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
2024
-
Bjelland, Hans Vanhauwaert;
Størkersen, Kristine Vedal;
Føre, Heidi Moe;
Thorvaldsen, Trine ;
Folkedal, Ole;
Holmen, Ingunn Marie.
(2024)
Safe, robust, and productive Exposed Aquaculture Operations - Challenges and solutions.
SINTEF Ocean AS
Report
-
Bjelland, Hans Vanhauwaert;
Størkersen, Kristine Vedal;
Føre, Heidi Moe;
Thorvaldsen, Trine;
Folkedal, Ole;
Holmen, Ingunn Marie.
(2024)
Safe, robust, and productive Exposed Aquaculture Operations - Challenges and solutions.
SINTEF akademisk forlag
SINTEF akademisk forlag
Report
2023
-
Bye, Rolf Johan;
Thieme, Christoph Alexander;
Mathisen, Bjørn Magnus;
Bernsmed, Karin Elisabeth;
Aalberg, Asbjørn Lein;
Græslie, Lisa S..
(2023)
Behovskartlegging for Fritidsbåtplattformen .
SINTEF AS (ISBN starter med 978-82-14-) (2024:00150)
Report
-
Mathisen, Bjørn Magnus;
Bour, Guillaume Nicolas;
Vallestad, Torbjørn.
(2023)
Teknisk spesifikasjon av Fritidsbåtplattformen.
SINTEF AS (ISBN starter med 978-82-14-) (2024:00145)
Report
2022
-
Mathisen, Bjørn Magnus;
Bryhni, Anders.
(2022)
Ansiktsgjenkjenning for å identifisere laks.
www.sintef.no
Popular scientific article
-
Wille, Egil;
Hauge, Stein;
Nybø, Roar;
Onshus, Tor Engebret;
Ottermo, Maria Vatshaug;
Kråkenes, Tony.
(2022)
Automatisert rapportering av feil og hendelser.
SINTEF Digital
Report
2021
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Aamodt, Agnar.
(2021)
Using extended siamese networks to provide decision support in aquaculture operations.
Applied intelligence (Boston)
Academic article
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Bach, Kerstin;
Langseth, Helge.
(2021)
Using similarity learning to enable decision support in aquaculture.
Doctoral theses at NTNU (331)
Doctoral dissertation
2020
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Karlsen, Geir Hågen.
(2020)
På leting etter utenlandsk
informasjonspåvirkning
En analyse av det norske kommunestyre- og fylkestingsvalget 2019 (Rapport på oppdrag fra Kommunal- og moderniseringsdepartementet).
SINTEF
Report
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Meidell, Espen;
Måløy, Håkon;
Sjøblom, Edvard Schreiner.
(2020)
FishNet: A Unified Embedding for Salmon Recognition.
IOS Press
Academic chapter/article/Conference paper
2019
-
Bach, Kerstin;
Mathisen, Bjørn Magnus;
Jaiswal, Amar Deep.
(2019)
Demonstrating the myCBR Rest API.
CEUR Workshop Proceedings
Academic article
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Magin, Melanie.
(2019)
På leting etter utenlandsk informasjonspåvirkning.
En analyse av det norske kommunestyre- og fylkestingsvalget 2019. SINTEF rapport 2019:01292 .
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).
SINTEF Energi AS
Report
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Langseth, Helge;
Bach, Kerstin.
(2019)
Learning similarity measures from data.
Progress in Artificial Intelligence
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
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 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)
Academic article
2014
-
Roman, Dumitru;
Pop, Claudia Daniela;
Roman, Roxana I.;
Mathisen, Bjørn Magnus;
Wienhofen, Leendert Wilhelmus Marinus;
Elvesæter, Brian.
(2014)
The Linked Data AppStore - A Software-as-a-Service Platform Prototype for Data Integration on the Web.
Springer
Academic chapter/article/Conference paper
-
Svagård, Ingrid Storruste;
Austad, Hanne Opsahl;
Seeberg, Trine Margrethe;
Vedum, Jon;
Liverud, Anders Erik;
Mathisen, Bjørn Magnus.
(2014)
A Usability Study of a Mobile Monitoring System for Congestive Heart Failure Patients.
IOS Press
Academic chapter/article/Conference paper
-
Roman, Dumitru;
Pop, Claudia D.;
Roman, Roxana I.;
Mathisen, Bjørn Magnus;
Wienhofen, Leendert Wilhelmus Marinus;
Elvesæter, Brian.
