Bjørn Magnus Mathisen
About
PhD candidate within Artificial Intelligence and Machine Learning.
Forskningsområde
Main areas of intereset is Artificial Intelligence and Machine Learning.
More specifically:
- Biologically inspired methods.
- CBR & Explanation based methods
- Decision support systems
- Machine Learning
Research group: Intelligente systemer
More information: http://folk.ntnu.no/bjornmm
Competencies
Publications
2022
-
Mathisen, Bjørn Magnus;
Bryhni, Anders.
(2022)
Ansiktsgjenkjenning for å identifisere laks.
www.sintef.no.
Popular scientific article
2021
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Bach, Kerstin;
Langseth, Helge.
(2021)
Using similarity learning to enable decision support in aquaculture.
2021. ISBN 978-82-326-5625-7. Doctoral theses at NTNU (331).
PhD thesis
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Aamodt, Agnar.
(2021)
Using extended siamese networks to provide decision support in aquaculture operations.
Applied intelligence (Boston).
Academic article
2020
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Karlsen, Geir Hågen;
Magin, Melanie;
Brandtzæg, Petter Bae.
(2020)
På leting etter utenlandsk informasjonspåvirkning En analyse av det norske kommunestyre- og fylkestingsvalget 2019 (Rapport på oppdrag fra Kommunal- og moderniseringsdepartementet).
2020. ISBN 978-82-14-06304-2.
Report
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Meidell, Espen;
Måløy, Håkon;
Sjøblom, Edvard Schreiner.
(2020)
FishNet: A Unified Embedding for Salmon Recognition.
24th European Conference on Artificial Intelligence, 29 August–8 September 2020, Santiago de Compostela, Spain – Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020).
Academic chapter/article
2019
-
Bach, Kerstin;
Mathisen, Bjørn Magnus;
Jaiswal, Amar Deep.
(2019)
Demonstrating the myCBR Rest API.
CEUR Workshop Proceedings.
volum 2567.
Academic article
-
Foros, Jørn;
Istad, Maren Kristine;
Morch, Andrei Z;
Mathisen, Bjørn Magnus.
(2019)
Use case applying machine-learning techniques for improving operation of the distribution network.
CIRED Conference Proceedings.
Academic article
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Magin, Melanie;
Brandtzæg, Petter Bae;
Karlsen, Geir Hågen.
(2019)
På leting etter utenlandsk informasjonspåvirkning. En analyse av det norske kommunestyre- og fylkestingsvalget 2019. SINTEF rapport 2019:01292.
2019. ISBN 978-82-14-06304-2. SINTEF Rapport (2019:01292).
Report
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Langseth, Helge;
Bach, Kerstin.
(2019)
Learning similarity measures from data.
Progress in Artificial Intelligence.
Academic article
-
Morch, Andrei Z;
Istad, Maren Kristine;
Ingebrigtsen, Karoline;
Garnås, Synne;
Foros, Jørn;
Mathisen, Bjørn Magnus.
(2019)
Use case for future (2030-2040) smart distribution grid operation (CINELDI-report 02:2019).
2019. ISBN 978-82-594-3778-5.
Report
2017
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Langseth, Helge.
(2017)
Data driven case base construction for prediction of success of marine operations.
CEUR Workshop Proceedings.
volum 2028.
Academic article
2016
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar.
(2016)
Kunstig intelligens og maskinglæring.
Overlegen.
volum 4.
Popular scientific article
-
Wienhofen, Leendert Wilhelmus Marinus;
Mathisen, Bjørn Magnus.
(2016)
Defining the initial case-base for a CBR operator support system in digital finishing A methodological knowledge acquisition approach.
Lecture Notes in Computer Science (LNCS).
volum 9969 (1).
Academic article
2014
-
Roman, Dumitru;
Pop, Claudia D.;
Roman, Roxana I.;
Mathisen, Bjørn Magnus;
Wienhofen, Leendert Wilhelmus Marinus;
Elvesæter, Brian;
Berre, Arne- Jørgen.
(2014)
An Overview of the Linked Data AppStore.
CEUR Workshop Proceedings.
volum 1312.
Academic article
-
Roman, Dumitru;
Pop, Claudia Daniela;
Roman, Roxana I.;
Mathisen, Bjørn Magnus;
Wienhofen, Leendert Wilhelmus Marinus;
Elvesæter, Brian;
Berre, Arne- Jørgen.
(2014)
The Linked Data AppStore - A Software-as-a-Service Platform Prototype for Data Integration on the Web.
