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  1. Employees

Språkvelger

Norsk

Andreas Brandsæter

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Andreas Brandsæter

Associate Professor II
Department of ICT and Natural Sciences

andreas.brandsater@ntnu.no
Ålesund
Publications Outreach

Publications

  • Chronological
  • By category
  • All publications registered in NVA

2025

  • Fikstvedt, Daniel; Berge, Runar Lie; Brandsæter, Andreas; Ingvaldsen, Morten. (2025) Superfluous or meaningful integration of programming in mathematics? An analysis of lower secondary textbooks.
    Academic chapter
  • Brandsæter, Andreas; Glad, Ingrid Kristine. (2025) XAI in hindsight: Shapley values for explaining prediction accuracy. Expert Systems With Applications
    Academic article
  • Humberset, Beate Krøvel; Berget, Ingeborg Katrin Lid; Forsström, Sanna Erika; Berge, Runar Lie; Brandsæter, Andreas. (2025) The future of research on programming in mathematics education.
    Academic chapter
  • Madsen, Andreas Nygard; Brandsæter, Andreas; Merwe, Koen van de; Park, Jooyoung. (2025) Improving decision transparency in autonomous maritime collision avoidance. Journal of Marine Science and Technology
    Academic article
  • Brandsæter, Andreas; Berge, Runar Lie. (2025) Promoting mathematical competence development through programming activities. Educational Studies in Mathematics
    Academic article

2024

  • Wu, Baiheng; Hatledal, Lars Ivar; Madsen, Andreas Nygard; Wang, Tongtong; Brandsæter, Andreas; Osen, Ottar Laurits. (2024) Data Interface for an Interactable Ship Bridge towards Maritime Autonomous Surface Ships at Human-in-the-loop Levels.
    Academic chapter
  • Brandsæter, Andreas; Madsen, Andreas Nygard. (2024) A simulator-based approach for testing and assessing human supervised autonomous ship navigation. Journal of Marine Science and Technology
    Academic article
  • Berge, Runar Lie; Berget, Ingeborg Katrin Lid; Brandsæter, Andreas; Humberset, Beate Krøvel. (2024) Teacher actions to promote mathematical competencies in programming activities.
    Academic chapter
  • Aksnes, Oline Sæverud; Brandsæter, Andreas; Petersen, Elise Indregård; Schaathun, Hans Georg. (2024) Programmeringsparadokset etter Sfard og Leron. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article

2023

  • Ølnes, Torgeir; Brandsæter, Andreas. (2023) Korleis programmeringsoppgåver kan knytast til kjerneelementa og programmering i matematikkundervisinga. Utvikling av eit rammeverk for å vurdere programmeringsoppgåver etter LK20. Høgskulen i Volda
    Master thesis
  • Madsen, Andreas Solnørdal; Brandsæter, Andreas; Aarset, Magne Vollan. (2023) Decision Transparency for enhanced human-machine collaboration for autonomous ships.
    Academic chapter

2022

  • Brandsæter, Andreas; Glad, Ingrid Kristine. (2022) Shapley values for cluster importance: How clusters of the training data affect a prediction. Data mining and knowledge discovery
    Academic article
  • Berge, Runar Lie; Sæterås, Bjørnar; Brandsæter, Andreas. (2022) Integrated Programming and Mathematics in Schools - A Solid Foundation for a Future Engineering Education?.
    Academic chapter
  • Vagale, Anete; Osen, Ottar; Brandsæter, Andreas; Tannum, Marius Stian; Hovden, Christian; Bye, Robin Trulssen. (2022) On the use of maritime training simulators with humans in the loop for understanding and evaluating algorithms for autonomous vessels. Journal of Physics: Conference Series (JPCS)
    Academic article

2021

  • Brandsæter, Andreas; Osen, Ottar. (2021) Assessing autonomous ship navigation using bridge simulators enhanced by cycle-consistent adversarial networks. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
    Academic article
  • Brandsæter, Andreas. (2021) Programming in Mathematics Education: An Intermediary between the Real-World and the Mathematical Model. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article

2020

  • Brandsæter, Andreas; Smefjell, Georg; Merwe, Koen van de; Kamsvåg, Vegard. (2020) Assuring Safe Implementation of Decision Support Functionality based on Data-driven Methods for Ship Navigation.
    Academic chapter
  • Brandsæter, Andreas. (2020) Data-driven methods for multiple sensor streams, with applications in the maritime industry. Universitetet i Oslo
    Doctoral thesis

