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: ANNs, Neuroevolution, Contrastive Learning
- CBR & Explanation based methods
- Decision support systems
- Machine Learning
Research group: Intelligente systemer
More information: https://folk.idi.ntnu.no/bjornmm/
Competencies
Publications
2025
-
Devold, Erling Arvola;
Flaten, Jarl G. T.;
Mathisen, Bjørn Magnus.
(2025)
FHF Sanntrål L3.2 Metodebeskrivelse.
SINTEF Nord AS
Research report
2024
-
Bjelland, Hans Vanhauwaert;
Størkersen, Kristine Vedal;
Føre, Heidi Moe;
Thorvaldsen, Trine;
Folkedal, Ole;
Holmen, Ingunn Marie;
Lona, Eivind;
Grøtli, Esten Ingar;
Selvik, Ørjan;
Fagertun, Jan Tore.
(2024)
Safe, robust, and productive Exposed Aquaculture Operations - Challenges and solutions.
SINTEF akademisk forlag
Research report
-
Bjelland, Hans Vanhauwaert;
Størkersen, Kristine Vedal;
Føre, Heidi Moe;
Thorvaldsen, Trine;
Folkedal, Ole;
Holmen, Ingunn Marie;
Lona, Eivind;
Grøtli, Esten Ingar;
Selvik, Ørjan;
Fagertun, Jan Tore.
(2024)
Safe, robust, and productive Exposed Aquaculture Operations - Challenges and solutions.
SINTEF Ocean AS
Research report
2023
-
Bye, Rolf Johan;
Thieme, Christoph Alexander;
Mathisen, Bjørn Magnus;
Bernsmed, Karin Elisabeth;
Aalberg, Asbjørn Lein;
Græslie, Lisa S.;
Håbrekke, Solfrid;
Brennhovd, Pål;
Skytterholm, Andrea Neverdal;
Lamvik, Gunnar Martin.
(2023)
Behovskartlegging for Fritidsbåtplattformen.
SINTEF Digital
Research report
-
Mathisen, Bjørn Magnus;
Bour, Guillaume Nicolas;
Vallestad, Torbjørn.
(2023)
Teknisk spesifikasjon av Fritidsbåtplattformen.
SINTEF Digital
Research report
2022
-
Mathisen, Bjørn Magnus;
Bryhni, Anders.
(2022)
Ansiktsgjenkjenning for å identifisere laks.
www.sintef.no
Popular science article
-
Wille, Egil;
Hauge, Stein;
Nybø, Roar;
Onshus, Tor Engebret;
Ottermo, Maria Vatshaug;
Kråkenes, Tony;
Mathisen, Bjørn Magnus.
(2022)
Automatisert rapportering av feil og hendelser.
SINTEF Digital
Research report
2021
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Aamodt, Agnar.
(2021)
Using extended siamese networks to provide decision support in aquaculture operations.
Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems
Academic article
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Bach, Kerstin;
Langseth, Helge.
(2021)
Using similarity learning to enable decision support in aquaculture.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
2020
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Meidell, Espen;
Måløy, Håkon;
Sjøblom, Edvard Schreiner.
(2020)
FishNet: A Unified Embedding for Salmon Recognition.
Academic chapter
-
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).
SINTEF Digital
Research report
2019
-
Bach, Kerstin;
Mathisen, Bjørn Magnus;
Jaiswal, Amar Deep.
(2019)
Demonstrating the myCBR Rest API.
CEUR Workshop Proceedings
Academic article
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Langseth, Helge;
Bach, Kerstin.
(2019)
Learning similarity measures from data.
Progress in Artificial Intelligence
Academic article
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Karlsen, Geir Hågen;
Magin, Melanie;
Brandtzæg, Petter Bae.
(2019)
På leting etter utenlandsk informasjonspåvirkning. En analyse av det norske kommunestyre- og fylkestingsvalget 2019.
SINTEF Digital
Research 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).
SINTEF Energi AS
Research report
-
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
2017
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Langseth, Helge.
(2017)
Data driven case base construction for prediction of success of marine operations.
CEUR Workshop Proceedings
Academic article
2016
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar.
(2016)
Kunstig intelligens og maskinglæring.
Overlegen
Popular science 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)
Academic article
2014
-
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.
Academic chapter
-
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
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.
Academic chapter
2013
-
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.
Academic chapter
-
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
Academic 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.
Academic chapter
2012
-
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)
Academic article
-
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders;
Olalde, Idoia.
(2012)
Co-Living Social Community for Elderly.
GI-Edition Lecture Notes in Informatics (LNI)
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
Academic article
2011
-
Hallsteinsen, Svein Olav;
Farshchian, Babak A.;
Burla, Anna;
Jiang, Shanshan;
Mathisen, Bjørn Magnus.
(2011)
FI – M2M D1.1 Platform architecture.
SINTEF Digital
Research report
Journal publications
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar.
(2016)
Kunstig intelligens og maskinglæring.
Overlegen
Popular science article
-
Mathisen, Bjørn Magnus;
Bryhni, Anders.
(2022)
Ansiktsgjenkjenning for å identifisere laks.
www.sintef.no
Popular science article
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Aamodt, Agnar.
(2021)
Using extended siamese networks to provide decision support in aquaculture operations.
Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems
Academic article
-
Bach, Kerstin;
Mathisen, Bjørn Magnus;
Jaiswal, Amar Deep.
(2019)
Demonstrating the myCBR Rest API.
CEUR Workshop Proceedings
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
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)
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
Academic article
-
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders;
Olalde, Idoia.
