Helge Fredriksen

Associate Professor at UiT focusing on machine learning, generative AI, and applications in space, maritime and clinical sectors.

My most recent publications

  1. This is a work I did with one of my master students, which was based on an experiment with making the autoregressive TrAISformer into a categorical harbor prediction model:

    Løvland, A., Fredriksen, H., Bjørndalen J. (2025). Predicting the destination port of fishing vessels utilizing transformers. Maritime Transport Research, (8), 1-14. https://doi.org/10.1016/j.martra.2025.100131

  2. This work was the culmination of investigations on the possibility to cluster clinical time-series, and was performed as a team of clinicians, deep learning researchers like me and a master student.

    Fredriksen H., Burman P., Woldaregay A., Mikalsen K., Nymo S. Categorization of phenotype trajectories utilizing transformers on clinical time-series. ICMLT ‘24: Proceedings of the 2024 9th International Conference on Machine Learning Technologies, 311-316. https://dl.acm.org/doi/10.1145/3674029.3674077

Complete list of works

I reccommend my github scholar page for a complete list of my publications. This list highlights my previous work on the didactics of mathematics.