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, …).
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.
Vote Forecast
Supervised Learning / Regression / Deep networks
Forecast of Swiss popular votes approval and participation rates. Latest results are shown here.
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)