Emerging Trends and Future Directions in Artificial Intelligence, Machine Learning, and Internet of Things Innovations
暫譯: 人工智慧、機器學習與物聯網創新之新興趨勢與未來方向

「北東印度人工智慧高峰會：揭示趨勢 (NEIAIS 2025)」作為一個充滿活力的平台，促進了在人工智慧領域中前沿思想和研究的交流，強調了基礎理論與實際應用的結合。此次高峰會聚集了專家、研究人員和愛好者，探討了包括機器學習 (Machine Learning)、深度學習 (Deep Learning)、計算機視覺 (Computer Vision)、自然語言處理 (Natural Language Processing)、智慧系統 (Smart Systems)、物聯網安全 (IoT Security)、網絡技術 (Network Technology) 以及人工智慧在醫療和生物醫學應用中的角色等關鍵領域。討論還深入探討了新興趨勢和計算技術，突顯了人工智慧在解決複雜現實挑戰中的變革潛力。會議獲得了熱烈的反響，吸引了來自印度各地及國外的超過120篇研究論文提交。經過嚴格的審查過程，接受了55篇高品質論文，其中超過44篇論文註冊參加高峰會的報告。透過促進跨學科合作和展示有影響力的創新，NEIAIS 2025 旨在激發持續的研究、技術成長和更廣泛的社會效益。

Dr. Khumukcham Robindro Singh received his Master's degree in Computer Application from Manipur University, Imphal, in 2007, and was awarded his Ph.D. from Gauhati University, Guwahati, Assam, in 2013. With approximately 12 years of professional experience, he is currently serving as Assistant Professor and Head of the Department of Computer Science at Manipur University, Imphal--a Central University of India. Dr. Singh is also the Chairman of the eOffice Implementation Committee, where he is actively spearheading the university's digital transformation initiatives. Additionally, he has frequently served on the College Inspection Team of the university and has been appointed as the Nodal Officer of the Ek Bharat Shreshtha Bharat (EBSB) Cell, Manipur University. A sought-after speaker, Dr. Singh has been invited by several departments within and outside the university to deliver expert talks on Artificial Intelligence and its applications. He has published around 15 research articles in reputed SCIE/Scopus indexed international journals, over 10 book chapters, and 12 papers in conference proceedings. Under his guidance, three Ph.D. scholars have successfully completed their research, and he has mentored 30 MCA major project theses. Dr. Singh has completed a major research project in collaboration with IIT Guwahati and Tezpur University, funded by the Ministry of Electronics and Information Technology (MeitY), Government of India. He has also organised two National Workshops on High Performance Computing in collaboration with CDAC Pune and IIT Kharagpur under the National Supercomputing Mission. He serves as a reviewer for several reputed international journals, and his primary research interests include Artificial Intelligence, Machine Learning, and Deep Learning.

Dr. Nazrul Hoque received his Ph.D. degree in Computer Science and Engineering from Tezpur University, Tezpur, India, in 2017. He is currently working as an Assistant Professor in the Department of Computer Science, Manipur University, Canchipur, Imphal, India. He has published more than 40 papers in international journals and referred to conference proceedings. Dr. Hoque has published papers in IEEE Communication Surveys and Tutorials, IEEE Access, Expert Systems with Applications, Computer Communications, Complex and Intelligent Systems, Security and Privacy, and Cybersecurity. He is a member of the editorial team of the Journal Scientific Reports. His research interests include Machine Learning, Network Security, and the Internet of Things.

Dr. Arnab Kumar Maji received his B.E. degree in Information Science and Engineering from Visvesvaraya Technological University (VTU) in 2003 and M.Tech in Information Technology from Bengal Engineering and Science University, Shibpur (currently IIEST, Shibpur) in 2006. He received his Ph.D. from Assam University, Silchar (a Central University of India) in 2016. He has approximately 20 years of professional experience. He is currently working as Associate Professor in the Department of Information Technology, North-Eastern Hill University, Shillong (a Central University of India). He has published around 40 articles in different reputed SCIE/SCOPUS-Indexed International Journals, more than 12 articles as book chapter, 30 papers as conference proceedings, and authored 03 books with several international Publishers like Elsevier, Springer, IEEE, MDPI, IGI Global, and McMilan International. 08 PhD scholars are successfully guided by him. He has also guided successfully 18 M.Tech theses. He is also reviewer of several reputed international journals and a guest editor for a Springer journal. 02 patents and 01 copyright are granted in his name. His Research interests include Computer Vision and Natural Language Processing.

