Jens-Patrick Andre Bjerk Langstrand

Faculty of Computer Science, Engineering and Economics
Norwegian version of this page Position
Doctoral Research Fellow
Contact
+4769608268
Study place
Halden
Office nr.
-

Academic interests

  • Applied Machine Learning
  • Sensor Fusion
  • Vehicle Safety

Background

Jens-Patrick Langstrand received his master's degree in applied computer science from Østfold University College in 2016. He has been working as a researcher at the Institute for Energy Technology since. His research focus has been on applied Machine Learning for Human Factors research. He started his Doctorate Degree study in 2020 on sensing, control and testing in a warning system for slippery road conditions. The goal is to improve tyre-road friction estimation through physical modelling and sensor fusion. The project is part of the CRItical SPeed function and Automatic speed control function ahead of a dangerous road section (CRiSp) project.

Research Groups

Cyber-physical systems

 

Research groups

Publications

  • Randem, Hans Olav; Langstrand, Jens-Patrick Andre Bjerk; Nguyen, Hoa Thi & Thunem, Harald P-J (2021). Detecting Overlapping Pharmaceutical Infusion Bags using Convolutional Neural Network. In Colomo-Palacios, Ricardo & Ripon, Kazi Shah Nawaz (Ed.), Proceedings of the International Conference on Applied Artificial Intelligence (ICAPAI) 2021. IEEE conference proceedings. ISSN 978-1-7281-5934-8. p. 1–6. doi: 10.1109/ICAPAI49758.2021.9462053.
  • Langstrand, Jens-Patrick Andre Bjerk; Nguyen, Hoa Thi & McDonald, Robert (2020). Applying Deep Learning to Solve Alarm Flooding in Digital Nuclear Power Plant Control Rooms. In Ahram, Tareq (Eds.), Advances in Artificial Intelligence, Software and Systems Engineering: Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, July 16-20, 2020, USA. Springer. ISSN 978-3-030-51327-6. p. 521–527. doi: 10.1007/978-3-030-51328-3_71.
  • Hildebrandt, Michael; Nguyen, Hoa Thi & Langstrand, Jens-Patrick (2019). Synquesticon: An Environment for Authoring and Conducting Micro Task Studies. Proceedings of the Human Factors and Ergonomics Society Annual Meeting.. ISSN 1071-1813. p. 475–478. doi: 10.1177/1071181319631471.
  • Hildebrandt, Michael; Langstrand, Jens-Patrick & Nguyen, Hoa Thi (2019). Synopticon: A real-time data fusion platform for behavioral research. In x, x (Eds.), AutomotiveUI'19 Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications:Adjunct Proceedings. Association for Computing Machinery (ACM). ISSN 978-1-4503-6920-6. p. 494–497. doi: 10.1145/3349263.3349597.
  • Langstrand, Jens-Patrick; Nguyen, Hoa Thi & Hildebrandt, Michael (2018). Synopticon: Sensor fusion for real-time gaze detection and analysis. Proceedings of the Human Factors and Ergonomics Society Annual Meeting.. ISSN 1071-1813. 62(1), p. 311–315. doi: 10.1177/1541931218621072.
  • Nguyen, Hoa Thi; Langstrand, Jens-Patrick & Hildebrandt, Michael (2018). ReClass: An Application of Deep Learning for Real-time Reading Detection Using and Eye Tracking Device. Proceedings of the Human Factors and Ergonomics Society Annual Meeting.. ISSN 1071-1813. 62(1), p. 307–310. doi: 10.1177/1541931218621071.
  • Fernandes, Alexandra; Danielsen, Brit-Eli; Nguyen, Hoa Thi & Langstrand, Jens-Patrick (2018). Assessing Human Performance and Fatigue in a Control Room during ISS Operations. In NN, NN (Eds.), Proceedings of the 2018 SpaceOps Conference, (AIAA 2018-2543). American Institute of Aeronautics and Astronautics (AIAA). ISSN 978-1-62410-562-3. p. 1–11. doi: 10.2514/6.2018-2543. Full text in Research Archive

View all works in Cristin

  • Hildebrandt, Michael; Langstrand, Jens-Patrick & Nguyen, Hoa Thi (2020). Lessons Learned from Developing Gaze Tracking Tools for ATM and Flight Deck Training. Full text in Research Archive
  • Langstrand, Jens-Patrick; Nguyen, Hoa Thi & Michael, Hildebrandt (2018). Synopticon: Sensor Fusion for Real-Time Gaze Detection and Analysis.
  • Nguyen, Hoa Thi; Langstrand, Jens-Patrick & Hildebrandt, Michael (2018). ReClass: An Application of Deep Learning for Real-time Reading Detection Using and Eye Tracking Device.
  • Fernandes, Alexandra; Danielsen, Brit-Eli; Langstrand, Jens-Patrick & Nguyen, Hoa Thi (2018). Assessing Human Performance and Fatigue in a Control Room during ISS Operations.

View all works in Cristin

Published May 18, 2020 7:00 AM - Last modified Oct. 11, 2021 1:55 PM