Mining Intelligence and Knowledge Exploration - Second International Conference, MIKE 2014, Cork, Ireland, December 10-12, 2014. Proceedings.
Academic chapter/article
-
Svagård, Ingrid Storruste;
Austad, Hanne Opsahl;
Seeberg, Trine Margrethe;
Vedum, Jon;
Liverud, Anders Erik;
Mathisen, Bjørn Magnus;
Bendixen, Ole Christian;
Keller, Barbara;
Osborne, Phyllis;
Strisland, Frode.
(2014)
A Usability Study of a Mobile Monitoring System for Congestive Heart Failure Patients.
e-Health – For Continuity of Care.
Academic chapter/article
2013
-
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders;
McGovern, John;
Vilarinho, Thomas;
Farshchian, Babak A..
(2013)
Social Sub-Group Identification Using Social Graph and Semantic Analysis.
Workshop Proceedings of the 9th International Conference on Intelligent Environments.
Academic chapter/article
-
Strisland, Frode;
Svagård, Ingrid Storruste;
Seeberg, Trine Margrethe;
Mathisen, Bjørn Magnus;
Vedum, Jon;
Austad, Hanne Opsahl;
Liverud, Anders Erik;
Kofod-Petersen, Anders;
Bendixen, Ole Christian.
(2013)
ESUMS: A mobile system for continuous home monitoring of rehabilitation patients.
IEEE Engineering in Medicine and Biology Society. Conference Proceedings.
volum 35th.
Academic article
-
Vilarinho, Thomas;
Farshchian, Babak A.;
Floch, Jacqueline;
Mathisen, Bjørn Magnus.
(2013)
A Communication Framework for the Internet of People and Things Based on the Concept of Activity Feeds in Social Computing.
9th International Conference on Intelligent Environments (IE, 2013, Athens, Greece, 16-17 July 2013.
Academic chapter/article
2012
-
Divitini, Monica;
Farshchian, Babak A.;
Floch, Jacqueline;
Mathisen, Bjørn Magnus;
Mora, Simone;
Vilarinho, Thomas.
(2012)
Smart Jacket as a Collaborative Tangible User Interface in Crisis Management.
CEUR Workshop Proceedings.
volum 953.
Academic article
-
Gulbrandsen, Simen Kind;
Fikkan, Eirik;
Grunt, Emil;
Mehl, Kjetil;
Singh, Jaspreet;
Vrucinic, Miso;
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders.
(2012)
Social Network for Elderly.
GI-Edition Lecture Notes in Informatics (LNI).
volum 204.
Academic article
-
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders;
Olalde, Idoia.
(2012)
Co-Living Social Community for Elderly.
GI-Edition Lecture Notes in Informatics (LNI).
volum 204.
Academic article
2011
-
Hallsteinsen, Svein Olav;
Farshchian, Babak A.;
Burla, Anna;
Jiang, Shanshan;
Mathisen, Bjørn Magnus.
(2011)
FI – M2M D1.1 Platform architecture.
2011. ISBN 9788214052763. SINTEF Rapport (A21905).
Report
Scientific articles
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Aamodt, Agnar.
(2021)
Using extended siamese networks to provide decision support in aquaculture operations.
Applied intelligence (Boston).
Academic article
-
Bach, Kerstin;
Mathisen, Bjørn Magnus;
Jaiswal, Amar Deep.
(2019)
Demonstrating the myCBR Rest API.
CEUR Workshop Proceedings.
volum 2567.
Academic article
-
Foros, Jørn;
Istad, Maren Kristine;
Morch, Andrei Z;
Mathisen, Bjørn Magnus.
(2019)
Use case applying machine-learning techniques for improving operation of the distribution network.
CIRED Conference Proceedings.
Academic article
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Langseth, Helge;
Bach, Kerstin.
(2019)
Learning similarity measures from data.
Progress in Artificial Intelligence.
Academic article
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Langseth, Helge.
(2017)
Data driven case base construction for prediction of success of marine operations.
CEUR Workshop Proceedings.
volum 2028.
Academic article
-
Wienhofen, Leendert Wilhelmus Marinus;
Mathisen, Bjørn Magnus.
(2016)
Defining the initial case-base for a CBR operator support system in digital finishing A methodological knowledge acquisition approach.
Lecture Notes in Computer Science (LNCS).
volum 9969 (1).
