Mr. Vincent Gbouna Zakka - Human Behaviour Analysis in Smart Environment - Best Researcher Award

Aston University - United Kingdom

Author Profile

Early academic pursuits 🎓

Vincent Gbouna Zakka embarked on his academic journey with a bachelor's degree in electronics information engineering from liaoning university of technology, where he excelled as one of the top students in his department. his passion for technology led him to pursue a master's in mechatronic engineering at zhejiang university, focusing on robotics and smart systems. currently, he is deepening his expertise as a ph.d. candidate in computer science at aston university, where he is exploring human behavior analysis in smart environments.

Professional endeavors 💻

Vincent's professional experience is enriched with roles across prestigious institutions. from his position as a research assistant at westlake university and the hong kong polytechnic university, to his current role as a postgraduate teaching assistant at aston university, vincent has consistently contributed to cutting-edge research in human-robot collaboration and smart building technologies. his work bridges academia and real-world applications, making significant strides in ambient assisted living and user-centered systems.

Contributions and research focus 🔬

Vincent's research is centered on human behavior analysis within smart environments, particularly in areas like activity recognition and user trust in monitoring Human Behaviour Analysis in Smart Environment systems. his work aims to enhance ambient assisted living and ageing in place by integrating advanced monitoring technologies. in addition, his focus extends to human-robot collaboration, smart building control systems, and vision-based technologies that optimize user experience and comfort in home environments.

Accolades and recognition 🏅

Vincent’s exceptional contributions to his field have earned him multiple accolades. most notably, he won the best paper award at the 22nd international conference on construction applications of virtual reality in 2022, and recently secured the runner-up spot for best paper at the international conference on ai in healthcare in Human Behaviour Analysis in Smart Environment 2024. his academic excellence was also recognized early in his career, with awards like the ministerial special scholarship for excellence from the f.c.t. scholarship board.

Impact and influence 🌟

Vincent’s work is shaping the future of smart technologies and human-robot interactions. by focusing on user acceptance and trust in monitoring systems, his research has the potential to improve how individuals interact with technology in everyday life, particularly in ageing populations. his innovative solutions are Human Behaviour Analysis in Smart Environment contributing to smarter, safer, and more adaptive living environments, influencing both academic research and real-world applications.

Legacy and future contributions 🔮

Vincent Gbouna Zakka is building a legacy of interdisciplinary research that blends computer science, robotics, and smart technology with human-centered design. his forward-thinking approach ensures that his work will continue to influence the development of intelligent systems that improve quality of life. with ongoing research and upcoming contributions to the fields of ambient assisted living and smart environments, vincent's future impact is bound to be profound.

Notable Publications

Title: User-interactive robot skin with large-area scalability for safer and natural human-robot collaboration in future telehealthcare
Authors: ZV Gbouna, G Pang, G Yang, Z Hou, H Lv, Z Yu, Z Pang
Journal: IEEE Journal of Biomedical and Health Informatics 25 (12), 4276-4288 (2021)
Title: The impact of personal environmental control on the performance of thermal systems: Building energy consumption, occupant thermal comfort, and productivity
Authors: K Xie, M Lee, R Khalid, VG Zakka
Journal: Energy and Buildings 298, 113552 (2023)
Title: Eyes on nature: Embedded vision cameras for multidisciplinary biodiversity monitoring
Authors: KFA Darras, M Balle, W Xu, Y Yan, VG Zakka, M Toledo-Hernández, ...
Journal: BioRxiv, 2023.07.26.550656 (2023)
Title: Facile fabrication of highly soft tactile sensor based on porous sponge with geometry effect on sensing characteristics
Authors: W Heng, G Pang, ZV Gbouna, Z Pang, K Yi, H Yang, G Yang
Journal: 2019 IEEE International Flexible Electronics Technology Conference (IFETC), 1-3 (2019)
Title: A Generalized Thermal Comfort Model using Thermographic Images and Compact Convolutional Transformers: Towards Scalable and Adaptive Occupant Comfort Optimization
Authors: VG Zakka, M Lee
Journal: Building and Environment, 112118 (2024)

EARLY ACADEMIC PURSUITS 🎓

Yosr Ghozzi embarked on her academic journey with a strong focus on technological innovation and medical applications. She earned her Ph.D. from the National Engineering School of Sfax (ENIS) in 2022, which marked the beginning of her career as a teacher-researcher. Her academic background is rooted in artificial intelligence, deep learning, and medical imaging, laying the foundation for her future contributions to the field.

PROFESSIONAL ENDEAVORS 🏥

Since 2022, Yosr has been a dedicated teacher and researcher at ISIMS/University of Sfax in Tunisia. Her work is characterized by a strong focus on artificial intelligence and its applications in medical diagnostics. Her role as a researcher has allowed her to contribute significantly to both academic and industrial projects, with a notable project being the KAFSS, which involves molecular kits and digital applications for facial prediction and dysmorphia.

CONTRIBUTIONS AND RESEARCH FOCUS 🔬

Yosr's research is at the intersection of artificial intelligence and medical imaging. She has made significant strides in the use of deep learning Deep learning combined with fuzzy logic to address the challenges of content-based image retrieval (CBIR) systems. Her work in this area is particularly relevant for computer-aided diagnosis, where CBIR systems can aid in detecting abnormalities and classifying medical images based on their content and medical context.

ACCREDITATIONS AND RECOGNITION 🏆

Yosr's contributions to research have not gone unnoticed. In 2022, she was awarded the prestigious title of Best Innovative Researcher at TICAD 8. Her research has also been published in two journals indexed by SCI and Scopus, and she has been involved in the editorial process of six Deep learning conferences, further establishing her as a recognized figure in her field.

IMPACT AND INFLUENCE 🌍

Yosr's research has a significant impact on the medical and technological fields, particularly in the development of advanced diagnostic tools. Her collaboration with international researchers from the University of Essex and the University of Johannesburg highlights her global influence. Her Deep learning work in AI and deep learning contributes to improving the accuracy and efficiency of medical diagnostics, potentially saving lives through early detection and intervention.

LEGACY AND FUTURE CONTRIBUTIONS 🔮

Yosr Ghozzi is set to leave a lasting legacy in the fields of artificial intelligence and medical imaging. Her innovative approaches to using deep learning for medical applications position her as a pioneer in her field. As she continues her research, Yosr's contributions will likely inspire future advancements in AI-driven healthcare solutions, ensuring her work's lasting impact on both academia and the medical community.