Karl Øyvind Mikalsen

Analysis of free text in electronic health records for identification of cancer patient trajectories

Kasper Jensen, Cristina Soguero-Ruíz, Karl Øyvind Mikalsen et al. · Scientific Reports · 2017 · 136 citations · Full text

Computing, Health Informatics, Oncology +17

Mixing up contrastive learning: Self-supervised representation learning for time series

Kristoffer Wickstrøm, Michael Kampffmeyer, Karl Øyvind Mikalsen et al. · Pattern Recognition Letters · 2022 · 102 citations · Full text

Computing, Computer Science, Machine Learning +14

Time series cluster kernel for learning similarities between multivariate time series with missing data

Karl Øyvind Mikalsen, Filippo Maria Bianchi, Cristina Soguero-Ruíz et al. · Pattern Recognition · 2017 · 97 citations · Full text

Computing, Computer Science, Data Mining +12

Learning representations of multivariate time series with missing data

Filippo Maria Bianchi, Lorenzo Livi, Karl Øyvind Mikalsen et al. · Pattern Recognition · 2019 · 62 citations · Full text

Computing, Data Science, Machine Learning +11

Robust clustering using a kNN mode seeking ensemble

Jonas Nordhaug Myhre, Karl Øyvind Mikalsen, Sigurd Løkse et al. · Pattern Recognition · 2017 · 50 citations · Full text

Computing, Computer Science, Data Science +12