商品描述
This book features original, peer-reviewed research papers presented at the International Conference on Recent Trends in Artificial Intelligence and Data Sciences--CONFLUENCE 2025. It aims to showcase the latest developments in various fields of data science and computational techniques. The topics covered include artificial intelligence, machine learning, data science, deep learning, soft computing, and other computational methodologies. The papers share recent findings on the aforementioned topics, making this book is a valuable resource for researchers, scientists, industry professionals, and students alike.
商品描述(中文翻譯)
本書收錄了在2025年國際人工智慧與數據科學最新趨勢會議（CONFLUENCE 2025）上發表的原創、經過同行評審的研究論文。其目的是展示數據科學和計算技術各領域的最新發展。涵蓋的主題包括人工智慧、機器學習、數據科學、深度學習、軟計算及其他計算方法論。這些論文分享了上述主題的最新研究成果，使本書成為研究人員、科學家、業界專業人士及學生的重要資源。
作者簡介
Sanjeev Thakur earned his bachelor's and master's degrees from the University of Delhi and subsequently completed his PhD from Amity University. He began his career in industry, working as an engineer for about four years, followed by a year as a Research Associate at IIT Delhi before transitioning to academia. Dr. Thakur has over 25 years of experience in teaching, research, and academic administration. He serves as Professor and Head of Department at Amity School of Engineering and Technology, and as Coordinator for the Network and Cloud Computing Research Group at ASET Noida. He has authored and co-authored over 60 papers in journals and conferences of international repute. Rakesh Garg is working as an associate professor in the Department of Computer Science & Engineering at Gurugram University, Gurugram, Haryana, India. His research interests include component-based software engineering, software reliability, and multi-criteria decision-making optimization. He has published more than 50 research papers in highly reputed international journals indexed. Shilpi Sharma is a professor in the Department of Computer Science and Engineering at Amity University, Uttar Pradesh, with over 25 years of teaching experience. Her research interests encompass network security, quantum computing, cyber security, cloud computing and social networks, focusing on securing networks, protecting systems from cyber threats, and exploring the dynamics of social networks. Dr. Sharma has authored over 100+ research papers published in international journals and presented at conferences, contributing significantly to the academic and practical understanding of technology and security challenges. She has actively participated in the academic community as a Technical Program Committee member, reviewer, and session chair for various international conferences. Additionally, Dr. Sharma has filed 7 patents, 2 of which have been granted. Dr. Sharma is also a member of several esteemed organizations, including IEEE, ACM, IET, IAENG, and UACEE and is currently guiding 04 research scholars. Debabrata Samanta is the Department Chair and Assistant Professor at the Department of Computing and Information Technologies, Rochester Institute of Technology--RIT Tirana, located on Asim Vokshi Street, Tirana, Albania, Europe. His expertise spans a wide range of fields including SAR image analysis, video surveillance, heuristic algorithms for image classification, deep learning frameworks for detection and classification, blockchain, statistical modeling, wireless ad hoc networks, and natural language processing. He has completed six consultancy projects and holds 22 patents (including 4 Indian design patents and 2 granted Australian patents, with 16 Indian patents published), along with 2 copyrights. Dr. Samanta has authored and co-authored over 260 research papers in international journals and conference proceedings. He has co-authored 13 books, co-edited 23 books, and contributed to 17 book chapters.
作者簡介(中文翻譯)
Sanjeev Thakur 於德里大學獲得學士和碩士學位，隨後在阿米提大學完成博士學位。他的職業生涯始於工業界，擔任工程師約四年，之後在德里印度理工學院擔任研究助理一年，然後轉向學術界。Thakur 博士在教學、研究和學術管理方面擁有超過 25 年的經驗。他目前擔任阿米提工程與技術學院的教授及系主任，並擔任 ASET Noida 的網路與雲端計算研究小組協調員。他已在國際知名的期刊和會議上發表和共同發表超過 60 篇論文。
Rakesh Garg 目前在印度哈里亞納邦古魯格拉姆大學的計算機科學與工程系擔任副教授。他的研究興趣包括基於元件的軟體工程、軟體可靠性和多準則決策優化。他已在多個高度知名的國際期刊上發表超過 50 篇研究論文。
Shilpi Sharma 是阿米提大學（北方邦）計算機科學與工程系的教授，擁有超過 25 年的教學經驗。她的研究興趣涵蓋網路安全、量子計算、網路安全、雲端計算和社交網路，專注於保護網路、保護系統免受網路威脅，以及探索社交網路的動態。Sharma 博士已發表超過 100 篇研究論文於國際期刊並在會議上報告，對技術和安全挑戰的學術及實踐理解做出了重要貢獻。她積極參與學術社群，擔任各種國際會議的技術程序委員會成員、審稿人和會議主席。此外，Sharma 博士已申請 7 項專利，其中 2 項已獲得批准。Sharma 博士也是多個知名組織的成員，包括 IEEE、ACM、IET、IAENG 和 UACEE，目前指導 4 位研究學者。
Debabrata Samanta 是羅徹斯特理工學院（RIT Tirana）計算與資訊技術系的系主任及助理教授，該校位於阿爾巴尼亞的地拉那 Asim Vokshi 街。他的專業涵蓋多個領域，包括 SAR 圖像分析、視頻監控、圖像分類的啟發式演算法、檢測和分類的深度學習框架、區塊鏈、統計建模、無線即時網路和自然語言處理。他已完成六個顧問項目，擁有 22 項專利（包括 4 項印度設計專利和 2 項已授權的澳大利亞專利，並有 16 項印度專利已發表），以及 2 項著作權。Samanta 博士已在國際期刊和會議論文集中發表和共同發表超過 260 篇研究論文。他共同撰寫了 13 本書，擔任 23 本書的共同編輯，並為 17 章書籍貢獻內容。
