Proceedings of International Conference on Artificial Intelligence and Networks: Icain 2025, Volume 1
暫譯: 國際人工智慧與網路會議論文集：Icain 2025，第1卷

本書呈現了2025年國際人工智慧與網路會議（ICAIN 2025）中選定的論文，該會議由比特斯比拉尼大學杜拜校區主辦，並與印度信息技術學院阿拉哈巴德分校及Universal Inovator合作，於2025年10月6日至7日舉行。本書涵蓋的主題包括深度學習、機器學習、自然語言處理、數據科學與分析、網絡安全與隱私、雲計算，以及無線和移動網絡。

Prof. Bal Virdee graduated with a B.Sc. (Engineering) honours in communication engineering and M.Phil. from Leeds University, UK. He obtained his Ph.D. from the University of North London, UK. He worked as Academic at Open University and Leeds University. Prior to this, he was Research and Development Electronic Engineer in the Future Products Dept. at Teledyne Defence (formerly Filtronic Components Ltd., Shipley, West Yorkshire) and at PYE TVT (Philips) in Cambridge. He has held numerous duties and responsibilities at the university, i.e., Health and Safety Officer, Postgraduate Tutor, Examination's Officer, Admission's Tutor, Short Course Organizer, and Course Leader for M.Sc./M.Eng. Satellite Communications, B.Sc. Communications Systems, and B.Sc. Electronics.

Prof. Sérgio Duarte Correia received his diploma in electrical and computer engineering from the University of Coimbra, Portugal, in 2000, the master's degree in industrial control and maintenance systems from Beira Interior University, Covilhã, Portugal, in 2010, and the Ph.D. in electrical and computer engineering from the University of Coimbra, Portugal, in 2020. Currently, he is Associate Professor at the Portalegre Polytechnic University, Portugal. He is also Researcher at COPELABS--Cognitive and People-centric Computing Research Center, Lusofona University of Humanities and Technologies, Lisbon, Portugal, and VALORIZA--Research Center for Endogenous Resource Valorization, Portalegre Polytechnic University, Portalegre, Portugal, and has worked with several private companies for more than 20 years.
Prof. (Dr.) Abhishek Swaroop completed his B.Tech. (CSE) from GBP University of Agriculture & Technology, M.Tech. from Punjabi University Patiala, and Ph.D. from NIT Kurukshetra. He has industrial experience of 8 years in organizations like Usha Rectifier Corporations and Envirotech Instruments Pvt. Limited. He has 22 years of teaching experience. He is actively engaged in research. He has more than 60 quality publications out of which 8 are SCI and 16 Scopus. Two of his Ph.D. scholars have completed his Ph.D. from NIT Kurukshetra and IIT Dhanbad. He is currently supervising a Ph.D. student from AKTU Lucknow.

Dr. Narina Thakur completed her Ph.D. in computer science and engineering from Amity University Uttar Pradesh, India, in 2019, with a focus on information retrieval and machine learning. She earned a gold medal for her bachelor of technology (B.Tech.) in computer science and engineering from Himachal Pradesh University and holds a master of technology (M.Tech.) in information technology from Punjab Technical University, India. Currently, Dr. Thakur serves as Head of the Research and Innovation Committee and is Assistant Professor in the Department of Computing at the University of Stirling, RAK Campus, UAE. Dr. Thakur has published 5 SCI-SCIE indexed and more than 75 research papers in peer reviewed Scopus Indexed International Journals, ACM SIGARCH, Elsevier, IEEE, and International Conferences. She has authored several books on algorithms, programming, and operating systems. Her research areas include computational intelligence, artificial intelligence, computer vision, and IoT.

Dr. Sujala Deepak Shetty is Associate Professor and Head in the department of computer science. She is working with BITS Pilani, Dubai Campus, since September 2002. She has wide academic and research experience. She has handled significant administrative responsibilities. She has handled classes for both undergraduate, postgraduate, and distance education students. Her research areas are big data, artificial intelligence, IoT, web services, NLP. She completed her bachelor's from Bangalore Institute of Technology in 1994, her master's from Manipal Institute of Technology in 2004, and her Ph.D. from BITS Pilani, Pilani Campus, in 2010, respectively.

