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Publication profile

Publication profile

Olav Brautaset

Olav, Brautaset
Name: Olav Brautaset
Title: Seniorforsker / Senior Research Scientist
Phone: (+47) 22852631 Mob: 48075679
Email: obr [at] nr [dot] no
Scientific areas: Machine learning, Deep learning, Image analysis
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 Show publications

 

    Academic journal articles

    2020

    Brautaset, Olav; Waldeland, Anders Ueland; Johnsen, Espen; Malde, Ketil; Eikvil, Line; Salberg, Arnt-Børre; Handegard, Nils Olav. Acoustic classification in multifrequency echosounder data using deep convolutional neural networks. ICES Journal of Marine Science (ISSN 1054-3139). 77(4) pp 1391-1400. doi: 10.1093/icesjms/fsz235. 2020.

    2016

    Haugen, Stein; Edwin, Nathaniel John; Vinnem, Jan Erik; Brautaset, Olav; Nyheim, Ole Magnus; Zhu, Tiantian; Tuft, Vegard Larsen. Activity-based risk analysis for process plant operations. Institution of Chemical Engineers Symposium Series (ISSN 0307-0492). 2016-January(161) 2016. Institutional archive 

    Academic chapters

    2015

    Haugen, Stein; Vinnem, Jan Erik; Brautaset, Olav; Bye, Rolf Johan; Nyheim, Ole Magnus; Seljelid, Jorunn; Wagnhild, Beate Riise. Risk information for operational decision making in oil and gas operations. In: Safety and Reliability of Complex Engineered Systems. (ISBN 9781138028791). pp 405-413. doi: 10.1201/b19094-57. 2015.

    Academic lectures

    2019

    Brautaset, Olav. Automatic fish identification from multi-frequency acoustic data using deep learning. Konferanse, ICES Annual Science Conference 2019, 09.09.2019.

    Brautaset, Olav. Applying deep learning to non-standard image data - a case study on marine acoustics. Workshop, Northern Lights Deep Learning Workshop 2019; Tromsø, 09.01.2019 - 10.01.2019.

    Brautaset, Olav; Handegard, Nils Olav. Automated acoustic data processing with deep learning. Workshop, Norway-US Workshop on Machine Learning to Improve Science for the Sustainability of Living Ocean Resources; Bergen, 23.05.2019 - 25.05.2019.

    2016

    Haugen, Stein; Edwin, Nathaniel John; Brautaset, Olav; Vinnem, Jan Erik. Quantitative risk analysis for decision support in process plant operations. Konferanse, 12th Global Congress on Process Safety; Houston, 10.04.2016 - 13.04.2016.

    2015

    Haugen, Stein; Vinnem, Jan Erik; Brautaset, Olav; Bye, Rolf Johan; Nyheim, Ole Magnus; Seljelid, Jorunn; Wagnild, Beate Riise. Risk information for operational decision making in oil and gas operations. Konferanse, ESREL 2015; Zurich, 07.09.2015 - 10.09.2015.

    Scientific lectures

    2020

    Brautaset, Olav. Automatic target classification using supervised learning on marine acoustic data with auxiliary information. Workshop, Classifying fisheries acoustic data, 09.11.2020.

    2019

    Brautaset, Olav. Automated acoustic data processing with deep learning. Seminar, AI lounge; Oslo, 28.05.2019.

    Reports

    2020

    Eikvil, Line; Holden, Marit; Holden, Lars; Brautaset, Olav. Machine learning for screening mammography - Initial analyses on a first limited dataset. Norsk Regnesentral, . NR-notat SAMBA/16/20. pp 45. 2020.

Postal address:
Norsk Regnesentral/
Norwegian Computing Center
P.O. Box 114 Blindern
NO-0314 Oslo
Norway
Visit address:
Norsk Regnesentral
Gaustadalleen 23a
Kristen Nygaards hus
NO-0373 Oslo.
Phone:
(+47) 22 85 25 00
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Postal address: Norsk Regnesentral/Norwegian Computing Center, P.O. Box 114 Blindern, NO-0314 Oslo, Norway
Visit address: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, NO-0373 Oslo.
Phone: (+47) 22 85 25 00
AddressHow to get to NR