他獲得了印度CSIR和AICTE（印度政府）的資助，以組織國際會議。他與德克薩斯大學、休斯頓大學等頂尖研究人員進行國際合作。他的研究興趣包括區塊鏈技術、網絡安全、無線傳感器網絡、自組網絡、物聯網、數據挖掘、雲計算和機器學習。

Dr. Pooja M R目前在印度Mysuru的Vidyavardhaka工程學院計算機科學與工程系擔任教授和系主任。她在同行評審的國際期刊和國際會議上發表了40多篇研究論文。她的研究興趣包括機器學習和人工智能、大數據分析和健康信息學。她因在醫學信息學和人工智能領域做出的重要貢獻而受到讚賞。她被提名為Bentham大使，以表彰她在醫學信息學研究方面的成就。她被選為多個同行評審的國際期刊的編輯委員會成員。除了擔任會議主席外，她還是多個國際會議的技術計劃委員會成員。她曾應邀在包括COPD-2021、CWC-2021、世界兒科和新生兒保健大會、北馬其頓、土耳其、美國和英國舉辦的各種國際會議上發表演講。她曾擔任AICTE贊助的數據科學和網絡安全的教師培訓計劃的講師。她曾在2021年的年度國際女性數據科學大會上擔任數據科學講者。她是多個國際專業機構的成員。她參加了AICTE組織的各種研討會，以實施基於結果的教育，並成為相關研討會的講師。作為AICDMB-2023的節目主席，她在計劃和組織AICTE贊助的第四屆年度國際數據科學、機器學習和區塊鏈技術會議方面發揮了重要作用。

Francesco Flammini於2003年和2006年在意大利那不勒斯大學獲得計算機工程學士和博士學位，並以優異成績畢業。他目前是瑞典馬拉達倫大學的計算機科學全職教授，專注於物聯網系統。