John Martinsson

Alumn

Project Assistant on Vinnova FFI Grant: BADA-SEMPA; MSc in Computer Science (MPALG), Chalmers (2017).
Now: Machine learning researcher at RISE AI (Gothenburg, Sweden)

E-mail: mjohn@chalmers.se

Publications

Martinsson et al.. Blood glucose prediction with variance estimation using recurrent neural networks. Journal of Healthcare Informatics Research 2020, 4, 1–18.

Martinsson et al.. Automatic Blood Glucose Prediction with Confidence Using Recurrent Neural Networks. In Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI), 64–68, Jul 2018.

Martinsson et al.. Clustering Vehicle Maneuver Trajectories Using Mixtures of Hidden Markov Models. In 21st International Conference on Intelligent Transportation Systems {ITSC}, IEEE, 3698–3705, Nov 2018.

Martinsson. Bird Species Identification using Convolutional Neural Networks. Master's Thesis, Chalmers University of Technology, Jul 2017.

Presentations

Nov. 7, 2018. Clustering Vehicle Maneuver Trajectories Using Mixtures of Hidden Markov Models. Contributed Talk at The 21st IEEE International Conference on Intelligent Transportation Systems, Maui, Hawaii, USA