(2014)
An Overview of the Linked Data AppStore.
CEUR Workshop Proceedings
Academic article
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.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Strisland, Frode;
Svagård, Ingrid Storruste;
Seeberg, Trine Margrethe;
Mathisen, Bjørn Magnus;
Vedum, Jon;
Austad, Hanne Opsahl.
(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.
IOS Press
Academic chapter/article/Conference paper
2012
-
Gulbrandsen, Simen Kind;
Fikkan, Eirik;
Grunt, Emil;
Mehl, Kjetil;
Singh, Jaspreet;
Vrucinic, Miso.
(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 Rapport (A21905)
Report
Journal publications
-
Mathisen, Bjørn Magnus;
Bryhni, Anders.
(2022)
Ansiktsgjenkjenning for å identifisere laks.
www.sintef.no
Popular scientific article
-
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
Academic article
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Langseth, Helge;
Bach, Kerstin.
(2019)
Learning similarity measures from data.
Progress in Artificial Intelligence
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.
(2017)
Data driven case base construction for prediction of success of marine operations
.
CEUR Workshop Proceedings
Academic article
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar.
(2016)
Kunstig intelligens og maskinglæring.
Overlegen
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)
Academic article
-
Roman, Dumitru;
Pop, Claudia D.;
Roman, Roxana I.;
Mathisen, Bjørn Magnus;
Wienhofen, Leendert Wilhelmus Marinus;
Elvesæter, Brian.
(2014)
An Overview of the Linked Data AppStore.
CEUR Workshop Proceedings
Academic article
-
Strisland, Frode;
Svagård, Ingrid Storruste;
Seeberg, Trine Margrethe;
Mathisen, Bjørn Magnus;
Vedum, Jon;
Austad, Hanne Opsahl.
(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.
(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
Part of book/report
-
Mathisen, Bjørn Magnus;
Bach, Kerstin;
Meidell, Espen;
Måløy, Håkon;
Sjøblom, Edvard Schreiner.
(2020)
FishNet: A Unified Embedding for Salmon Recognition.
IOS Press
Academic chapter/article/Conference paper
-
Roman, Dumitru;
Pop, Claudia Daniela;
Roman, Roxana I.;
Mathisen, Bjørn Magnus;
Wienhofen, Leendert Wilhelmus Marinus;
Elvesæter, Brian.
(2014)
The Linked Data AppStore - A Software-as-a-Service Platform Prototype for Data Integration on the Web.
Springer
Academic chapter/article/Conference paper
-
Svagård, Ingrid Storruste;
Austad, Hanne Opsahl;
Seeberg, Trine Margrethe;
Vedum, Jon;
Liverud, Anders Erik;
Mathisen, Bjørn Magnus.
(2014)
A Usability Study of a Mobile Monitoring System for Congestive Heart Failure Patients.
IOS Press
Academic chapter/article/Conference paper
-
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.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Mathisen, Bjørn Magnus;
Kofod-Petersen, Anders;
McGovern, John;
Vilarinho, Thomas;
Farshchian, Babak A..
(2013)
Social Sub-Group Identification Using Social Graph and Semantic Analysis.
IOS Press
Academic chapter/article/Conference paper
Report
-
Bjelland, Hans Vanhauwaert;
Størkersen, Kristine Vedal;
Føre, Heidi Moe;
Thorvaldsen, Trine ;
Folkedal, Ole;
Holmen, Ingunn Marie.
(2024)
Safe, robust, and productive Exposed Aquaculture Operations - Challenges and solutions.
SINTEF Ocean AS
Report
-
Bjelland, Hans Vanhauwaert;
Størkersen, Kristine Vedal;
Føre, Heidi Moe;
Thorvaldsen, Trine;
Folkedal, Ole;
Holmen, Ingunn Marie.
(2024)
Safe, robust, and productive Exposed Aquaculture Operations - Challenges and solutions.
SINTEF akademisk forlag
SINTEF akademisk forlag
Report
-
Bye, Rolf Johan;
Thieme, Christoph Alexander;
Mathisen, Bjørn Magnus;
Bernsmed, Karin Elisabeth;
Aalberg, Asbjørn Lein;
Græslie, Lisa S..
(2023)
Behovskartlegging for Fritidsbåtplattformen .
