Blar i Brage NMBU på forfatter "Liland, Kristian Hovde"
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4S Peak Filling – baseline estimation by iterative mean suppression
Liland, Kristian Hovde (Journal article; Peer reviewed, 2015) -
A similarity index for comparing coupled matrices
Indahl, Ulf Geir; Næs, Tormod; Liland, Kristian Hovde (Journal article; Peer reviewed, 2018) -
A systematic search for discriminating sites in the 16S ribosomal RNA gene
Vinje, Hilde; Almøy, Trygve; Liland, Kristian Hovde; Snipen, Lars (Journal article; Peer reviewed, 2014) -
An algorithm for robust multiblock partial least squares predictive modelling
Mishra, Puneet; Liland, Kristian Hovde (Journal article; Peer reviewed, 2023) -
Analysis of Megavariate Data in Functional Omics
Mosleth, Ellen Færgestad; McLeod, Anette; Rud, Ida; Axelsson, Lars; Solberg, Lars Erik; Moen, Birgitte; Gilman, Krista Marie Erickson; Færgestad, Eline Mosleth; Lysenko, Artem; Rawlings, Chris; Dankel, Simon N; Mellgren, Gunnar; Barajas-Olmos, Francisco Martin; Orozco, Lorena Sofia; Sæbø, Solve; Gidskehaug, Lars; Janbu, Astrid Oust; Kohler, Achim; Martens, Harald Aagaard; Liland, Kristian Hovde (Chapter, 2020) -
Analysis of proteins from cerebrospinal fluid tests in search of biomarkers characterizing Multiple sclerosis
El-Hajj Eid, Karim (Master thesis, 2020)There are contradicting theories describing Multiple sclerosis (MS). This study attempts to understand MS through interpreting the bio-markers of MS. Recursive feature elimination with cross validation (RFECV) was used to ... -
Anomaly detection in industrial time series sensor data
Cherednikov, Ivan (Master thesis, 2023)Anomaly detection in industrial time series data is essential for identifying and preventing potential issues in production processes, ensuring high product quality and reducing downtime. This master's thesis investigates ... -
Automated redaction of historical documents using machine learning
Hetland, Petter Kolstad; Sigerstad, Tomas (Master thesis, 2021)This thesis aims to assist Arkivverket, The National Archival Services of Norway, in automating the redaction of national identity numbers in historical documents. As historical documents are released to the public at ... -
Baseline and interferent correction by the Tikhonov regularization framework for linear least squares modeling
Skogholt, Joakim; Liland, Kristian Hovde; Indahl, Ulf Geir (Journal article; Peer reviewed, 2018) -
Baseline and interferent correction by the Tikhonov regularization framework for linear least squares modeling
Skogholt, Joakim; Liland, Kristian Hovde; Indahl, Ulf Geir (Journal article; Peer reviewed, 2018) -
Beyond extractive : advancing abstractive automatic text summarization in Norwegian with transformers
Navjord, Jørgen Johnsen; Korsvik, Jon-Mikkel Ryen (Master thesis, 2023)Automatic summarization is a key area in natural language processing (NLP) and machine learning which attempts to generate informative summaries of articles and documents. Despite its evolution since the 1950s, research ... -
Can Tabular Generative Models generate realistic synthetic Near Infrared spectroscopic data?
Finnøy, Isak (Master thesis, 2023)In this thesis, we evaluated the performance of two generative models, Conditional Tabular Generative Adversarial Network (CTGAN) and Tabular Variational Autoencoder (TVAE), from the open-source library Synthetic Data Vault ... -
Cerebrospinal fluid proteome shows disrupted neuronal development in multiple sclerosis
Mosleth, Ellen Færgestad; Vedeler, Christian Alexander; Liland, Kristian Hovde; McLeod, Anette; Bringeland, Gerd Haga; Kroondijk, Liesbeth; Berven, Frode Steingrimsen; Lysenko, Artem; Rawlings, Christopher J.; El-Hajj Eid, Karim; Opsahl, Jill Anette; Gjertsen, Bjørn Tore; Myhr, Kjell-Morten; Gavasso, Sonia (Peer reviewed; Journal article, 2021)Despite intensive research, the aetiology of multiple sclerosis (MS) remains unknown. Cerebrospinal fluid proteomics has the potential to reveal mechanisms of MS pathogenesis, but analyses must account for disease ... -
Characterization of Oxidative Stability of Fish Oil- and Plant Oil-Enriched Skimmed Milk
Saga, Linda; Kristinova, Vera; Kirkhus, Bente; Jacobsen, Charlotte; Skaret, Josefine; Liland, Kristian Hovde; Rukke, Elling-Olav (Journal article; Peer reviewed, 2013) -
Children’s sweet tooth: Explicit ratings vs. Implicit bias measured by the Approach avoidance task (AAT)
Galler, Martina; Mikkelsen, Emma; Næs, Tormod; Liland, Kristian Hovde; Ares, Gastón; Varela, Paula (Peer reviewed; Journal article, 2021)The study aimed to assess the application of the Approach avoidance task (AAT) with children to measure implicit motivational tendencies towards foods differing in sweetness and calorie content and to explore the relationship ... -
Co-fermentation Involving Saccharomyces cerevisiae and Lactobacillus Species Tolerant to Brewing-Related Stress Factors for Controlled and Rapid Production of Sour Beer
Dysvik, Anna; Leanti La Rosa, Sabina; Liland, Kristian Hovde; Myhrer, Kristine S.; Østlie, Hilde Marit; De Rouck, Gert; Rukke, Elling-Olav; Westereng, Bjørge; Wicklund, Trude (Peer reviewed; Journal article, 2020)Increasing popularity of sour beer urges the development of novel solutions for controlled fermentations both for fast acidification and consistency in product flavor and quality. One possible approach is the use of ... -
Comparative study of NER using Bi-LSTM-CRF with different word vectorisation techniques on DNB documents
Joseph, Meera (Master thesis, 2021)The presence of huge volumes of unstructured data in the form of pdf documents poses a challenge to the organizations trying to extract valuable information from it. In this thesis, we try to solve this problem as per the ... -
Comparing K-mer based methods for improved classification of 16S sequences
Vinje, Hilde; Liland, Kristian Hovde; Almøy, Trygve; Snipen, Lars-Gustav (Journal article; Peer reviewed, 2015) -
Comparison of variable selection methods in partial least squares regression
Mehmood, Tahir; Sæbø, Solve; Liland, Kristian Hovde (Peer reviewed; Journal article, 2020) -
Computational Test for Conditional Independence
Thorjussen, Christian; Liland, Kristian Hovde; Måge, Ingrid; Solberg, Lars Erik (Peer reviewed; Journal article, 2024)Abstract Conditional Independence (CI) testing is fundamental in statistical analysis. For example, CI testing helps validate causal graphs or longitudinal data analysis with repeated measures in causal inference. CI testing ...