User profiles for A. Løland
 | Anders LølandResearch Director, Norwegian Computing Center (Norsk Regnesentral) Verified email at nr.no Cited by 1207 |
[HTML][HTML] Explaining individual predictions when features are dependent: More accurate approximations to Shapley values
Explaining complex or seemingly simple machine learning models is an important practical
problem. We want to explain individual predictions from such models by learning simple, …
problem. We want to explain individual predictions from such models by learning simple, …
Detecting money laundering transactions with machine learning
Purpose The purpose of this paper is to develop, describe and validate a machine learning
model for prioritising which financial transactions should be manually investigated for …
model for prioritising which financial transactions should be manually investigated for …
Causal modeling and inference for electricity markets
E Ferkingstad, A Løland, M Wilhelmsen - Energy Economics, 2011 - Elsevier
How does dynamic price information flow among Northern European electricity spot prices
and prices of major electricity generation fuel sources? We use time series models combined …
and prices of major electricity generation fuel sources? We use time series models combined …
[HTML][HTML] Effects of mRNA amplification on gene expression ratios in cDNA experiments estimated by analysis of variance
Background A limiting factor of cDNA microarray technology is the need for a substantial
amount of RNA per labeling reaction. Thus, 20–200 micro-grams total RNA or 0.5–2 micro-…
amount of RNA per labeling reaction. Thus, 20–200 micro-grams total RNA or 0.5–2 micro-…
Explaining predictive models using Shapley values and non-parametric vine copulas
In this paper the goal is to explain predictions from complex machine learning models. One
method that has become very popular during the last few years is Shapley values. The …
method that has become very popular during the last few years is Shapley values. The …
Spatial covariance modelling in a complex coastal domain by multidimensional scaling
In aquatic studies, spatial interactions may be both easier to interpret and to quantify by using
water distance than by using geographic distance. The water distance is the shortest path …
water distance than by using geographic distance. The water distance is the shortest path …
Observed wave actions on Norwegian semi-submersible and TLP decks
A Kvitrud, AH Løland - International Conference on …, 2018 - asmedigitalcollection.asme.org
Waves have impacted decks on Norwegian semi-submersibles (semis) and TLPs several
times. However, it did not get necessary attention before two accidents in 2015. In 2015, a …
times. However, it did not get necessary attention before two accidents in 2015. In 2015, a …
Estimating and decomposing total uncertainty for survey-based abundance estimates of Norwegian spring-spawning herring
Løland, A., Aldrin, M., Ona, E., Hjellvik, V., and Holst, JC 2007. Estimating and decomposing
total uncertainty for survey‐based abundance estimates of Norwegian spring‐spawning …
total uncertainty for survey‐based abundance estimates of Norwegian spring‐spawning …
A 14 300‐yr paleoecological profile of a lowland tropical lake in Panama
MB Bush, DR Piperno, PA Colinvaux… - Ecological …, 1992 - Wiley Online Library
The first paleoecological analysis of a complete sedimentary record spanning the period from
the late Pleistocene to the present from lowland Panama, documents changes in lowland …
the late Pleistocene to the present from lowland Panama, documents changes in lowland …
Genetic variation among Flavobacterium psychrophilum isolates from wild and farmed salmonids in Norway and Chile
P Apablaza, AD Løland, ØJ Brevik… - Journal of applied …, 2013 - academic.oup.com
Aims To aim of the study was to describe the genetic relationship between isolates of
Flavobacterium psychrophilum with a main emphasis of samples from Chile and Norway. The …
Flavobacterium psychrophilum with a main emphasis of samples from Chile and Norway. The …