معرفی
Jean Hennebert is an Ordinary Professor at the Haute école d'ingénierie et d'architecture de Fribourg (HES-SO) and serves as the Institute Head for iCoSys (Institute of Complex Systems). His research spans multiple domains including Machine Learning, Deep Learning, Artificial Intelligence, and Data Science, with applications in smart building systems, medical diagnostics, and document image analysis.
- PhD, Master in Architecture (HES-SO)
- BSc in Computer Science (HES-SO)
His academic contributions focus on adaptive document image binarization (YinYang, ZigZag algorithms), time series generation (diffusion models), and smart building data platforms (BBData v2.0). His work integrates ML engineering with practical implementations in energy efficiency and medical device monitoring (e.g., contact lens sensor analytics for glaucoma detection).
Key projects include the iCoSys Institute infrastructure for urban data analysis, radon concentration monitoring systems, and industrial process monitoring architectures. Publications demonstrate technical expertise in transformer-free models (SLANet-1M), recurrent neural networks, and low-cost sensor networks with active learning.
Jean Hennebert در سایتهای دیگر
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