2019

  • Brandsæter, Andreas; Vanem, Erik; Glad, Ingrid Kristine. (2019) Efficient on-line anomaly detection for ship systems in operation. Expert Systems With Applications
    Academic article
  • Vanem, Erik; Brandsæter, Andreas. (2019) Unsupervised anomaly detection based on clustering methods and sensor data on a marine diesel engine. Journal of Marine Engineering & Technology
    Academic article

2018

  • Brandsæter, Andreas; Vanem, Erik. (2018) Ship speed prediction based on full scale sensor measurements of shaft thrust and environmental conditions. Ocean Engineering
    Academic article
  • Vanem, Erik; Brandsæter, Andreas. (2018) Cluster-based anomaly detection in condition monitoring of a marine engine system.
    Academic chapter
  • Brandsæter, Andreas; Knutsen, Knut Erik. (2018) Towards a framework for assurance of autonomous navigation systems in the maritime industry.
    Academic chapter

2017

  • Brandsæter, Andreas; Vanem, Erik; Glad, Ingrid Kristine. (2017) Cluster Based Anomaly Detection with Applications in the Maritime Industry.
    Academic chapter
  • Vanem, Erik; Brandsæter, Andreas; Gramstad, Odin. (2017) Regression models for the effect of environmental conditions on the efficiency of ship machinery systems.
    Academic chapter

2016

  • Brandsæter, Andreas; Manno, Gabriele; Vanem, Erik; Glad, Ingrid Kristine. (2016) An Application of Sensor-Based Anomaly Detection in the Maritime Industry.
    Academic chapter

2014

  • Georgopoulou, Chara A.; Kakalis, Nikolaos M.P.; Brandsæter, Andreas; Chryssakis, Christos; Eide, Magnus Strandmyr. (2014) Environmental impact and cost-effectiveness of CO2 reduction measures in multimodal trade routes: road and shipping.
    Academic chapter

2011

  • Brandsæter, Andreas. (2011) Optimale randbetingelser for det diskrete Laplace-problemet. Universitetet i Oslo
    Master thesis

Journal publications

  • Brandsæter, Andreas; Madsen, Andreas Nygard. (2024) A simulator-based approach for testing and assessing human supervised autonomous ship navigation. Journal of Marine Science and Technology
    Academic article
  • Brandsæter, Andreas; Osen, Ottar. (2021) Assessing autonomous ship navigation using bridge simulators enhanced by cycle-consistent adversarial networks. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
    Academic article
  • Brandsæter, Andreas; Vanem, Erik. (2018) Ship speed prediction based on full scale sensor measurements of shaft thrust and environmental conditions. Ocean Engineering
    Academic article
  • Brandsæter, Andreas; Glad, Ingrid Kristine. (2025) XAI in hindsight: Shapley values for explaining prediction accuracy. Expert Systems With Applications
    Academic article
  • Brandsæter, Andreas; Glad, Ingrid Kristine. (2022) Shapley values for cluster importance: How clusters of the training data affect a prediction. Data mining and knowledge discovery
    Academic article
  • Madsen, Andreas Nygard; Brandsæter, Andreas; Merwe, Koen van de; Park, Jooyoung. (2025) Improving decision transparency in autonomous maritime collision avoidance. Journal of Marine Science and Technology
    Academic article
  • Brandsæter, Andreas; Vanem, Erik; Glad, Ingrid Kristine. (2019) Efficient on-line anomaly detection for ship systems in operation. Expert Systems With Applications
    Academic article
  • Brandsæter, Andreas; Berge, Runar Lie. (2025) Promoting mathematical competence development through programming activities. Educational Studies in Mathematics
    Academic article
  • Brandsæter, Andreas. (2021) Programming in Mathematics Education: An Intermediary between the Real-World and the Mathematical Model. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Vanem, Erik; Brandsæter, Andreas. (2019) Unsupervised anomaly detection based on clustering methods and sensor data on a marine diesel engine. Journal of Marine Engineering & Technology
    Academic article
  • Vagale, Anete; Osen, Ottar; Brandsæter, Andreas; Tannum, Marius Stian; Hovden, Christian; Bye, Robin Trulssen. (2022) On the use of maritime training simulators with humans in the loop for understanding and evaluating algorithms for autonomous vessels. Journal of Physics: Conference Series (JPCS)
    Academic article
  • Aksnes, Oline Sæverud; Brandsæter, Andreas; Petersen, Elise Indregård; Schaathun, Hans Georg. (2024) Programmeringsparadokset etter Sfard og Leron. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article