Dr. Sabyasachi Mondal is an Associate Professor in the Department of Mathematics at North-Eastern Hill University, Shillong, Meghalaya, India. He obtained his B.Sc. (Hons.) in Mathematics, M.Sc. in Applied Mathematics, and Ph.D. in Computational Fluid Dynamics from Visva-Bharati Santiniketan, West Bengal, India. He worked as a 'Postdoctoral Research Fellow' at the University of KwaZulu-Natal, South Africa. His areas of research interest include Computational Fluid Dynamics, Heat and Mass Transport, and Nanofluid flow. With 13 years of teaching experience, he has more than 95 (SCOPUS 78) International Publications in different reputed journals, books, and conferences in his credit. Also, Dr. Mondal has published 01 Indian patent and filed 01 Indian patent recently. Dr. Mondal delivered 06 invited talks in different universities and colleges. He is an editorial board member in 06 international journals and is a reviewer for more than 50 reputed journals which include Elsevier, Springer, Wiley, and Taylor & Fransis. Dr. Mondal has received various prestigious funds and fellowships like UKZN PDF fellowship, Claude Leone Postdoctoral fellowship, and NRF travel grants. Dr. Mondal has research collaborations with various eminent scientists in India and abroad, like South Africa, Botswana, Malaysia, and Iran. His research has led to him being selected as 'Top 2% Most Influential Scientists' list published by 'Standford University and SCOPUS for the year 2022-2023 in the domain of 'Mechanical Engineering and Transports' and 'Applied Mathematics'.

Dr. Jyoti Sekhar Banerjee is currently serving as the Head of the Department of the Computer Science and Engineering (AI & ML) at the Bengal Institute of Technology, Kolkata, India. He also serves as the Professor-in-Charge, R&D and Consultancy Cell, and as the Nodal Officer of the IPR Cell at BIT. Since 2024, he also works as a Remote Researcher in the Internet of THings & AppliCAtions Lab (ITHACA) at the Department of Electrical and Computer Engineering, University of Western Macedonia, Greece. He is the former Remote Research Fellow of the Cognitive Computing and Brain Informatics Research Group (CCBI) at Nottingham Trent University (NTU), UK. Dr. Banerjee holds his Post>Doctoral Fellowship at Nottingham Trent University, UK, in the Department of Computer Science. He also completed the Post Graduate Diploma in IPR & TBM from MAKAUT, WB. He has teaching and research experience spanning 20 years and completed one IEI funded project. He is a member of the CSI, IEEE, ISTE, IEI, ISOC, IAENG, and a fellow of IETE. He presently serves as Secretary-cum-Treasurer of the ISTE WB Section and Secretary of the IETE, Kolkata Centre. He is the Immediate Past Secretary of the Computer Society of India, Kolkata Chapter. Dr. Banerjee is also elected as the Vice Chairman Cum Chairman Elect in Computer Society of India, Kolkata Chapter, for 2025-2027.

Dr. Siddhartha Bhattacharyya [FRSA, FIET (UK), FIEI, FIETE, FSCRS, LFOSI, SMIEEE, SMACM, SMAAIA, SMIETI, LMCSI, LMISTE] is currently a senior researcher at VSB - Technical University of Ostrava, Ostrava, Czech Republic. He is also a Scientific Advisor at Algebra University, Zagreb, Croatia. Prior to this, he was the Principal of Rajnagar Mahavidyalaya, Birbhum, India. Before this, he was a professor at CHRIST (Deemed to be University), Bangalore, India. He also served as the Principal of RCC Institute of Information Technology, Kolkata, India. He has also served as a Senior Research Scientist at VSB Technical University of Ostrava, Czech Republic. He is the recipient of several coveted national and international awards. He has received the Honorary Doctorate Award (D. Litt.) from the University of South America and the SEARCC International Digital Award ICT Educator in 2017. He was appointed as the ACM Distinguished Speaker for the tenure of 2018-2020. He has been appointed as the IEEE Computer Society Distinguished Visitor for 2021-2024. He is a co-author of 6 books and the co-editor of 106 books and has more than 400 research publications in international journals and conference proceedings to his credit.