巴爾·維爾迪教授（Prof. Bal Virdee）於英國利茲大學獲得通信工程的榮譽理學士學位（B.Sc. (Engineering)）及碩士研究學位（M.Phil.），並在英國北倫敦大學獲得博士學位（Ph.D.）。他曾在開放大學和利茲大學擔任學術職位。在此之前，他曾在泰萊丁國防公司（Teledyne Defence，前身為Filtronic Components Ltd.，位於西約克郡的希普利）和劍橋的PYE TVT（飛利浦）擔任研究與開發電子工程師。他在大學中擔任過多項職務，包括健康與安全官、研究生導師、考試官、招生導師、短期課程組織者，以及碩士/工程碩士衛星通信、理學士通信系統和理學士電子學的課程負責人。

塞爾吉奧·杜阿特·科雷亞教授（Prof. Sérgio Duarte Correia）於2000年在葡萄牙科英布拉大學獲得電氣與計算機工程學位，2010年在葡萄牙科維良的比拉內爾大學獲得工業控制與維護系統碩士學位，並於2020年在葡萄牙科英布拉大學獲得電氣與計算機工程博士學位（Ph.D.）。目前，他是葡萄牙波爾塔萊格理工大學的副教授，同時也是葡萄牙里斯本的Lusofona人文與技術大學COPELABS—以認知和以人為中心的計算研究中心及波爾塔萊格理工大學VALORIZA—內生資源增值研究中心的研究員，並與多家私營公司合作超過20年。

阿比謝克·斯瓦羅普教授（Prof. (Dr.) Abhishek Swaroop）於GBP農業與技術大學獲得計算機科學與工程的學士學位（B.Tech. (CSE)），在旁遮普大學（Punjabi University Patiala）獲得碩士學位（M.Tech.），並在NIT庫魯克舍特拉獲得博士學位（Ph.D.）。他在Usha Rectifier Corporations和Envirotech Instruments Pvt. Limited等機構擁有8年的工業經驗，並擁有22年的教學經驗。他積極參與研究，擁有超過60篇高品質的出版物，其中8篇為SCI，16篇為Scopus。他的兩位博士生已在NIT庫魯克舍特拉和IIT丹巴德完成博士學位，目前他正在指導一位來自AKTU盧克諾的博士生。

納里娜·塔庫爾博士（Dr. Narina Thakur）於2019年在印度阿米提大學獲得計算機科學與工程的博士學位，專注於信息檢索和機器學習。她在喜馬偕爾邦大學獲得計算機科學與工程的技術學士學位（B.Tech.）並獲得金獎，並在印度旁遮普技術大學獲得信息技術的碩士學位（M.Tech.）。目前，塔庫爾博士擔任阿聯酋斯特靈大學RAK校區計算系的助理教授及研究與創新委員會的負責人。她已在SCI-SCIE索引的期刊上發表5篇論文，並在同行評審的Scopus索引國際期刊、ACM SIGARCH、Elsevier、IEEE及國際會議上發表超過75篇研究論文。她著有多本有關算法、編程和操作系統的書籍。她的研究領域包括計算智能、人工智能、計算機視覺和物聯網（IoT）。

蘇賈拉·迪帕克·謝提博士（Dr. Sujala Deepak Shetty）是計算機科學系的副教授及系主任，自2002年9月以來一直在比拉尼的BITS大學（Dubai Campus）工作。她擁有廣泛的學術和研究經驗，並承擔過重要的行政職責。她教授本科生、研究生及遠程教育學生的課程。她的研究領域包括大數據、人工智能、物聯網、網絡服務和自然語言處理（NLP）。她於1994年在班加羅爾技術學院獲得學士學位，於2004年在馬尼帕爾技術學院獲得碩士學位，並於2010年在比拉尼的BITS大學獲得博士學位。