Part of book/report

  • Fikstvedt, Daniel; Berge, Runar Lie; Brandsæter, Andreas; Ingvaldsen, Morten. (2025) Superfluous or meaningful integration of programming in mathematics? An analysis of lower secondary textbooks.
    Academic chapter
  • Wu, Baiheng; Hatledal, Lars Ivar; Madsen, Andreas Nygard; Wang, Tongtong; Brandsæter, Andreas; Osen, Ottar Laurits. (2024) Data Interface for an Interactable Ship Bridge towards Maritime Autonomous Surface Ships at Human-in-the-loop Levels.
    Academic chapter
  • Brandsæter, Andreas; Smefjell, Georg; Merwe, Koen van de; Kamsvåg, Vegard. (2020) Assuring Safe Implementation of Decision Support Functionality based on Data-driven Methods for Ship Navigation.
    Academic chapter
  • Brandsæter, Andreas; Vanem, Erik; Glad, Ingrid Kristine. (2017) Cluster Based Anomaly Detection with Applications in the Maritime Industry.
    Academic chapter
  • Georgopoulou, Chara A.; Kakalis, Nikolaos M.P.; Brandsæter, Andreas; Chryssakis, Christos; Eide, Magnus Strandmyr. (2014) Environmental impact and cost-effectiveness of CO2 reduction measures in multimodal trade routes: road and shipping.
    Academic chapter
  • Vanem, Erik; Brandsæter, Andreas; Gramstad, Odin. (2017) Regression models for the effect of environmental conditions on the efficiency of ship machinery systems.
    Academic chapter
  • Humberset, Beate Krøvel; Berget, Ingeborg Katrin Lid; Forsström, Sanna Erika; Berge, Runar Lie; Brandsæter, Andreas. (2025) The future of research on programming in mathematics education.
    Academic chapter
  • Vanem, Erik; Brandsæter, Andreas. (2018) Cluster-based anomaly detection in condition monitoring of a marine engine system.
    Academic chapter
  • Berge, Runar Lie; Sæterås, Bjørnar; Brandsæter, Andreas. (2022) Integrated Programming and Mathematics in Schools - A Solid Foundation for a Future Engineering Education?.
    Academic chapter
  • Brandsæter, Andreas; Manno, Gabriele; Vanem, Erik; Glad, Ingrid Kristine. (2016) An Application of Sensor-Based Anomaly Detection in the Maritime Industry.
    Academic chapter
  • Brandsæter, Andreas; Knutsen, Knut Erik. (2018) Towards a framework for assurance of autonomous navigation systems in the maritime industry.
    Academic chapter
  • Berge, Runar Lie; Berget, Ingeborg Katrin Lid; Brandsæter, Andreas; Humberset, Beate Krøvel. (2024) Teacher actions to promote mathematical competencies in programming activities.
    Academic chapter
  • Madsen, Andreas Solnørdal; Brandsæter, Andreas; Aarset, Magne Vollan. (2023) Decision Transparency for enhanced human-machine collaboration for autonomous ships.
    Academic chapter

Student thesis or dissertation

  • Ølnes, Torgeir; Brandsæter, Andreas. (2023) Korleis programmeringsoppgåver kan knytast til kjerneelementa og programmering i matematikkundervisinga. Utvikling av eit rammeverk for å vurdere programmeringsoppgåver etter LK20. Høgskulen i Volda
    Master thesis
  • Brandsæter, Andreas. (2011) Optimale randbetingelser for det diskrete Laplace-problemet. Universitetet i Oslo
    Master thesis
  • Brandsæter, Andreas. (2020) Data-driven methods for multiple sensor streams, with applications in the maritime industry. Universitetet i Oslo
    Doctoral thesis

Outreach

2026

  • Feature article
    Brandsæter, Andreas. (2026) Kan KI hjelpe oss å skape den skolen vi alltid har ønsket oss? Kunstig intelligens (KI) tvinger oss til å bygge kompetanse for kritisk bruk, ikke blind tillit.

2025

  • Conference lecture
    Brandsæter, Andreas; Skog, Camilla; Ingvaldsen, Morten; Berget, Ingeborg Lid. (2025) How students validate mathematical models: A case-study of Norwegian 9th grade students. The 22nd International Conference on Teaching of Mathematical Modelling and Application (ICTMA22)
  • Conference lecture
    Ingvaldsen, Morten; Brandsæter, Andreas; Berget, Ingeborg Lid. (2025) Student conceptions of the role of data in AI models. The 22nd International Conference on Teaching of Mathematical Modelling and Application (ICTMA22)
  • Interview
    Brandsæter, Andreas. (2025) Jeg tok turen rundt i nærområdet for å høre hva lokalbefolkningen mente om svaret ChatGPT ga meg.
  • Interview
    Brandsæter, Andreas. (2025) Programmering kan hjelpe oss forstå matte.
  • Contribution to radio or TV
    Brandsæter, Andreas. (2025) Abels tårn - Hvorfor er mat best på tur?.

