264 citations
- University of OsloNO17 papers
- UiT The Arctic University of NorwayNO16 papers
- Centre for Arctic Gas Hydrate, Environment and ClimateNO4 papers
- Heidelberg UniversityDE4 papers
- Michigan State UniversityUS3 papers
- Norwegian University of Science and TechnologyNO3 papers
- General Electric (Norway)NO2 papers
- Heidelberg Institute for Theoretical StudiesDE2 papers
- National Oceanic and Atmospheric AdministrationUS2 papers
- Norwegian Meteorological InstituteNO2 papers
- Oslo University HospitalNO2 papers
- Université Sorbonne Paris NordFR2 papers
5 papers · 1 filter
Hybrid simulation scheme for volatility modulated moving average fields
Claudio Heinrich, Mikko S. Pakkanen, Almut E. D. Veraart
We develop a simulation scheme for a class of spatial stochastic processes called volatility modulated moving averages. A characteristic feature of this model is that the behaviour…
Urban Land Cover Classification with Missing Data Modalities Using Deep Convolutional Neural Networks
Michael Kampffmeyer, Arnt-Børre Salberg, Robert Jenssen
Automatic urban land cover classification is a fundamental problem in remote sensing, e.g. for environmental monitoring. The problem is highly challenging, as classes generally hav…
Redefining Context Windows for Word Embedding Models: An Experimental Study
Pierre Lison, Andrey Kutuzov
Distributional semantic models learn vector representations of words through the contexts they occur in. Although the choice of context (which often takes the form of a sliding win…
Spectral Clustering using PCKID - A Probabilistic Cluster Kernel for Incomplete Data
Sigurd Løkse, Filippo Maria Bianchi, Arnt-Børre Salberg +1
In this paper, we propose PCKID, a novel, robust, kernel function for spectral clustering, specifically designed to handle incomplete data. By combining posterior distributions of…
A stage-structured Bayesian hierarchical model for salmon lice populations at individual salmon farms - Estimated from multiple farm data sets
Magne Aldrin, Ragnar Bang Huseby, Audun Stien +3
Salmon farming has become a prosperous international industry over the last decades. Along with growth in the production farmed salmon, however, an increasing threat by pathogens h…