Hoa Thi Nguyen

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

Academic interests

  • Autonomic Computing
  • Applied Machine Learning
  • Robotics

Background

Hoa Nguyen received her master's degree in computer science from Østfold University College in 2016. She has been working as a researcher at the Institute for Energy Technology since. Her research focus on Applied Machine Learning to further enhance digital systems with perception. The aim is to reduce human errors by making the systems more secure and user-friendly. She started her Doctorate Degree study in 2020 in autonomic computing for service oriented architectures. The goal is to develop a self-managing system that can adapt to the complexity of dynamic systems without human interventions. Her project is part of the EU project Arrowhead Tools for Engineering of Digitalisation Solutions.

Publications

  • Nguyen, Hoa Thi & Haugen, Øystein (2022). Building Experimental Laboratory for Digital Twin in Service Oriented Architecture, 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems - ICPS. IEEE (Institute of Electrical and Electronics Engineers). ISSN 978-1-6654-9770-1. doi: 10.1109/ICPS51978.2022.9816926. Full text in Research Archive
  • 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

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  • 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 Mar. 18, 2020 3:08 PM - Last modified Oct. 11, 2021 1:55 PM