Dr. Panagiotis Sarigiannidis is the Director of the ITHACA lab, co-founder of the first spin-off of the University of Western Macedonia: MetaMind Innovations P.C., and a Full Professor in the Department of Electrical and Computer Engineering at the University of Western Macedonia, Kozani, Greece. He received his B.Sc. and Ph.D. degrees in Computer Science from Aristotle University of Thessaloniki, Thessaloniki, Greece in 2001 and 2007, respectively. He has published over 360 papers in international journals, conferences, and book chapters, including IEEE Communications Surveys and Tutorials, IEEE Transactions on Communications, IEEE Internet of Things, IEEE Transactions on Broadcasting, IEEE Systems Journal, IEEE Wireless Communications Magazine, IEEE Open Journal of the Communications Society, IEEE/OSA Journal of Lightwave Technology, IEEE Transactions on Industrial Informatics, and IEEE Access and Computer Networks. He has received 6 best paper awards and the IEEE SMC TCHS Research and Innovation Award in 2023. He has been involved in several national, European and international projects, coordinating and technically leading numerous national and European projects including H2020, Horizon Europe, Erasmus+, and operational programs. His research interests include Telecommunication Networks, Internet of Things, and Network Security. He is an IEEE member and participates in the Editorial Boards of various journals, including IEEE Transactions on Communications, IET Networks, International Journal of Communication Systems, and International Journal of Information Security.

**Dr. Khumukcham Robindro Singh**於2007年在印度曼尼普爾大學（Manipur University, Imphal）獲得計算機應用碩士學位，並於2013年在高哈提大學（Gauhati University, Guwahati, Assam）獲得博士學位。擁有約12年的專業經驗，目前擔任曼尼普爾大學計算機科學系的助理教授及系主任，該校為印度的一所中央大學。Dr. Singh同時擔任電子辦公室實施委員會的主席，積極推動大學的數位轉型計畫。此外，他經常參與大學的學院檢查小組，並被任命為曼尼普爾大學Ek Bharat Shreshtha Bharat (EBSB)小組的聯絡官。作為一位受歡迎的演講者，Dr. Singh受邀在校內外的多個部門就人工智慧及其應用進行專題演講。他在知名的SCIE/Scopus索引國際期刊上發表了約15篇研究文章，超過10篇書章，以及12篇會議論文。在他的指導下，三位博士生成功完成研究，他也指導了30篇碩士學位專題論文。Dr. Singh與印度電子與資訊技術部（MeitY）合作，完成了一個與印度理工學院高哈提分校（IIT Guwahati）和特茲普爾大學（Tezpur University）共同進行的重大研究項目。他還在國家超級計算任務下，與CDAC Pune和IIT Kharagpur合作舉辦了兩場國家級高效能計算研討會。他擔任多個知名國際期刊的審稿人，主要研究興趣包括人工智慧、機器學習和深度學習。

**Dr. Nazrul Hoque**於2017年在印度特茲普爾大學（Tezpur University, Tezpur, India）獲得計算機科學與工程博士學位。目前，他在曼尼普爾大學（Manipur University, Canchipur, Imphal, India）計算機科學系擔任助理教授。他在國際期刊和會議論文集中發表了超過40篇論文。Dr. Hoque的論文發表於IEEE Communication Surveys and Tutorials、IEEE Access、Expert Systems with Applications、Computer Communications、Complex and Intelligent Systems、Security and Privacy以及Cybersecurity等期刊。他是《Scientific Reports》期刊的編輯團隊成員。其研究興趣包括機器學習、網路安全和物聯網。

**Dr. Arnab Kumar Maji**於2003年在維斯維薩拉亞科技大學（Visvesvaraya Technological University, VTU）獲得資訊科學與工程學士學位，並於2006年在孟加拉工程與科學大學（Bengal Engineering and Science University, Shibpur，現為IIEST, Shibpur）獲得資訊技術碩士學位。他於2016年在阿薩姆大學（Assam University, Silchar，印度的一所中央大學）獲得博士學位。擁有約20年的專業經驗，目前在北東山大學（North-Eastern Hill University, Shillong，印度的一所中央大學）資訊技術系擔任副教授。他在不同的知名SCIE/SCOPUS索引國際期刊上發表了約40篇文章，超過12篇書章，30篇會議論文，並與多家國際出版社如Elsevier、Springer、IEEE、MDPI、IGI Global和McMillan International共同出版了3本書籍。8位博士生在他的指導下成功完成研究，他也成功指導了18篇碩士論文。他還是多個知名國際期刊的審稿人，並擔任Springer期刊的客座編輯。其名下獲得了2項專利和1項著作權。研究興趣包括計算機視覺和自然語言處理。

