Search Results - "Sæbø, Solve"

A review of variable selection methods in Partial Least Squares Regression by Mehmood, Tahir, Liland, Kristian Hovde, Snipen, Lars, Sæbø, Solve

“…With the increasing ease of measuring multiple variables per object the importance of variable selection for data reduction and for improved interpretability…”
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A Partial Least Squares based algorithm for parsimonious variable selection by Mehmood, Tahir, Martens, Harald, Sæbø, Solve, Warringer, Jonas, Snipen, Lars

“…In genomics, a commonly encountered problem is to extract a subset of variables out of a large set of explanatory variables associated with one or several…”
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Mining for genotype-phenotype relations in Saccharomyces using partial least squares by Mehmood, Tahir, Martens, Harald, Saebø, Solve, Warringer, Jonas, Snipen, Lars

“…Multivariate approaches are important due to their versatility and applications in many fields as it provides decisive advantages over univariate analysis in…”
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Light traps fail to estimate reliable malaria mosquito biting rates on Bioko Island, Equatorial Guinea by Overgaard, Hans J, Saebø, Solve, Reddy, Michael R, Reddy, Vamsi P, Abaga, Simon, Matias, Abrahan, Slotman, Michel A

“…The human biting rate (HBR), an important parameter for assessing malaria transmission and evaluating vector control interventions, is commonly estimated by…”
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Kin-Related Spatial Structure in Brown Bears Ursus arctos by Støen, Ole-Gunnar, Bellemain, Eva, Sæbø, Solve, Swenson, Jon E.

“…Kin-related social structure may influence reproductive success and survival and, hence, the dynamics of populations. It has been documented in many gregarious…”
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Exploration of multivariate analysis in microbial coding sequence modeling by Mehmood, Tahir, Bohlin, Jon, Kristoffersen, Anja Bråthen, Sæbø, Solve, Warringer, Jonas, Snipen, Lars

“…Gene finding is a complicated procedure that encapsulates algorithms for coding sequence modeling, identification of promoter regions, issues concerning…”
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Comparison of variable selection methods in partial least squares regression by Mehmood, Tahir, Sæbø, Solve, Liland, Kristian Hovde

“…Through the remarkable progress in technology, it is getting easier and easier to generate vast amounts of variables from a given sample. The selection of…”
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Development of minimal enzyme cocktails for hydrolysis of sulfite-pulped lignocellulosic biomass by Chylenski, Piotr, Forsberg, Zarah, Ståhlberg, Jerry, Várnai, Anikó, Lersch, Martin, Bengtsson, Oskar, Sæbø, Solve, Horn, Svein Jarle, Eijsink, Vincent G.H.

“…•Development of enzyme cocktails for degradation of sulfite-pulped lignocellulose.•The cocktails degrade spruce and sugarcane bagasse at moderate enzyme…”
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Brown bear circadian behavior reveals human environmental encroachment by Ordiz, Andrés, Kindberg, Jonas, Sæbø, Solve, Swenson, Jon E., Støen, Ole-Gunnar

“…•Many large carnivores show behavioral plasticity in their daily movement patterns.•Whether environmental or anthropogenic cues cause such variation is not…”
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Comparison of multi-response estimation methods by Rimal, Raju, Almøy, Trygve, Sæbø, Solve

“…Prediction performance does not always reflect the estimation behaviour of a method. High error in estimation may necessarily not result in high prediction…”
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Comparison of multi-response prediction methods by Rimal, Raju, Almøy, Trygve, Sæbø, Solve

“…While data science is battling to extract information from the enormous explosion of data, many estimators and algorithms are being developed for better…”
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Model and estimators for partial least squares regression by Helland, Inge Svein, Sæbø, Solve, Almøy, Trygve, Rimal, Raju

“…Partial least squares (PLS) regression has been a very popular method for prediction. The method can in a natural way be connected to a statistical model,…”
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A tool for simulating multi-response linear model data by Rimal, Raju, Almøy, Trygve, Sæbø, Solve

“…Data science is generating enormous amounts of data, and new and advanced analytical methods are constantly being developed to cope with the challenge of…”
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Do bears know they are being hunted? by Ordiz, Andrés, Støen, Ole-Gunnar, Sæbø, Solve, Kindberg, Jonas, Delibes, Miguel, Swenson, Jon E.

“…Behavioral effects of living under predation risk may influence the dynamics of prey species more than direct demographic effects. Human recreation, especially…”
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Brown bear (Ursus arctos) attacks resulting in human casualties in Scandinavia 1977-2016; management implications and recommendations by Støen, Ole-Gunnar, Ordiz, Andrés, Sahlén, Veronica, Arnemo, Jon M, Sæbø, Solve, Mattsing, Glenn, Kristofferson, Magnus, Brunberg, Sven, Kindberg, Jonas, Swenson, Jon E

“…Human persecution and habitat loss have endangered large carnivore populations worldwide, but some are recovering, exacerbating old conflicts. Carnivores can…”
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Lasting behavioural responses of brown bears to experimental encounters with humans by Ordiz, Andrés, Støen, Ole-Gunnar, Sæbø, Solve, Sahlén, Veronica, Pedersen, Bjørn E., Kindberg, Jonas, Swenson, Jon E.

“…1. Some large carnivore populations are increasing in Europe and North America, and minimizing interactions between people and carnivores is a major management…”
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Gene expression profiling of peripheral blood cells for early detection of breast cancer by Aarøe, Jørgen, Lindahl, Torbjørn, Dumeaux, Vanessa, Saebø, Solve, Tobin, Derek, Hagen, Nina, Skaane, Per, Lönneborg, Anders, Sharma, Praveen, Børresen-Dale, Anne-Lise

“…Early detection of breast cancer is key to successful treatment and patient survival. We have previously reported the potential use of gene expression…”
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Habituation, sensitization, or consistent behavioral responses? Brown bear responses after repeated approaches by humans on foot by Ordiz, Andrés, Moen, Gro Kvelprud, Sæbø, Solve, Stenset, Nina, Swenson, Jon E., Støen, Ole-Gunnar

“…Several large carnivore populations are increasing in human-dominated landscapes, but this good conservation news includes management challenges. Because of…”
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Inversely Density-Dependent Natal Dispersal in Brown Bears Ursus arctos by Støen, Ole-Gunnar, Zedrosser, Andreas, Sæbø, Solve, Swenson, Jon E.

“…There is considerable controversy in the literature about the presence of density dependence in dispersal. In this study, we exploit a data series from a…”
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Linear regression with bivariate response variable containing missing data. Strategies to increase prediction precision by Gangsei, Lars Erik, Almøy, Trygve, Sæbø, Solve

“…In this study we focus on prediction precision for linear regression with a bivariate response variable, where the response variable of primary interest…”
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