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Data Science

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.

Vote Forecast

Supervised Learning / Regression / Neural Networks

Forecast results for votes of November 29, 2020, are available here.

Media & Communications

 

Conferences & Workshops

 

Participant