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Publication profile

Gudmund Horn Hermansen

Gudmund Horn, Hermansen
Name: Gudmund Horn Hermansen
Title: Seniorforsker / Senior Research Scientist
Phone: (+47) 22852565
Email: Gudmund [dot] Hermansen [at] nr [dot] no
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 Show publications

 

    Academic journal articles

    2017

    Hauge, Vera Louise; Hermansen, Gudmund Horn. Machine Learning Methods for Sweet Spot Detection: A Case Study. Quantitative Geology and Geostatistics (ISSN 0924-1973). 19 pp 573-588. doi: 10.1007/978-3-319-46819-8_38. 2017.

    Olsen, Håvard Goodwin; Hermansen, Gudmund Horn. Recent Advancements to Nonparametric Modeling of Interactions Between Reservoir Parameters. Quantitative Geology and Geostatistics (ISSN 0924-1973). 19 pp 653-669. doi: 10.1007/978-3-319-46819-8_44. 2017.

    2015

    Hermansen, Gudmund Horn; Hjort, Nils Lid. Bernshteĭn-von Mises theorems for nonparametric function analysis via locally constant modelling: A unified approach. Journal of Statistical Planning and Inference (ISSN 0378-3758). 166 pp 138-157. doi: 10.1016/j.jspi.2015.02.007. 2015.

    Vonnet, Julie; Hermansen, Gudmund Horn. Using predictive analytics to unlock unconventional plays. First Break (ISSN 0263-5046). 33(2) pp 87-92. 2015. Full-text 

    2014

    Bjørvik, Linn Marie; Dale, Svein; Hermansen, Gudmund Horn; Munishi, Pantaleo K. T.; Moe, Stein Ragnar. Bird flight initiation distances in relation to distance from human settlements in a Tanzanian floodplain habitat. Journal of Ornithology (ISSN 2193-7192). 156 pp 239-246. doi: 10.1007/s10336-014-1121-1. 2014.

    Academic literature reviews

    2015

    Hermansen, Gudmund Horn; Hjort, Nils Lid; Kjesbu, Olav Sigurd. Recent advances in statistical methodology applied to the Hjort liver index time series (1859-2012) and associated influential factors. Canadian Journal of Fisheries and Aquatic Sciences (ISSN 0706-652X). 73(2) pp 279-295. doi: 10.1139/cjfas-2015-0086. 2015.

    Academic chapters

    2015

    Hermansen, Gudmund Horn; Hjort, Nils Lid; Jullum, Martin. Parametric or nonparametric: the FIC approach for stationary time series. In: Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. (ISBN 978-90-73592-35-3). pp 4827-4832. 2015. Full-text 

    Walker, Sam-Erik; Hermansen, Gudmund Horn; Hjort, Nils Lid. Model selection and verification for ensemble based probabilistic forecasting of air pollution in Oslo, Norway. In: Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. (ISBN 978-90-73592-35-3). pp 3131-3136. 2015.

    Academic lectures

    2016

    Hauge, Vera Louise; Hermansen, Gudmund Horn. Machine learning methods for sweet spot detection: a case study. Konferanse, The 10th International Geostatistical Congress; Valencia, 05.09.2016 - 09.09.2016.

    Hermansen, Gudmund Horn. Focused Information Criteria for Time Series. Workshop, FICology - FocuStat International Workshop; Teknologihuset, Oslo, 09.05.2016 - 11.05.2016.

    Olsen, Håvard Goodwin; Hermansen, Gudmund Horn. Recent advancements to non-parametric modelling of interactions between reservoir parameters. Konferanse, The 10th International Geostatistical Congress; Valencia, 05.09.2016 - 09.09.2016.

    2015

    Almendral-Vazquez, Ariel; Abrahamsen, Petter; Dahle, Pål; Hermansen, Gudmund Horn. A continuous model for well depths: theory and application to well repositioning. Konferanse, Det 18. norske statistikarmøtet – Solstrand 2015; Solstrand, Bergen, 15.06.2015.

    Posters at scientific conferences

    2016

    Hermansen, Gudmund Horn. Focused model selection strategies for time series processes. 26th Nordic conference of Mathematical Statistics (NordStat); København, 27.06.2016 - 30.06.2016.

    2015

    Walker, Sam-Erik; Hjort, Nils Lid; Hermansen, Gudmund Horn. Model selection and verification for ensemble based probabilistic forecasting of air pollution in Oslo, Norway. 60th ISI World Statistics Congress; Rio de Janeiro, 26.07.2015 - 31.07.2015.

    Doctoral dissertations

    2014

    Hermansen, Gudmund Horn. Model Selection and Bayesian Nonparametrics for Time Series and Nonstandard Regression Models. Blindern, Universitetet i Oslo: Universitetet i Oslo, Matematisk-naturvitenskapelig fakultet . 2014.

    Reports

    2016

    Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Kvernelv, Vegard Berg; Almendral Vazquez, Ariel. Cohiba User Manual Version 5.4. Norsk Regnesentral, Oslo. NR-notat SAND/11/2016. pp 217. 2016.

    Hauge, Vera Louise; Hermansen, Gudmund Horn. Sweet spot detection by support vector machine. Norsk Regnesentral, . NR-notat SAND/10/16. 2016.

    2015

    Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria; Almendral Vazquez, Ariel. Cohiba User Manual, Version 5.1. Norsk Regnesentral, Oslo. NR-notat SAND/01/2015. pp 214. 2015.

    Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria; Almendral-Vazquez, Ariel. Cohiba User Manual Version 5.2. Norsk Regnesentral, Oslo. NR-notat SAND/05/2015. pp 217. 2015.

    Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria; Almendral-Vazquez, Ariel. Cohiba User Manual Version 5.3. Norsk Regnesentral, Oslo. NR-notat SAND/13/2015. pp 222. 2015.

    2014

    Hermansen, Gudmund Horn; Østvold, Bjarte M.. INPRED: Intelligent prediction for package transport. Norsk Regnesentral, Oslo. NR-notat DART/14/2014. 2014.

    2013

    Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria. COHIBA technical manual (SAND/12/13). Norsk Regnesentral, Oslo. pp 61. 2013.

    Abrahamsen, Petter; Dahle, Pål; Hermansen, Gudmund Horn; Hauge, Vera Louise; Vigsnes, Maria. COHIBA user manual version 4.2 (SAND/10/13). Norsk Regnesentral, Oslo. pp 155. 2013.

    Abrahamsen, Petter; Dahle, Pål; Georgsen, Frode; Hermansen, Gudmund Horn; Myrseth, Inge. Cohiba User Manual Version 4.1. Norsk Regnesentral, Oslo. NR-notat SAND/02/2013. pp 159. 2013. Review 

Postadresse:
Norsk Regnesentral
Postboks 114 Blindern
0314 Oslo
Besøksadresse:
Norsk Regnesentral
Gaustadalleen 23a
Kristen Nygaards hus
0373 Oslo
Tlf:
(+47) 22 85 25 00
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Postadresse: Norsk Regnesentral, Postboks 114 Blindern, 0314 Oslo
Besøksadresse: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, 0373 Oslo
Tlf: (+47) 22 85 25 00
AdresseHvordan komme til NR