Publication profile
Publication profile
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
Add to contacts (vCard) 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.
| 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 |
| Add to contacts (vCard) |
| Show publications |
Academic journal articles
2020Brautaset, 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.
2016Haugen, 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
2015Haugen, 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
2019Brautaset, 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.
2016Haugen, 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.
2015Haugen, 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
2020Brautaset, Olav. Automatic target classification using supervised learning on marine acoustic data with auxiliary information. Workshop, Classifying fisheries acoustic data, 09.11.2020.
2019Brautaset, Olav. Automated acoustic data processing with deep learning. Seminar, AI lounge; Oslo, 28.05.2019.
Reports
2020Eikvil, 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.
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