Data Science and Applications: Proceedings of Icdsa 2025, Volume 8
暫譯: 數據科學與應用：2025年國際數據科學與應用會議論文集，第8卷

Dr. Satyasai Jagannath Nanda is an associate professor in the Department of Electronics and Communication Engineering, Malaviya National Institute of Technology, Jaipur, since December 2023. He joined as an assistant professor at MNIT Jaipur in June 2013. He received the Ph.D. degree from School of Electrical Sciences, IIT Bhubaneswar, in 2013 and M.Tech. degree from Department of Electronics and Communication Engineering, NIT Rourkela, in 2009. He received the B.E. degree in Electronics and Telecommunication Engineering from Institute of Technical Education and Research (ITER), Bhubaneswar, in 2006. He was the recipient of Canadian Research Fellowship--GSEP, from Department of Foreign Affairs and International Trade (DFAIT), Government of Canada, for 2009-10. He was awarded best Ph.D. thesis award at SocProS 2015 by IIT Roorkee.

Prof. Rajendra Prasad Yadav is currently working as a professor-HAG in the Department of Electronics and Communication Engineering, Malaviya National Institute of Technology, Jaipur, Rajasthan, India. He has more than four decades of teaching and research experience. He was instrumental in starting new B.Tech., M.Tech. courses and formulating Ph.D. Ordinances for starting research work in Rajasthan Technical University (RTU) Kota and other affiliated engineering colleges as a vice chancellor of the University. He has served as HOD of Electronics and Comm. Engg., President Sports and Library, hostel warden, dean of Student Affairs at MNIT Jaipur. He was also the chief vigilance officer of MNIT Jaipur. Prof. Yadav received the Ph.D. degree from MREC Jaipur and M.Tech. degree from IIT Delhi.

Dr. Mukesh Prasad is a senior lecturer at School of Computer Science in the Faculty of Engineering and IT at UTS who has made substantial contributions to the fields of machine learning, artificial intelligence, and the Internet of Things. Mukesh's research interests include also big data, computer vision, brain computer interface, and evolutionary computation. He is working also in the evolving and increasingly important field of image processing, data analytics and edge computing, which promise to pave the way for the evolution of new applications and services in healthcare, biomedical, agriculture, smart cities, education, marketing, and finance. His research has appeared in numerous prestigious journals, including IEEE/ACM Transactions and conferences; he has written more than 100 research papers.

Mukesh Saraswat is a professor and associate dean (Innovation) at Jaypee Institute of Information Technology (JIIT), Noida, India. Prof. Saraswat obtained his Ph.D. in Computer Science & Engineering from ABV-IIITM Gwalior, India. He has more than 20 years of teaching and research experience. He has guided 04 Ph.D. students and presently guiding 04 Ph.D. students. He has published more than 80 journal and conference papers in image processing, pattern recognition, and soft computing. He was part of a successfully completed project funded by SERB, New Delhi, on image analysis. He has been an active member of many organizing committees for various conferences and workshops. He is also a faculty in charge of Jaypee Youth Club at JIIT, Noida. He is also a guest editor of the Array, Journal of Swarm Intelligence, SN Computer Science, and Journal of Intelligent Engineering Informatics. He is one of the general chairs of the International Conference on Data Science and Applications. He is also an advisory board member of the Journal MethodsX. He is also a series editor of the SCRS Book Series on Computing and Intelligent Systems (CIS). He is an active member of ACM, CSI, and SCRS Professional Bodies.

Dr. Satyasai Jagannath Nanda 是馬拉維亞國立技術學院（Malaviya National Institute of Technology, Jaipur）電子與通信工程系的副教授，自2023年12月起任職。他於2013年6月加入MNIT Jaipur擔任助理教授。他於2013年在印度理工學院布巴內斯瓦爾（IIT Bhubaneswar）的電氣科學學院獲得博士學位，並於2009年在羅爾凱拉國立技術學院（NIT Rourkela）的電子與通信工程系獲得碩士學位。他於2006年在布巴內斯瓦爾技術教育與研究學院（Institute of Technical Education and Research, ITER）獲得電子與電信工程的學士學位。他曾獲得加拿大外交與國際貿易部（Department of Foreign Affairs and International Trade, DFAIT）頒發的加拿大研究獎學金（Canadian Research Fellowship--GSEP），任期為2009-10。他於2015年在SocProS獲得印度理工學院魯爾基（IIT Roorkee）頒發的最佳博士論文獎。

Prof. Rajendra Prasad Yadav 目前在印度拉賈斯坦邦的馬拉維亞國立技術學院（Malaviya National Institute of Technology, Jaipur）電子與通信工程系擔任教授-HAG。他擁有超過四十年的教學和研究經驗。他在擔任大學副校長期間，對於開設新的B.Tech.和M.Tech.課程以及制定博士學位條例以啟動拉賈斯坦技術大學（Rajasthan Technical University, RTU）科塔及其他附屬工程學院的研究工作起到了重要作用。他曾擔任電子與通信工程系主任、體育與圖書館主席、宿舍管理員及MNIT Jaipur學生事務院長。他還曾擔任MNIT Jaipur的首席監察官。Yadav教授在MREC Jaipur獲得博士學位，並在印度理工學院德里（IIT Delhi）獲得碩士學位。

Dr. Mukesh Prasad 是悉尼科技大學（UTS）工程與資訊技術學院計算機科學學校的高級講師，他在機器學習、人工智慧和物聯網領域做出了重要貢獻。Mukesh的研究興趣還包括大數據、計算機視覺、大腦計算機介面和進化計算。他也在不斷發展且日益重要的影像處理、數據分析和邊緣計算領域工作，這些領域有望為醫療保健、生物醫學、農業、智慧城市、教育、市場營銷和金融等新應用和服務的演變鋪平道路。他的研究成果發表在多個知名期刊上，包括IEEE/ACM Transactions和各大會議；他已撰寫超過100篇研究論文。

Mukesh Saraswat 是印度諾伊達的傑普伊資訊技術學院（Jaypee Institute of Information Technology, JIIT）的教授及創新副院長。Saraswat教授在印度Gwalior的ABV-IIITM獲得計算機科學與工程的博士學位。他擁有超過20年的教學和研究經驗。他已指導4名博士生，並目前正在指導4名博士生。他在影像處理、模式識別和軟計算領域發表了超過80篇期刊和會議論文。他曾參與一個由新德里SERB資助的影像分析成功完成的項目。他是多個會議和研討會組織委員會的活躍成員。他還是JIIT諾伊達的傑普伊青年俱樂部負責教師。他也是《Array》、《Journal of Swarm Intelligence》、《SN Computer Science》和《Journal of Intelligent Engineering Informatics》的客座編輯。他是國際數據科學與應用會議的總主席之一，也是《MethodsX》期刊的顧問委員會成員。他還是計算與智能系統（CIS）SCRS書系的系列編輯。他是ACM、CSI和SCRS專業機構的活躍成員。