Emotion and Facial Recognition in Artificial Intelligence: Sustainable Multidisciplinary Perspectives and Applications
暫譯: 人工智慧中的情感與臉部識別：可持續的多學科視角與應用

Dr. Khadija Slimani, isa senior member of IEEE, has built a notable career in both academia and research. She earned her Ph.D. through a collaborative program between the University of Ibn Tofail in Morocco and the University of Technology of Belfort Montbéliard (UTBM) in France. This joint supervision highlights her commitment to academic excellence and her skill in integrating cross-cultural research environments. Dr. Slimani's doctoral research covered a broad range of topics, including machine learning, deep learning, pattern recognition, and computer vision, with a specific focus on academic emotion recognition. Her interdisciplinary approach, enriched by experiences in both Moroccan and French academic settings, has contributed significantly to the global perspective of her work. After completing her Ph.D., Dr. Slimani advanced her expertise through a postdoctoral position at the University of Poitiers, France. Her innovative use of AI methodologies aimed to enhance video content filtering for improved security.
Mr. Vinay Aseri is an assistant professor of cybersecurity and digital forensics at the Narnarayan Shastri Institute of Technology--Institute of Forensic Sciences & Cyber Security (NSIT-IFSCS), affiliated with the National Forensic Sciences University (NFSU), Ministry of Home Affairs, Government of India. He holds a postgraduate degree in forensic science, a PG diploma in information technology and security, and a diploma in photography in forensic science. He completed his higher education in forensic science from India's pioneering National Security & Police University. Mr. Aseri's research interests focus on digital forensics, cybersecurity, and artificial intelligence for national security. He has also edited eight Scopus-indexed books with reputed publishers, including Elsevier and CRC Press, and is involved in multiple ongoing research projects and international collaborations in the domains of digital forensics and cybersecurity. He served as an assistant researcher with the National Investigation Agency (NIA).
Dr. Samira KHOULJI is a professor in electronics, telecommunications, and computer science at the National School of Applied Sciences in Tetuan (ENSATE) of Morocco, where she also serves as the coordinator for the Telecommunications and Networks Engineering program for engineering students. She holds the position of the director of the "Innovative Systems Engineering" (ISI) research laboratory. Previously, she was the head of the Department of Statistics and Computer Science at the multidisciplinary faculty in Tétouan, where she was responsible for the professional programs in "Tourism and ICT" and "Management of Information Systems (MSI)," as well as the coordinator for the Specialized Master's program in "Management of Information Systems and Multimedia (MSIM)." Dr. Samira KHOULJI has actively participated in various committees and councils and has coordinated teaching modules in physics, computer science, and telecommunications at the multidisciplinary faculty and ENSAT in Tétouan.

Dr. Khadija Slimani 是 IEEE 的資深會員，在學術界和研究領域建立了顯著的職業生涯。她通過摩洛哥伊本托法伊爾大學與法國貝爾福蒙貝利亞科技大學（UTBM）之間的合作計劃獲得了博士學位。這種聯合指導突顯了她對學術卓越的承諾以及在跨文化研究環境中整合的能力。Slimani 博士的博士研究涵蓋了廣泛的主題，包括機器學習、深度學習、模式識別和計算機視覺，特別專注於學術情感識別。她的跨學科方法，受到摩洛哥和法國學術環境的經驗豐富，對她工作的全球視角做出了重要貢獻。在完成博士學位後，Slimani 博士通過在法國普瓦捷大學的博士後職位進一步提升了她的專業知識。她創新地使用人工智慧方法，旨在增強視頻內容過濾以提高安全性。

Vinay Aseri 先生是印度內政部國家法醫科學大學（NFSU）所屬的 Narnarayan Shastri Institute of Technology--Institute of Forensic Sciences & Cyber Security (NSIT-IFSCS) 的網絡安全和數位取證助理教授。他擁有法醫科學的研究生學位、資訊技術與安全的研究生文憑，以及法醫科學攝影的文憑。他在印度的先驅性國家安全與警察大學完成了法醫科學的高等教育。Aseri 先生的研究興趣集中在數位取證、網絡安全和國家安全的人工智慧上。他還編輯了八本由知名出版社（包括 Elsevier 和 CRC Press）出版的 Scopus 索引書籍，並參與多個正在進行的研究項目和國際合作，涉及數位取證和網絡安全領域。他曾擔任國家調查局（NIA）的助理研究員。

Samira KHOULJI 博士是摩洛哥特圖安應用科學國立學校（ENSATE）電子學、電信和計算機科學的教授，並擔任工程學生的電信與網絡工程課程的協調員。她擔任「創新系統工程」（ISI）研究實驗室的主任。此前，她曾擔任特圖安多學科學院統計與計算機科學系的主任，負責「旅遊與資訊通信技術」和「資訊系統管理（MSI）」的專業課程，以及「資訊系統與多媒體管理（MSIM）」的專業碩士課程的協調員。KHOULJI 博士積極參與各種委員會和理事會，並在特圖安的多學科學院和 ENSAT 協調物理、計算機科學和電信的教學模組。