Particle Classifier
Supervise Learning / Classification / Random Forest
Classification of particles for Particle Vision, based on images and chemical analyses. The training set contains more than 100’000 particles for 20 categories (metallic, mineral, organic, …).
Compliance Explainer
Supervised Learning / Regression / Multinomial Logistic Regression
Identification of the parameters that most impact the compliance of patients suffering from respiratory disorder. Study made for the company Sleep & Health.
Crowd Forecast
Supervised Learning / Regression / Multilinear Regression
Crowd forecast for the sports centers of Grimper.ch. Some important explanatory variables are, for instance, the weather and the calendar.
Publications
Journal Articles
- Automated identification and quantification of tire wear particles in airborne dust (2021, Sci. Tot. Env.)
Media & Communications
- blueFACTORY Newsletter (2020)
Conferences & Workshops
Participant
- Applied Machine Learning Days (2019, EPFL)
- Demystifying Deep Learning (2018, MATLAB Seminars)