Academic article
-
Roman, Dumitru;
Pop, Claudia D.;
Roman, Roxana I.;
Mathisen, Bjørn Magnus;
Wienhofen, Leendert Wilhelmus Marinus;
Elvesæter, Brian;
Berre, Arne- Jørgen.
(2014)
An Overview of the Linked Data AppStore.
CEUR Workshop Proceedings.
volum 1312.
Academic article
-
Strisland, Frode;
Svagård, Ingrid Storruste;
Seeberg, Trine Margrethe;
Mathisen, Bjørn Magnus;
Vedum, Jon;
Austad, Hanne Opsahl;
Liverud, Anders Erik;
Kofod-Petersen, Anders;
Bendixen, Ole Christian.
(2013)
ESUMS: A mobile system for continuous home monitoring of rehabilitation patients.
IEEE Engineering in Medicine and Biology Society. Conference Proceedings.
volum 35th.
Academic article
-
Divitini, Monica;
Farshchian, Babak A.;
Floch, Jacqueline;
Mathisen, Bjørn Magnus;
Mora, Simone;
Vilarinho, Thomas.
(2012)
Smart Jacket as a Collaborative Tangible User Interface in Crisis Management.
CEUR Workshop Proceedings.
volum 953.
Academic article
-
Gulbrandsen, Simen Kind;
Fikkan, Eirik;
Grunt, Emil;
Mehl, Kjetil;
Singh, Jaspreet;
Vrucinic, Miso;
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders.
(2012)
Social Network for Elderly.
GI-Edition Lecture Notes in Informatics (LNI).
volum 204.
Academic article
-
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders;
Olalde, Idoia.
(2012)
Co-Living Social Community for Elderly.
GI-Edition Lecture Notes in Informatics (LNI).
volum 204.
Academic article
Journal publications
-
Mathisen, Bjørn Magnus;
Bryhni, Anders.
(2022)
Ansiktsgjenkjenning for å identifisere laks.
www.sintef.no.
Popular scientific article
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar.
(2016)
Kunstig intelligens og maskinglæring.
Overlegen.
volum 4.
Popular scientific article
Part of book/report
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Meidell, Espen;
Måløy, Håkon;
Sjøblom, Edvard Schreiner.
(2020)
FishNet: A Unified Embedding for Salmon Recognition.
24th European Conference on Artificial Intelligence, 29 August–8 September 2020, Santiago de Compostela, Spain – Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020).
Academic chapter/article
-
Roman, Dumitru;
Pop, Claudia Daniela;
Roman, Roxana I.;
Mathisen, Bjørn Magnus;
Wienhofen, Leendert Wilhelmus Marinus;
Elvesæter, Brian;
Berre, Arne- Jørgen.
(2014)
The Linked Data AppStore - A Software-as-a-Service Platform Prototype for Data Integration on the Web.
Mining Intelligence and Knowledge Exploration - Second International Conference, MIKE 2014, Cork, Ireland, December 10-12, 2014. Proceedings.
Academic chapter/article
-
Svagård, Ingrid Storruste;
Austad, Hanne Opsahl;
Seeberg, Trine Margrethe;
Vedum, Jon;
Liverud, Anders Erik;
Mathisen, Bjørn Magnus;
Bendixen, Ole Christian;
Keller, Barbara;
Osborne, Phyllis;
Strisland, Frode.
(2014)
A Usability Study of a Mobile Monitoring System for Congestive Heart Failure Patients.
e-Health – For Continuity of Care.
Academic chapter/article
-
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders;
McGovern, John;
Vilarinho, Thomas;
Farshchian, Babak A..
(2013)
Social Sub-Group Identification Using Social Graph and Semantic Analysis.
Workshop Proceedings of the 9th International Conference on Intelligent Environments.
Academic chapter/article
-
Vilarinho, Thomas;
Farshchian, Babak A.;
Floch, Jacqueline;
Mathisen, Bjørn Magnus.
(2013)
A Communication Framework for the Internet of People and Things Based on the Concept of Activity Feeds in Social Computing.
9th International Conference on Intelligent Environments (IE, 2013, Athens, Greece, 16-17 July 2013.
Academic chapter/article
Report
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Bach, Kerstin;
Langseth, Helge.
(2021)
Using similarity learning to enable decision support in aquaculture.
2021. ISBN 978-82-326-5625-7. Doctoral theses at NTNU (331).
PhD thesis
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Karlsen, Geir Hågen;
Magin, Melanie;
Brandtzæg, Petter Bae.