(2012)
Co-Living Social Community for Elderly.
GI-Edition Lecture Notes in Informatics (LNI)
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
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)
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
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
Part of book/report
-
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.
Academic chapter
-
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.
Academic chapter
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Meidell, Espen;
Måløy, Håkon;
Sjøblom, Edvard Schreiner.
(2020)
FishNet: A Unified Embedding for Salmon Recognition.
Academic chapter
-
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.
Academic chapter
-
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders;
McGovern, John;
Vilarinho, Thomas;
Farshchian, Babak A..
(2013)
Social Sub-Group Identification Using Social Graph and Semantic Analysis.
Academic chapter
Report
-
Devold, Erling Arvola;
Flaten, Jarl G. T.;
Mathisen, Bjørn Magnus.
(2025)
FHF Sanntrål L3.2 Metodebeskrivelse.
SINTEF Nord AS
Research report
-
Bye, Rolf Johan;
Thieme, Christoph Alexander;
Mathisen, Bjørn Magnus;
Bernsmed, Karin Elisabeth;
Aalberg, Asbjørn Lein;
Græslie, Lisa S.;
Håbrekke, Solfrid;
Brennhovd, Pål;
Skytterholm, Andrea Neverdal;
Lamvik, Gunnar Martin.
(2023)
Behovskartlegging for Fritidsbåtplattformen.
SINTEF Digital
Research report
-
Bjelland, Hans Vanhauwaert;
Størkersen, Kristine Vedal;
Føre, Heidi Moe;
Thorvaldsen, Trine;
Folkedal, Ole;
Holmen, Ingunn Marie;
Lona, Eivind;
Grøtli, Esten Ingar;
Selvik, Ørjan;
Fagertun, Jan Tore.
(2024)
Safe, robust, and productive Exposed Aquaculture Operations - Challenges and solutions.
SINTEF akademisk forlag
Research report
-
Mathisen, Bjørn Magnus;
Bour, Guillaume Nicolas;
Vallestad, Torbjørn.
(2023)
Teknisk spesifikasjon av Fritidsbåtplattformen.
SINTEF Digital
Research report
-
Wille, Egil;
Hauge, Stein;
Nybø, Roar;
Onshus, Tor Engebret;
Ottermo, Maria Vatshaug;
Kråkenes, Tony;
Mathisen, Bjørn Magnus.
(2022)
Automatisert rapportering av feil og hendelser.
SINTEF Digital
Research report
-
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).
SINTEF Digital
Research report
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Karlsen, Geir Hågen;
Magin, Melanie;
Brandtzæg, Petter Bae.
(2019)
På leting etter utenlandsk informasjonspåvirkning. En analyse av det norske kommunestyre- og fylkestingsvalget 2019.
SINTEF Digital
Research 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).
SINTEF Energi AS
Research report
-
Hallsteinsen, Svein Olav;
Farshchian, Babak A.;
Burla, Anna;
Jiang, Shanshan;
Mathisen, Bjørn Magnus.
(2011)
FI – M2M D1.1 Platform architecture.
SINTEF Digital
Research report
-
Bjelland, Hans Vanhauwaert;
Størkersen, Kristine Vedal;
Føre, Heidi Moe;
Thorvaldsen, Trine;
Folkedal, Ole;
Holmen, Ingunn Marie;
Lona, Eivind;
Grøtli, Esten Ingar;
Selvik, Ørjan;
Fagertun, Jan Tore.
(2024)
Safe, robust, and productive Exposed Aquaculture Operations - Challenges and solutions.
SINTEF Ocean AS
Research report
Student thesis or dissertation
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Bach, Kerstin;
Langseth, Helge.
(2021)
Using similarity learning to enable decision support in aquaculture.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
Outreach
2025
-
Reader opinionWivestad, Viggo Tellefsen; Mathisen, Bjørn Magnus. (2025) Debatt: Slik kan man sikre seg mot økonomisk «deepfake»-svindel.
2023
-
LectureGræslie, Lisa S.; Mathisen, Bjørn Magnus; Bye, Rolf Johan. (2023) Fritidsbåtplattformen: en digitalt støttet plattform for tverrsektorielt samarbeid mot fritidsbåtulykker. Sakkyndig råd for Fritidsfartøy
-
Lecture
-
LectureMathisen, Bjørn Magnus; Flatebø, Sverre. (2023) Presentasjon og demo av Fritidsbåtplattformen. Fritidsbåtkonferansen 2023
2021
-
LectureMathisen, Bjørn Magnus. (2021) Værobservasjoner på oppdrettslokaliteter som beslutningsstøtte. Eksponert kunnskap videomøteserie: Nye metoder for å forbedre operasjonene
2019
-
Conference lectureMathisen, Bjørn Magnus. (2019) Maskinlæring for Havbruk. Tekna Frokostmøte: Kunstig Intelligens i hverdagen
2017
-
Conference 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
2016
-
Conference 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
2015
-
Conference lecture
-
Conference posterMathisen, Bjørn Magnus. (2015) Enabling realtime distribution and visualization of climate data. YEAR annual conference
2014
-
Conference 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
2013
-
Conference 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)
2012
-
LectureMathisen, Bjørn Magnus; Kofod-Petersen, Anders. (2012) Co-living projektet i Trondheim. Researchers' night
-
LectureViken, Brynjar Åge; Mathisen, Bjørn Magnus; Kofod-Petersen, Anders. (2012) Co-living projektet i Trondheim. Påning av mulighets rommet i Trondheim kommune