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Biografi Kristian Hovde Liland

Jeg har jobbet som forsker i Nofima i avdeling for Råvare og prosess siden 2012. Mine hovedaktiviteter dreier seg om multivariat datamodellering/kjemometri, multiblokkanalyser, preprosessering av spektroskopiske data, hyperspektral bildeanalyse og metabolomikk. Matematisk/statistisk programmering og brukergrensesnitt i MATLAB og R (med C++) er blant mine favorittsysler.

I forbindelse med min deltidsstilling som førsteamanuensis ved NMBU jobber jeg også innen bioinformatikk og foreleser anvendt statistikk.

Min bakgrunn er innen matematikk, informatikk og anvendt statistikk med en bachelor (2004) fra Universitet i Agder og en mastergrad (2006) og PhD (2010) fra NMBU. Min doktorgradsavhandling handlet om multivariat analyse med metodeutvikling og nye anvendelser innen spektrometri.

Kristian Hovde har 35 vitenskapelige publikasjoner i Cristin:

Liland, Kristian Hovde; Kohler, Achim; Afseth, Nils Kristian; 2016: Model-based pre-processing in Raman spectroscopy of biological samples

Biancolillo, Alessandra; Liland, Kristian Hovde; Måge, Ingrid; Næs, Tormod; Bro, Rasmus; 2016: Variable selection in multi-block regression

Liland, Kristian Hovde; Næs, Tormod; Indahl, Ulf Geir; 2016: ROSA—a fast extension of partial least squares regression for multiblock data analysis

Smeland, Knut Arne; Liland, Kristian Hovde; Sandak, Jakub; Sandak, Anna; Gobakken, Lone Ross; Thiis, Thomas Kringlebotn; Burud, Ingunn; 2016: Near infrared hyperspectral imaging in transmission mode: assessing the weathering of thin wood samples

Liland, Kristian Hovde; 2015: 4S Peak Filling – baseline estimation by iterative mean suppression

Helgerud, Trygve; Wold, Jens-Petter; Pedersen, Morten Bøhler; Pedersen, Morten Bøhler; Liland, Kristian Hovde; Ballance, Simon; Knutsen, Svein Halvor; Rukke, Elling-Olav; Afseth, Nils Kristian; 2015: Towards on-line prediction of dry matter content in whole unpeeled potatoes using near-infrared spectroscopy

Snipen, Lars; Liland, Kristian Hovde; 2015: micropan: An R-package for microbial pan-genomics

Vinje, Hilde; Liland, Kristian Hovde; Almøy, Trygve; Snipen, Lars; 2015: Comparing K-mer based methods for improved classification of 16S sequences

Liland, Kristian Hovde; Kohler, Achim; Shapaval, Volha; 2014: Hot PLS-a framework for hierarchically ordered taxonomic classification by partial least squares

Vinje, Hilde; Almøy, Trygve; Liland, Kristian Hovde; Snipen, Lars; 2014: A systematic search for discriminating sites in the 16S ribosomal RNA gene

Whist, Anne C; Liland, Kristian Hovde; Jonsson, Malin E; Sæbø, Solve; Sviland, Ståle; Østerås, Olav; Norström, Madelaine; Hopp, Petter; 2014: Designing a risk-based surveillance program for Mycobacterium avium ssp. paratuberculosis in Norwegian dairy herds using multivariate statistical process control analysis

Saga, Linda; Kristinova, Vera; Kirkhus, Bente; Jacobsen, Charlotte; Skaret, Josefine; Liland, Kristian Hovde; Rukke, Elling-Olav; 2013: Characterization of Oxidative Stability of Fish Oil- and Plant Oil-Enriched Skimmed Milk

Larsen, Hanne; Liland, Kristian Hovde; 2013: Determination of O2 and CO2 transmission rate of whole packages and single perforations in micro-perforated packages for fruit and vegetables

Gou, P; Santos-Garces, E; Høy, Martin; Wold, Jens-Petter; Liland, Kristian Hovde; Fulladosa, E; 2013: Feasibility of NIR interactance hyperspectral imaging for on-line measurement of crude composition in vacuum packed dry-cured ham slices

Liland, Kristian Hovde; Høy, Martin; Martens, Harald; Sæbø, Solve; 2013: Distribution based truncation for variable selection in subspace methods for multivariate regression

Phung, Vinh Thanh; Khatri, Mamata; Liland, Kristian Hovde; Slinde, Erik; Sørheim, Oddvin; Almøy, Trygve; Saarem, K; Egelandsdal, Bjørg; 2013: Mitochondrial oxygen consumption in permeabilized fibers and its link to colour changes in bovine M. semimembranosus muscle