2024

  • Feature article
    Brandsæter, Andreas. (2024) Å bygge tillit i KI-samfunnet.
  • Feature article
    Brandsæter, Andreas. (2024) Hvordan svarer ChatGPT om kontroversielle temaer?.
  • Conference lecture
    Brandsæter, Andreas. (2024) Programming for Developing Mathematical Competencies: Can we also teach subject matter?. PRIS-konferansen 2024
  • Conference poster
    Brandsæter, Andreas. (2024) XAI - The importance of training data. Geilo Winter Schools in eScience: Graphs and Applications
  • Conference lecture
    Berge, Runar Lie; Berget, Ingeborg Katrin Lid; Brandsæter, Andreas; Humberset, Beate Krøvel. (2024) Teacher actions to promote mathematical competencies in programming activities. MEDA4: 17th ERME Topic Conference - Mathematics Education in the Digital Age
  • Conference lecture
    Berge, Runar Lie; Berget, Ingeborg Katrin Lid; Brandsæter, Andreas; Humberset, Beate Krøvel. (2024) Eliciting students work on mathematical competencies through programming. NORMA 24 - Interplay between research and teaching practice in mathematics education
  • Conference lecture
    Brandsæter, Andreas. (2024) Fra kompetansemål til matematiske kompetanser. KLæM-konferansen
  • Interview
    Brandsæter, Andreas. (2024) Ulvestad barneskule har maritim uke.
  • Interview
    Brandsæter, Andreas. (2024) Barn får styre ferja.
  • Conference lecture
    Humberset, Beate Krøvel; Berget, Ingeborg Katrin Lid; Berge, Runar Lie; Forsström, Sanna Erika; Brandsæter, Andreas. (2024) The future of research in programming in mathematics education. NORMA 24 - Interplay between research and teaching practice in mathematics education
  • Conference poster
    Brandsæter, Andreas. (2024) Programming tasks and activities promoting mathematical competencies and subject matter. The 17th ERME Topic Conference - Mathematics Education in the Digital Age - MEDA4.

2023

  • Feature article
    Brandsæter, Andreas. (2023) Vi trenger mer kompetanse om KI. Men hva skal vi lære?.
  • Conference poster
    Brandsæter, Andreas. (2023) Shapley values for cluster importance: How clusters of the training data affect a prediction. Geilo Winter Schools in eScience: Computational Statistics
  • Conference poster
    Brandsæter, Andreas. (2023) Programming for Developing Mathematics Competencies. Geilo Winter Schools in eScience:
  • Feature article
    Brandsæter, Andreas. (2023) Er programmeringens plass i skolematematikken fortjent?.
  • Interview
    Brandsæter, Andreas. (2023) Hva trenger elevene egentlig å lære om KI? Det skal Andreas finne ut av.

2022

  • Conference lecture
    Berge, Runar Lie; Sæterås, Bjørnar; Brandsæter, Andreas. (2022) Integrated Programming and Mathematics in Schools - A Solid Foundation for a Future Engineering Education?. SEFI Anual Conference
  • Conference lecture
    Vagale, Anete; Osen, Ottar; Brandsæter, Andreas; Tannum, Marius Stian; Hovden, Christian; Bye, Robin Trulssen. (2022) On the use of maritime training simulators with humans in the loop for understanding and evaluating algorithms for autonomous vessels. The 4th International Conference on Maritime Autonomous Surface Ships (ICMASS) 2022

2021

  • Lecture
    Brandsæter, Andreas. (2021) Testing and Assessing Autonomous Ship Navigation using Bridge Simulators. SFI AutoShip WP3: Vision workshop 2, AI decision support (IIR)

2019

  • Conference lecture
    Brandsæter, Andreas. (2019) Data-driven models for autonomous navigation: Challenges and suggestions. International Conference on Maritime Autonomous Surface Ships (ICMASS)
  • Conference lecture
    Vanem, Erik; Brandsæter, Andreas. (2019) Statistical approaches to Anomaly Detection based on Real-Time Sensor Measurements. The Hawssa Math and Stat international conference 2009

2017

  • Conference lecture
    Tveten, Martin; Brandsæter, Andreas; Glad, Ingrid Kristine. (2017) Anomaly detection in maritime data streams. European Network for Business and Industrial Statistics ENBIS 2017

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