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English

Andreas Brandsæter

Andreas Brandsæter

Førsteamanuensis II
Institutt for IKT og realfag

andreas.brandsater@ntnu.no
Ålesund
Publikasjoner Formidling

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

2023

  • Madsen, Andreas Solnørdal; Aarset, Magne Vollan; Brandsæter, Andreas. (2023) Decision Transparency for enhanced human-machine collaboration for autonomous ships.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2022

  • Berge, Runar Lie; Sæterås, Bjørnar; Brandsæter, Andreas. (2022) Integrated Programming and Mathematics in Schools - A Solid Foundation for a Future Engineering Education?. Société européenne pour la formation des ingénieurs (SEFI)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • 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
    Vitenskapelig artikkel
  • 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)
    Vitenskapelig artikkel

2021

  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

2020

  • Brandsæter, Andreas; Smefjell, Georg; van de Merwe, Koen; Kamsvåg, Vegard. (2020) Assuring Safe Implementation of Decision Support Functionality based on Data-driven Methods for Ship Navigation. Research Publishing Services
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Brandsæter, Andreas. (2020) Data-driven methods for multiple sensor streams, with applications in the maritime industry. Universitetet i Oslo Universitetet i Oslo
    Doktorgradsavhandling

2019

  • Brandsæter, Andreas; Vanem, Erik; Glad, Ingrid Kristine. (2019) Efficient on-line anomaly detection for ship systems in operation. Expert Systems With Applications
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

2018

  • Vanem, Erik; Brandsæter, Andreas. (2018) Cluster-based anomaly detection in condition monitoring of a marine engine system. IEEE (Institute of Electrical and Electronics Engineers)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Brandsæter, Andreas; Vanem, Erik. (2018) Ship speed prediction based on full scale sensor measurements of shaft thrust and environmental conditions. Ocean Engineering
    Vitenskapelig artikkel
  • Brandsæter, Andreas; Knutsen, Knut Erik. (2018) Towards a framework for assurance of autonomous navigation systems in the maritime industry. CRC Press
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2017

  • Vanem, Erik; Brandsæter, Andreas; Gramstad, Odin. (2017) Regression models for the effect of environmental conditions on the efficiency of ship machinery systems. CRC Press
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Brandsæter, Andreas; Vanem, Erik; Glad, Ingrid Kristine. (2017) Cluster Based Anomaly Detection with Applications in the Maritime Industry. IEEE (Institute of Electrical and Electronics Engineers)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2016

  • Brandsæter, Andreas; Manno, Gabriele; Vanem, Erik; Glad, Ingrid Kristine. (2016) An Application of Sensor-Based Anomaly Detection in the Maritime Industry. Curran Associates, Inc.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2011

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

Tidsskriftspublikasjoner

  • 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
    Vitenskapelig artikkel
  • 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)
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Brandsæter, Andreas; Vanem, Erik; Glad, Ingrid Kristine. (2019) Efficient on-line anomaly detection for ship systems in operation. Expert Systems With Applications
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Brandsæter, Andreas; Vanem, Erik. (2018) Ship speed prediction based on full scale sensor measurements of shaft thrust and environmental conditions. Ocean Engineering
    Vitenskapelig artikkel

Del av bok/rapport

  • Madsen, Andreas Solnørdal; Aarset, Magne Vollan; Brandsæter, Andreas. (2023) Decision Transparency for enhanced human-machine collaboration for autonomous ships.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Berge, Runar Lie; Sæterås, Bjørnar; Brandsæter, Andreas. (2022) Integrated Programming and Mathematics in Schools - A Solid Foundation for a Future Engineering Education?. Société européenne pour la formation des ingénieurs (SEFI)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Brandsæter, Andreas; Smefjell, Georg; van de Merwe, Koen; Kamsvåg, Vegard. (2020) Assuring Safe Implementation of Decision Support Functionality based on Data-driven Methods for Ship Navigation. Research Publishing Services
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Vanem, Erik; Brandsæter, Andreas. (2018) Cluster-based anomaly detection in condition monitoring of a marine engine system. IEEE (Institute of Electrical and Electronics Engineers)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Brandsæter, Andreas; Knutsen, Knut Erik. (2018) Towards a framework for assurance of autonomous navigation systems in the maritime industry. CRC Press
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Vanem, Erik; Brandsæter, Andreas; Gramstad, Odin. (2017) Regression models for the effect of environmental conditions on the efficiency of ship machinery systems. CRC Press
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Brandsæter, Andreas; Vanem, Erik; Glad, Ingrid Kristine. (2017) Cluster Based Anomaly Detection with Applications in the Maritime Industry. IEEE (Institute of Electrical and Electronics Engineers)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Brandsæter, Andreas; Manno, Gabriele; Vanem, Erik; Glad, Ingrid Kristine. (2016) An Application of Sensor-Based Anomaly Detection in the Maritime Industry. Curran Associates, Inc.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • 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.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Rapport

  • Brandsæter, Andreas. (2020) Data-driven methods for multiple sensor streams, with applications in the maritime industry. Universitetet i Oslo Universitetet i Oslo
    Doktorgradsavhandling
  • Brandsæter, Andreas. (2011) Optimale randbetingelser for det diskrete Laplace-problemet. Universitetet i Oslo Universitetet i Oslo
    Mastergradsoppgave

Formidling

2023

  • Poster
    Brandsæter, Andreas. (2023) Shapley values for cluster importance: How clusters of the training data affect a prediction . SINTEF Geilo Winter Schools in eScience: Computational Statistics , Geilo, Norway 2023-01-22 - 2023-01-27
  • Poster
    Brandsæter, Andreas. (2023) Programming for Developing Mathematics Competencies. SINTEF Geilo Winter Schools in eScience: , Geilo, Norway 2023-01-22 - 2023-01-27

2022

  • Vitenskapelig foredrag
    Berge, Runar Lie; Sæterås, Bjørnar; Brandsæter, Andreas. (2022) Integrated Programming and Mathematics in Schools - A Solid Foundation for a Future Engineering Education?. Universitat Politècnica de Catalunya · BarcelonaTech (UPC) SEFI Anual Conference , Barcelona 2022-09-19 - 2022-09-22
  • Vitenskapelig foredrag
    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 , Singapore 2022-04-06 - 2022-04-07

2021

  • Faglig foredrag
    Brandsæter, Andreas. (2021) Testing and Assessing Autonomous Ship Navigation using Bridge Simulators. NTNU SFI AutoShip WP3: Vision workshop 2, AI decision support (IIR) , Ålesund 2021-04-23 - 2021-04-23

2019

  • Vitenskapelig foredrag
    Brandsæter, Andreas. (2019) Data-driven models for autonomous navigation: Challenges and suggestions. SINTEF International Conference on Maritime Autonomous Surface Ships (ICMASS) , Trondheim 2019-11-13 - 2019-11-14
  • Vitenskapelig foredrag
    Vanem, Erik; Brandsæter, Andreas. (2019) Statistical approaches to Anomaly Detection based on Real-Time Sensor Measurements. Hawassa University The Hawssa Math and Stat international conference 2009 , Hawassa 2019-02-11 - 2019-02-15

2017

  • Vitenskapelig foredrag
    Tveten, Martin; Brandsæter, Andreas; Glad, Ingrid Kristine. (2017) Anomaly detection in maritime data streams. European Network for Business and Industrial Statistics ENBI European Network for Business and Industrial Statistics ENBIS 2017 , University of Naples Umberto II 2017-09-12 -
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