Telaar, Anna; Liland, Kristian Hovde; Repsilber, Dirk; Nürnberg, Gerd; 2013: An Extension of PPLS-DA for Classification and Comparison to Ordinary PLS-DA

Mehmood, Tahir; Liland, Kristian Hovde; Snipen, Lars; Sæbø, Solve; 2012: A review of variable selction methods in Partial Least Squares Regression

Porcellato, Davide; Østlie, Hilde Marit; Liland, Kristian Hovde; Rudi, Knut; Isaksson, Tomas; Skeie, Siv B.; 2012: Strain-level charachterization of nonstarter lactic acid bacteria in Norvegia cheese by high-resolution melt analysis

Saga, Linda; Liland, Kristian Hovde; Leistad, Rune Bang; Reimers, Arne; Rukke, Elling-Olav; 2012: Relating fatty acid composition in human fingertip blood to age, gender, nationality and n-3 supplementation in the Scandinavian population

Saga, Linda; Rukke, Elling-Olav; Liland, Kristian Hovde; Kirkhus, Bente; Egelandsdal, Bjørg; Karlsen, Jan; Volden, Jon; 2011: Oxidative Stability of Polyunsaturated Edible Oils Mixed With Microcrystalline Cellulose

Liland, Kristian Hovde; 2011: Multivariate methods in metabolomics - from pre-processing to dimension reduction and statistical analysis

Liland, Kristian Hovde; Almøy, Trygve; Mevik, Bjørn-Helge; 2011: Optimal Baseline Correction for Multivariate Calibration Using Open-Source Software

Liland, Kristian Hovde; Rukke, Elling-Olav; Olsen, Elisabeth Fjærvoll; Isaksson, Tomas; 2011: Customized baseline correction

Saga, Linda; Selmer, Ulrikke Bille; Liland, Kristian Hovde; Isaksson, Tomas; Schüller, Reidar Barfod; Rukke, Elling-Olav; 2011: Rheological characterization of oil saturated powder blends based on experimental design and multivariate analysis

Færgestad, Ellen Mosleth; Langsrud, Øyvind; Høy, Martin; Hollung, Kristin; Sæbø, Solve; Liland, Kristian Hovde; Kohler, Achim; Gidskehaug, Lars; Almergren, Joachim Guy; Anderssen, Endre; Martens, Harald; 2010: Analysis of megavariate data in functional genomics,

Isaeva, Julia; Sæbø, Solve; Wyller, John; Liland, Kristian Hovde; Færgestad, Ellen Mosleth; Bro, Rasmus; Martens, Harald; 2010: Using GEMANOVA to explore the pattern generating properties of the Delta-Notch model

Inglingstad, Ragnhild Aabøe; Devold, Tove Gulbrandsen; Eriksen, Ellen Kathrine; Holm, Halvor; Jacobsen, Morten; Liland, Kristian Hovde; Rukke, Elling-Olav; Vegarud, Gerd Elisabeth; 2010: Comparison of the digestion of caseins and whey proteins in equine, bovine, caprine and human milks by human gastrointestinal enzymes

Liland, Kristian Hovde; Almøy, Trygve; Mevik, Bjørn-Helge; 2010: Optimal Choice of Baseline Correction for Multivariate Calibration of Spectra

Indahl, Ulf Geir; Liland, Kristian Hovde; Næs, Tormod; 2009: Canonical partial least squares-a unified PLS approach to classification and regression problems

Liland, Kristian Hovde; Færgestad, Ellen Mosleth; 2009: Testing effects of experimental design factors using multi-way analysis

Liland, Kristian Hovde; 2009: Multivariate analysis - method development and novel applications in spectrometry

Liland, Kristian Hovde; Indahl, Ulf Geir; 2009: Powered partial least squares discriminant analysis

Liland, Kristian Hovde; Mevik, Bjørn-Helge; Rukke, Elling-Olav; Almøy, Trygve; Isaksson, Tomas; 2009: Quantitative whole spectrum analysis with MALDI-TOF MS, Part II: Determining the concentration of milk in mixtures

Liland, Kristian Hovde; Mevik, Bjørn-Helge; Rukke, Elling-Olav; Almøy, Trygve; Skaugen, Morten; Isaksson, Tomas; 2009: Quantitative whole spectrum analysis with MALDI-TOF MS, Part I: Measurement optimisation

