Proceedings of International Conference on Data Analytics and Insights: Icdai 2025, Volume 1
暫譯: 國際數據分析與洞察會議論文集：ICDAI 2025，第1卷

Nabendu Chaki is a senior member of IEEE and an associate professor in the Department of Computer Science & Engineering, University of Calcutta, India. Besides editing several volumes in LNCS, Springer, and other series, Nabendu has authored three textbooks with reputed publishers like Taylor and Francis (CRC Press), Pearson Education, etc. Dr. Chaki has published more than 100 refereed research papers in journals and international conferences. His areas of research interest include image processing, distributed systems, and network security. Dr. Chaki has also served as a research assistant professor in the Ph.D. program (Software Engineering) at US Naval Postgraduate School, Monterey, CA. He is a visiting faculty member for many universities including the University of Ca'Foscari, Venice, Italy. Dr. Chaki has contributed to SWEBOK v3 of the IEEE Computer Society as a knowledge area editor for Mathematical Foundations.

Papiya Debnath is a professor in the Department of Basic Science and Humanities (Mathematics), at Techno International New Town, Kolkata, India. She received her Master of Science in Applied Mathematics from the Indian Institute of Engineering Science and Technology, Shibpur, in 2006. She received M.Phil. degree in Applied Mathematics from the University of Calcutta, India, in 2009 and Ph.D. in Applied Mathematics from the University of Calcutta in 2019. She has 18 years of experience in teaching, research, and administration. She has published 49 papers in national, international journals, and conference proceedings, 7 book chapters, and served as the editor of 3 book, and 5 patents. She is guiding 2 Ph.D. students. She is a member of the IEEE EDS and IEEE Geoscience and Remote Sensing Society.

Nabanita Das is an associate professor in the Department of Computer Science & Engineering, Techno International New Town, Kolkata, with over 19 years of experience in the academic field. She received her Ph.D. from the University of Engineering and Management, Kolkata, India. Dr. Das has mentored numerous undergraduate students, helping them publish research papers in recognized international platforms. Her current research focuses on areas such as stock market prediction, sentiment analysis, and the application of machine learning and deep learning in practical scenarios. Dr. Das has published 28 research papers in various journals and conferences. She has published 5 patents.

Xin-She Yang obtained his DPhil in Applied Mathematics from the University of Oxford. He then worked at Cambridge University and then later at National Physical Laboratory (UK) as a Senior Research Scientist. Now he is Reader in Modelling and Optimization at Middlesex University London, and a co-Editor of the Springer Tracts in Nature-Inspired Computing. He is also an elected Fellow of the Institute of Mathematics and its Applications (FIMA, UK), Fellow of Asian Computational Intelligence Society and Fellow of Soft Computing Research Society. He was the IEEE Computational Intelligence Society (CIS) chair for the Task Force on Business Intelligence and Knowledge Management (2015 to 2020). He has edited more than 50 books and published more than 400 peer-reviewed research papers with more than 100400 citations, and he has been on the prestigious list of most influential researchers or highly-cited researchers (Web of Sciences) for ten consecutive years since 2016.

Nabendu Chaki 是 IEEE 的資深會員，並且是印度加爾各答大學計算機科學與工程系的副教授。除了編輯多本 LNCS、Springer 和其他系列的書籍外，Nabendu 還與知名出版社如 Taylor and Francis (CRC Press)、Pearson Education 等合作撰寫了三本教科書。Chaki 博士在期刊和國際會議上發表了超過 100 篇經過審核的研究論文。他的研究興趣包括影像處理、分散式系統和網路安全。Chaki 博士還曾在美國海軍研究生院（加州蒙特雷）的博士課程（軟體工程）擔任研究助理教授。他是包括意大利威尼斯的 Ca'Foscari 大學在內的多所大學的訪問教員。Chaki 博士作為數學基礎知識領域的編輯，對 IEEE 計算機學會的 SWEBOK v3 做出了貢獻。

Papiya Debnath 是印度加爾各答 Techno International New Town 基礎科學與人文學科（數學）系的教授。她於 2006 年在印度工程科學與技術學院（Shibpur）獲得應用數學碩士學位。她於 2009 年在印度加爾各答大學獲得應用數學的 M.Phil. 學位，並於 2019 年獲得應用數學的博士學位。她在教學、研究和行政方面擁有 18 年的經驗。她在國內外期刊和會議論文集中發表了 49 篇論文，撰寫了 7 篇書章，並擔任 3 本書的編輯，擁有 5 項專利。她目前指導 2 名博士生。她是 IEEE EDS 和 IEEE 地球科學與遙感學會的成員。

Nabanita Das 是印度加爾各答 Techno International New Town 計算機科學與工程系的副教授，擁有超過 19 年的學術經驗。她在印度工程與管理大學獲得博士學位。Das 博士指導了眾多本科生，幫助他們在知名國際平台上發表研究論文。她目前的研究重點包括股市預測、情感分析，以及機器學習和深度學習在實際場景中的應用。Das 博士在各種期刊和會議上發表了 28 篇研究論文，並擁有 5 項專利。

Yang Xin-She 獲得牛津大學應用數學的 DPhil 學位。隨後，他在劍橋大學工作，之後在英國國家物理實驗室擔任高級研究科學家。現在，他是倫敦邁德斯克大學的建模與優化講師，並且是 Springer Tracts in Nature-Inspired Computing 的共同編輯。他還是英國數學及其應用學會的當選院士（FIMA）、亞洲計算智能學會的院士以及軟計算研究學會的院士。他曾擔任 IEEE 計算智能學會（CIS）商業智能與知識管理工作組的主席（2015 至 2020 年）。他編輯了超過 50 本書籍，發表了超過 400 篇經過同行評審的研究論文，引用次數超過 100400 次，自 2016 年以來連續十年入選最具影響力研究者或高被引研究者（Web of Sciences）名單。