SINTEF AS (ISBN starter med 978-82-14-) (2024:00150)
Report
-
Mathisen, Bjørn Magnus;
Bour, Guillaume Nicolas;
Vallestad, Torbjørn.
(2023)
Teknisk spesifikasjon av Fritidsbåtplattformen.
SINTEF AS (ISBN starter med 978-82-14-) (2024:00145)
Report
-
Wille, Egil;
Hauge, Stein;
Nybø, Roar;
Onshus, Tor Engebret;
Ottermo, Maria Vatshaug;
Kråkenes, Tony.
(2022)
Automatisert rapportering av feil og hendelser.
SINTEF Digital
Report
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar;
Bach, Kerstin;
Langseth, Helge.
(2021)
Using similarity learning to enable decision support in aquaculture.
Doctoral theses at NTNU (331)
Doctoral dissertation
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Karlsen, Geir Hågen.
(2020)
På leting etter utenlandsk
informasjonspåvirkning
En analyse av det norske kommunestyre- og fylkestingsvalget 2019 (Rapport på oppdrag fra Kommunal- og moderniseringsdepartementet).
SINTEF
Report
-
Grøtan, Tor Olav;
Fiskvik, Jannicke;
Haro, Peter Halland;
Auran, Per Gunnar;
Mathisen, Bjørn Magnus;
Magin, Melanie.
(2019)
På leting etter utenlandsk informasjonspåvirkning.
En analyse av det norske kommunestyre- og fylkestingsvalget 2019. SINTEF rapport 2019:01292 .
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).
SINTEF Energi AS
Report
-
Hallsteinsen, Svein Olav;
Farshchian, Babak A.;
Burla, Anna;
Jiang, Shanshan;
Mathisen, Bjørn Magnus.
(2011)
FI – M2M D1.1 Platform architecture.
SINTEF Rapport (A21905)
Report
Knowledge Transfer
2023
-
LectureMathisen, Bjørn Magnus. (2023) Demo av Fritidsbåtplattformen. Sjøfartsdirektoratet Fritidsbåtkonferansen 2023 2023-03-29 -
-
LectureMathisen, Bjørn Magnus; Flatebø, Sverre. (2023) Presentasjon og demo av Fritidsbåtplattformen. Sjøfartsdirektoratet Fritidsbåtkonferansen 2023 2023-03-29 -
-
LectureGræslie, Lisa S.; Mathisen, Bjørn Magnus; Bye, Rolf Johan. (2023) Fritidsbåtplattformen: en digitalt støttet plattform for tverrsektorielt samarbeid mot fritidsbåtulykker. Sjøfarts Sakkyndig råd for Fritidsfartøy 2023-11-23 -
2021
-
LectureMathisen, Bjørn Magnus. (2021) Værobservasjoner på oppdrettslokaliteter som beslutningsstøtte. SINTEF Ocean Eksponert kunnskap videomøteserie: Nye metoder for å forbedre operasjonene , Teams 2021-11-19 - 2021-11-19
2019
-
Academic lectureMathisen, Bjørn Magnus. (2019) Maskinlæring for Havbruk. Tekna Tekna Frokostmøte: Kunstig Intelligens i hverdagen , 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. NTNU ICCBR-17 Workshop on Workshop on Case-based Reasoning and Deep Learning - CBRDL 2017 , 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. Georgia Tech ICCBR - International Conference on Case-Based Reasoning , Atlanta 2016-10-31 - 2016-11-02
2015
-
Academic lectureMathisen, Bjørn Magnus. (2015) Open Climate Data Portal. YEAR network YEAR annual conference , Helsinki 2015-05-11 - 2015-05-12
-
PosterMathisen, Bjørn Magnus. (2015) Enabling realtime distribution and visualization of climate data. YEAR network YEAR annual conference , 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. (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 lectureViken, Brynjar Åge; Mathisen, Bjørn Magnus; Kofod-Petersen, Anders. (2012) Co-living projektet i Trondheim. Trondheim kommune Påning av mulighets rommet i Trondheim kommune , Trondheim kommune 2012-09-26 - 2012-09-26
-
Popular scientific lectureMathisen, Bjørn Magnus; Kofod-Petersen, Anders. (2012) Co-living projektet i Trondheim. NTNU Researchers' night , NTNU 2012-09-28 - 2012-09-28