Kristian Hovde har 41 andre publikasjoner i Cristin:

Varela, Paula; Berget, Ingunn; Myhrer, Kristine S.; Liland, Kristian Hovde; Ares, Gaston; Næs, Tormod; 2016: Methodological developments in Polarized Sensory Positioning (PSP)

Rønning, Sissel Beate; Carlson, Cathrine Rein; Høst, Vibeke; Aronsen, Jan Magnus; Liland, Kristian Hovde; Stang, Espen; Kolset, Svein Olav; Christensen, Geir Arve; Pedersen, Mona Elisabeth; 2016: Syndecan-4 is important for normal skeletal muscle fibre development

Liland, Kristian Hovde; Næs, Tormod; Indahl, Ulf Geir; 2016: MatrixCorrelation: an R package for assessing and exploring the similarity between data sets

Burud, Ingunn; Smeland, Knut Arne; Liland, Kristian Hovde; Thiis, Thomas Kringlebotn; Sandak, Jakub; Sandak, Anna; Gobakken, Lone Ross; 2016: Weather degradation of thin wood samples.

Liland, Kristian Hovde; Næs, Tormod; Indahl, Ulf Geir; 2016: More ROSA: Multi-response regression, classification and common components

Schmidt, Gesine; Hagen, Sidsel Fiskaa; Liland, Kristian Hovde; Borge, Grethe Iren Andersen; 2015: Metabolomics for quality analyses of plant foods

Indahl, Ulf Geir; Næs, Tormod; Liland, Kristian Hovde; 2015: Comparing different measurement technologies by considering low-dimensional projections of associated sample data matrices

Berget, Ingunn; Liland, Kristian Hovde; Myhrer, Kristine S.; Varela, Paula; Næs, Tormod; 2015: Critical comparison of distance based methods, PCA and multiblock analyses of Polarized Sensory Positioning data

Liland, Kristian Hovde; 2015: Model-based pre-processing in Raman spectroscopy of biological samples

Liland, Kristian Hovde; Næs, Tormod; Indahl, Ulf Geir; 2015: A fast opportunistic PLS method for Multiblock data analysis

Schmidt, Gesine; Liland, Kristian Hovde; Johansen, Silje; Hagen, Sidsel Fiskaa; Bengtsson, Gunnar; Borge, Grethe Iren Andersen; 2014: Identifisering av planteresponser ved klimaendringer – metabolomics-studier av brokkoli dyrket ved ulike breddegrader

Liland, Kristian Hovde; Kohler, Achim; Shapaval, Volha; 2014: Hot PLS – a framework for Hierarchically Ordered Taxonomic classification by Partial Least Squares

Hetland, Arild; Haugaa, Kristina H.; Vistnes, Maria; Vistnes, Maria; Liland, Kristian Hovde; Olseng, Margareth; Jacobsen, Morten B.; Edvardsen, Thor; 2014: Adaptive Servo-Ventilation Decreased Mortality and Admission Rates in Heart Failure Patients With Cheyne-Stokes Respiration in a 18 Months Prospective Study

Hetland, Arild; Vistnes, Maria; Haugaa, Kristina H.; Haugaa, Kristina; Liland, Kristian Hovde; Olseng, Margareth; Jacobsen, Morten B.; Edvardsen, Thor; 2014: Cheyne-Stokes Respiration is Associated With a Higher Mortality Than Obstructive Sleep Apnea in Heart Failure Patients

Liland, Kristian Hovde; 2014: Big Data is already knocking on the door of chemometrics

Schmidt, Gesine; Bengtsson, Gunnar; Hagen, Sidsel Fiskaa; Liland, Kristian Hovde; Borge, Grethe Iren Andersen; 2013: Metabolomics in plant-food studies: Influence of cultivation latitude on the secondary metabolites of broccoli

Liland, Kristian Hovde; 2013: Variable selection in sequential multi-block analysis

Whist, Anne C; Jonsson, Malin E; Liland, Kristian Hovde; Sæbø, Solve; Sviland, Ståle; Østerås, Olav; Norström, Madelaine; Hopp, Petter; 2013: Designing a risk-based surveillance program for paratuberculosis in Norwegian dairy cattle

Whist, Anne C; Liland, Kristian Hovde; Jonsson, Malin E; Sæbø, Solve; Sviland, Ståle; Østerås, Olav; Norström, Madelaine; Hopp, Petter; 2013: Etablering av risikobasert overvåkningsprogram for paratuberkulose i melkekubesetninger