(2020)
På leting etter utenlandsk informasjonspåvirkning En analyse av det norske kommunestyre- og fylkestingsvalget 2019 (Rapport på oppdrag fra Kommunal- og moderniseringsdepartementet).
2020. ISBN 978-82-14-06304-2.
Report
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Magin, Melanie;
Brandtzæg, Petter Bae;
Karlsen, Geir Hågen.
(2019)
På leting etter utenlandsk informasjonspåvirkning. En analyse av det norske kommunestyre- og fylkestingsvalget 2019. SINTEF rapport 2019:01292.
2019. ISBN 978-82-14-06304-2. SINTEF Rapport (2019:01292).
Report
-
Morch, Andrei Z;
Istad, Maren Kristine;
Ingebrigtsen, Karoline;
Garnås, Synne;
Foros, Jørn;
Mathisen, Bjørn Magnus.
(2019)
Use case for future (2030-2040) smart distribution grid operation (CINELDI-report 02:2019).
2019. ISBN 978-82-594-3778-5.
Report
-
Hallsteinsen, Svein Olav;
Farshchian, Babak A.;
Burla, Anna;
Jiang, Shanshan;
Mathisen, Bjørn Magnus.
(2011)
FI – M2M D1.1 Platform architecture.
2011. ISBN 9788214052763. SINTEF Rapport (A21905).
Report
Media
2021
-
LectureMathisen, Bjørn Magnus. (2021) Værobservasjoner på oppdrettslokaliteter som beslutningsstøtte. Eksponert kunnskap videomøteserie: Nye metoder for å forbedre operasjonene . SINTEF Ocean; Teams. 2021-11-19 - 2021-11-19.
2019
-
Academic lectureMathisen, Bjørn Magnus. (2019) Maskinlæring for Havbruk. Tekna Frokostmøte: Kunstig Intelligens i hverdagen . Tekna; Trondheim. 2019-11-07 - 2019-11-07.
2017
-
Academic lectureMathisen, Bjørn Magnus; Aamodt, Agnar; Langseth, Helge. (2017) Data driven case base construction for prediction of success of marine operations. ICCBR-17 Workshop on Workshop on Case-based Reasoning and Deep Learning - CBRDL 2017 . NTNU; Trondheim. 2017-06-26 - 2017-06-26.
2016
-
PosterWienhofen, Leendert Wilhelmus Marinus; Mathisen, Bjørn Magnus. (2016) Wienhofen, Leendert Wilhelmus Marinus; Mathisen, Bjørn Magnus. Defining the initial case-base for a CBR operator support system in digital finishing A methodological knowledge acquisition approach. ICCBR - International Conference on Case-Based Reasoning . Georgia Tech; Atlanta. 2016-10-31 - 2016-11-02.
2015
-
PosterMathisen, Bjørn Magnus. (2015) Enabling realtime distribution and visualization of climate data. YEAR annual conference . YEAR network; Helsinki. 2015-05-11 - 2015-05-12.
-
Academic lectureMathisen, Bjørn Magnus. (2015) Open Climate Data Portal. YEAR annual conference . YEAR network; Helsinki. 2015-05-11 - 2015-05-12.
2014
-
Academic lectureSvagård, Ingrid Storruste; Austad, Hanne Opsahl; Seeberg, Trine Margrethe; Vedum, Jon; Liverud, Anders Erik; Mathisen, Bjørn Magnus; Keller, Barbara; Bendixen, Ole Christian; Osborne, Phyllis; Strisland, Frode. (2014) A Usability Study of a Mobile Monitoring System for Congestive Heart Failure Patients. 25th European Medical Informatics Conference ; Istanbul. 2014-08-31 - 2014-09-03.
2013
-
Academic lectureMathisen, Bjørn Magnus. (2013) Social sub-group identification using social graph and semantic analysis. 8th Workshop on Artificial Intelligence Techniques for Ambient Intelligence (AITAmI’13) ; Aten. 2013-07-16 - 2013-07-17.
2012
-
Popular scientific lectureMathisen, Bjørn Magnus; Kofod-Petersen, Anders. (2012) Co-living projektet i Trondheim. Researchers' night . NTNU; NTNU. 2012-09-28 - 2012-09-28.
-
Popular scientific lectureViken, Brynjar Åge; Mathisen, Bjørn Magnus; Kofod-Petersen, Anders. (2012) Co-living projektet i Trondheim. Påning av mulighets rommet i Trondheim kommune . Trondheim kommune; Trondheim kommune. 2012-09-26 - 2012-09-26.