**Dr. Sabyasachi Mondal**是印度梅加拉亞邦北東山大學（North-Eastern Hill University, Shillong, Meghalaya, India）數學系的副教授。他在印度西孟加拉邦的維斯瓦-巴拉提（Visva-Bharati Santiniketan）獲得數學學士（榮譽）、應用數學碩士及計算流體力學博士學位。他曾在南非夸祖魯-納塔爾大學（University of KwaZulu-Natal）擔任「博士後研究員」。他的研究興趣包括計算流體力學、熱質傳輸和納米流體流動。擁有13年的教學經驗，他在不同的知名期刊、書籍和會議上發表了超過95篇（SCOPUS 78）國際出版物。此外，Dr. Mondal已獲得1項印度專利，並最近提交了1項印度專利。他在不同的大學和學院發表了6場受邀演講。他是6本國際期刊的編輯委員會成員，並擔任超過50本知名期刊的審稿人，包括Elsevier、Springer、Wiley和Taylor & Francis。Dr. Mondal獲得了多項著名的資助和獎學金，如UKZN PDF獎學金、Claude Leone博士後獎學金和NRF旅行補助金。Dr. Mondal與印度及國外的多位著名科學家（如南非、博茨瓦納、馬來西亞和伊朗）有研究合作。他的研究使他被選為2022-2023年「斯坦福大學和SCOPUS」發表的「前2%最具影響力科學家」名單，涵蓋「機械工程與運輸」及「應用數學」領域。

**Dr. Jyoti Sekhar Banerjee**目前擔任印度加爾各答的孟加拉技術學院（Bengal Institute of Technology）計算機科學與工程（AI & ML）系主任。他還擔任研發與諮詢小組的負責教授，以及BIT的知識產權小組的聯絡官。自2024年起，他還在希臘西馬其頓大學（University of Western Macedonia）電氣與計算機工程系的物聯網與應用實驗室（ITHACA）擔任遠程研究員。他曾是英國諾丁漢特倫特大學（Nottingham Trent University, NTU）認知計算與大腦資訊研究小組（CCBI）的遠程研究員。Dr. Banerjee在英國諾丁漢特倫特大學計算機科學系獲得博士後獎學金，並在MAKAUT, WB完成了知識產權與技術商業化的研究生文憑。他擁有20年的教學和研究經驗，並完成了一個IEI資助的項目。他是CSI、IEEE、ISTE、IEI、ISOC、IAENG的成員，並且是IETE的研究員。他目前擔任ISTE WB分會的秘書兼財務主管，以及加爾各答IETE中心的秘書。他是印度計算機學會加爾各答分會的前任秘書。Dr. Banerjee還被選為2025-2027年印度計算機學會加爾各答分會的副主席兼主席候選人。

**Dr. Siddhartha Bhattacharyya** [FRSA, FIET (UK), FIEI, FIETE, FSCRS, LFOSI, SMIEEE, SMACM, SMAAIA, SMIETI, LMCSI, LMISTE] 目前是捷克共和國奧斯特拉瓦技術大學（VSB - Technical University of Ostrava）的一名高級研究員。他同時也是克羅埃西亞薩格勒布的阿爾吉布拉大學（Algebra University）的科學顧問。在此之前，他曾擔任印度比爾布姆的Rajnagar Mahavidyalaya校長。在此之前，他是印度班加羅爾的基督大學（CHRIST, Deemed to be University）的教授。他還曾擔任印度加爾各答的RCC資訊技術學院校長。他曾在捷克共和國的VSB技術大學擔任高級研究科學家。他獲得了多項國內外獎項，包括南美大學的榮譽博士學位（D. Litt.）和2017年SEARCC國際數位獎ICT教育者。他被任命為2018-2020年ACM傑出演講者，並於2021-2024年擔任IEEE計算機學會的傑出訪客。他是6本書的共同作者，106本書的共同編輯，並在國際期刊和會議論文中發表了超過400篇研究文章。

**Dr. Panagiotis Sarigiannidis**是ITHACA實驗室的主任，西馬其頓大學的首個創業公司MetaMind Innovations P.C.的共同創辦人，以及西馬其頓大學電氣與計算機工程系的全職教授。他於2001年和2007年在希臘塞薩洛尼基的亞里士多德大學（Aristotle University of Thessaloniki）獲得計算機科學的學士和博士學位。他在國際期刊、會議和書章上發表了超過360篇論文，包括IEEE Communications Surveys and Tutorials、IEEE Transactions on Communications、IEEE Internet of Things、IEEE Transactions on Broadcasting、IEEE Systems Journal、IEEE Wireless Communications Magazine、IEEE Open Journal of the Communications Society、IEEE/OSA Journal of Lightwave Technology、IEEE Transactions on Industrial Informatics、IEEE Access和Computer Networks。他獲得了6項最佳論文獎和2023年IEEE SMC TCHS研究與創新獎。他參與了多個國家、歐洲和國際項目，協調和技術領導了多個國家和歐洲項目，包括H2020、Horizon Europe、Erasmus+和運營計畫。他的研究興趣包括電信網路、物聯網和網路安全。他是IEEE會員，並參與多個期刊的編輯委員會，包括IEEE Transactions on Communications、IET Networks、International Journal of Communication Systems和International Journal of Information Security。