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Språkvelger

Norsk

Bjørn Magnus Mathisen

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Bjørn Magnus Mathisen

Tilknyttet/affiliated

bjornmm@idi.ntnu.no
+4773594465 +4741474423 211 Gamle fysikk Gløshaugen, Trondheim
NTNU webpage SINTEF profile
About Publications Outreach

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

  • Artificial intelligence
  • Machine learning

Publications

  • Chronological
  • By category
  • See all publications in Cristin

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 akademisk forlag SINTEF akademisk forlag
    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

2023

  • Mathisen, Bjørn Magnus; Bour, Guillaume Nicolas; Vallestad, Torbjørn. (2023) Teknisk spesifikasjon av Fritidsbåtplattformen. SINTEF AS (ISBN starter med 978-82-14-) (2024:00145)
    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

2022

  • 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; 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. Doctoral theses at NTNU (331)
    Doctoral dissertation
  • 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

  • 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
  • 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

2019

  • Bach, Kerstin; Mathisen, Bjørn Magnus; Jaiswal, Amar Deep. (2019) Demonstrating the myCBR Rest API. 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
  • 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

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 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
  • 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

2013

  • 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
  • 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

2012

  • Mathisen, Bjørn Magnus; Kofod-Petersen, Anders; Olalde, Idoia. (2012) Co-Living Social Community for Elderly. GI-Edition Lecture Notes in Informatics (LNI)
    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
  • 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
  • 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
    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
  • Mathisen, Bjørn Magnus; Kofod-Petersen, Anders; Olalde, Idoia. (2012) Co-Living Social Community for Elderly. GI-Edition Lecture Notes in Informatics (LNI)
    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
  • 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 akademisk forlag SINTEF akademisk forlag
    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
  • Mathisen, Bjørn Magnus; Bour, Guillaume Nicolas; Vallestad, Torbjørn. (2023) Teknisk spesifikasjon av Fritidsbåtplattformen. SINTEF AS (ISBN starter med 978-82-14-) (2024:00145)
    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
  • 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

Outreach

2023

  • Lecture
    Græslie, 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 -
  • Lecture
    Mathisen, Bjørn Magnus. (2023) Demo av Fritidsbåtplattformen. Sjøfartsdirektoratet Fritidsbåtkonferansen 2023 2023-03-29 -
  • Lecture
    Mathisen, Bjørn Magnus; Flatebø, Sverre. (2023) Presentasjon og demo av Fritidsbåtplattformen. Sjøfartsdirektoratet Fritidsbåtkonferansen 2023 2023-03-29 -

2021

  • Lecture
    Mathisen, 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 lecture
    Mathisen, Bjørn Magnus. (2019) Maskinlæring for Havbruk. Tekna Tekna Frokostmøte: Kunstig Intelligens i hverdagen , Trondheim 2019-11-07 - 2019-11-07

2017

  • Academic lecture
    Mathisen, 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

  • Poster
    Wienhofen, 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

  • Poster
    Mathisen, Bjørn Magnus. (2015) Enabling realtime distribution and visualization of climate data. YEAR network YEAR annual conference , Helsinki 2015-05-11 - 2015-05-12
  • Academic lecture
    Mathisen, Bjørn Magnus. (2015) Open Climate Data Portal. YEAR network YEAR annual conference , Helsinki 2015-05-11 - 2015-05-12

2014

  • Academic lecture
    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. 25th European Medical Informatics Conference , Istanbul 2014-08-31 - 2014-09-03

2013

  • Academic lecture
    Mathisen, 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 lecture
    Viken, 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 lecture
    Mathisen, Bjørn Magnus; Kofod-Petersen, Anders. (2012) Co-living projektet i Trondheim. NTNU Researchers' night , NTNU 2012-09-28 - 2012-09-28

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