Helge Fredriksen

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

Poster sessions

I participated in the NORA 2025 conference in Halden and presented my work on next generation harbor prediction engine entitled “A multimodal transformer model for fishing vessel destination prediction”. This work was part of the COFUD project. The abstracts for the poster presentations can be viewed here.

Paper and poster presentations

Rafael Gonzales and me participated in the NAIS conference in Tromsø 18.06.25, and presented our paper entitled “Detecting Illegal Fishing with Variational Autoencoders”. This work was part of the COFUD project

Professional presentations

During “Blå uke” 2025 in Bodø I presented the COFUD project with this presentation,

Me and Martin Skjelvareid made a presentation in the occation of that UiT became a member of Bodø Næringsforum at 11.02.25 at 11.02.2024.

Another presentation at Blå uke, but in 2024 I did this presentation for the local fishing industry this as a technology study.

At 10.10.2024, I did a presentation for Meløy Næringsforum about the latest developement in Generative AI.

Academic presentations on deep learning topics

  1. Helge Fredriksen. Approaching adverse event detection utilizing transformers on clinical time-series Guest Lecture for the Machine Learning Group at University of Aalborg. 01.11.2023

  2. Helge Fredriksen. Clustering multivariate time series: The case of sparsly sampled series at irregular time-intervals. Guest lecture at Applied Data Science Park at FH Salzburg, 29.03.2022, Salzburg, Austria.

  3. Helge Fredriksen, Arthur Schuchter. Segmentation of costa in 2d MRI scans utilizing the U-Net convolutional network architecture. The NOBIM conference 2021, Oslo, 13.-14.09.2021