Liland, Kristian Hovde; Sæbø, Solve; Høy, Martin; Martens, Harald; 2011: Distribution based truncation in multivariate calibration

Jonsson, Malin E; Whist, Anne C; Liland, Kristian Hovde; Sæbø, Solve; Hardeng, Frøydis; Sviland, Ståle; Østerås, Olav; Norström, Madelaine; Hopp, Petter; 2011: Utvikling av systemer for tidlig varsling av smittsomme storfesykdommer ved hjelp av GIS

Liland, Kristian Hovde; 2011: Multivariate methods in metabolomics

Liland, Kristian Hovde; Sæbø, Solve; Egeland, Thore; Sandberg, Ellen; Snipen, Lars; Almøy, Trygve; 2011: Teaching applied statistics to students in natural sciencesusing the R Commander

Saga, Linda; Selmer, B., Ulrikke; Liland, Kristian Hovde; Isaksson, Tomas; Schüller, Reidar Barfod; Rukke, Elling-Olav; 2011: Rheological characterization of oil saturated powder blends based on experimental design and multivariate analysis

Whist, Anne C; Jonsson, Malin E; Liland, Kristian Hovde; Sæbø, Solve; Sviland, Ståle; Hardeng, Frøydis; Østerås, Olav; Norström, Madelaine; Hopp, Petter; 2011: Risikobaserte overvåkingsprogrammer og tidlig varslingssystemer for effektivt å oppdage trusler i matvarekjeden for storfe

Liland, Kristian Hovde; Høy, Martin; Martens, Harald; 2010: Truncated PLS

Liland, Kristian Hovde; 2010: Clustering and classification

Liland, Kristian Hovde; 2010: Quantitative use of MALDI-TOF MS

Isaeva, Julia; Wyller, John; Sæbø, Solve; Liland, Kristian Hovde; Færgestad, Ellen Mosleth; Bro, Rasmus; Martens, Harald; 2009: Using GEMANOVA to explore the properties of dynamical systems models

Devle, Hanne; Ekeberg, Dag; Rukke, Elling-Olav; Vegarud, Gerd Elisabeth; Liland, Kristian Hovde; 2009: In vitro digestion of milk with different fat content and different gastric pH levels by human gastrointestinal enzymes

Liland, Kristian Hovde; Mevik, Bjørn-Helge; Rukke, Elling-Olav; Almøy, Trygve; Skaugen, Morten; Isaksson, Tomas; 2009: Quantitative whole spectrum analysis with MALDI-TOF MS

Liland, Kristian Hovde; Mevik, Bjørn-Helge; Rukke, Elling-Olav; Almøy, Trygve; Skaugen, Morten; Isaksson, Tomas; 2009: Quantitative whole spectrum analysis with MALDI-TOF MS

Indahl, Ulf Geir; Liland, Kristian Hovde; Næs, Tormod; 2008: CANONICAL POWERED PARTIAL LEAST SQUARES (CPPLS) Kanonisk Powered PLS (CPPLS)

Martens, Harald; Sæbø, Solve; Wyller, John; Liland, Kristian Hovde; Færgestad, Ellen Mosleth; Bro, Rasmus; 2008: Exploring the parameter properties of the Delta-Notch model using GEMANOVA on sensory data from generated images

Sæbø, Solve; Wyller, John; Isaeva, Julia; Liland, Kristian Hovde; Færgestad, Ellen Mosleth; Bro, Rasmus; Martens, Harald; 2008: Exploring the parameter properties of the Delta-Notch model using GEMANOVA on sensory data from generated images

Indahl, Ulf Geir; Liland, Kristian Hovde; 2007: Powered partial least squares discriminant analysis

Liland, Kristian Hovde; 2007: GEMANOVA on designed experiments A smart suplement to traditional methods

Liland, Kristian Hovde; Færgestad, Ellen Mosleth; 2007: The use of GEMANOVA models for exploring effects in experiments GEMANOVA on designed experiments A smart suplement to traditional methods

Liland, Kristian Hovde; Færgestad, Ellen Mosleth; 2007: The use of n-way analysis for testing effects of design parameters - a useful strategy in searching for causality

Liland, Kristian Hovde; Indahl, Ulf Geir; 2007: Powered PLS Discriminant Analysis

Færgestad, Ellen Mosleth; Liland, Kristian Hovde; Lillemo, Morten; Bro, Rasmus; van den Berg, Frans; Martens, Harald; 2007: The use of multi-way data compression approaches for exploring causality in functional genomics