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Murray, Brian

PhD Candidate Department of Technology and Safety
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Autonomous ship technology, machine learning, deep learning, data analytics, collision avoidance, maritime operations, decision support systems, hydrodynamics

MFA-2011 Ship Hydrodynamics 

TEK-3010 Marine Operations in the Ocean Space

 

  • Murray, Brian; Perera, Lokukaluge Prasad. Ship behavior prediction via trajectory extraction-based clustering for maritime situation awareness. Journal of Ocean Engineering and Science 2021. ISSN 2468-0133.s doi: 10.1016/j.joes.2021.03.001.

  • Murray, Brian; Perera, Lokukaluge Prasad. Deep Representation Learning-Based Vessel Trajectory Clustering for Situation Awareness in Ship Navigation. CRC Press 2021 ISBN 9780367773748.s doi: 10.1201/9781003216582-17.

  • Murray, Brian; Perera, Lokukaluge Prasad. An AIS-based deep learning framework for regional ship behavior prediction. Reliability Engineering & System Safety 2021. ISSN 0951-8320.s doi: 10.1016/j.ress.2021.107819.

  • Murray, Brian; Perera, Lokukaluge Prasad. A dual linear autoencoder approach for vessel trajectory prediction using historical AIS data. Ocean Engineering 2020. ISSN 0029-8018.s doi: 10.1016/j.oceaneng.2020.107478.

  • Murray, Brian; Perera, Lokukaluge Prasad. Unsupervised Trajectory Anomaly Detection for Situation Awareness in Maritime Navigation. The American Society of Mechanical Engineers (ASME) 2020; Volum 39 (6A) ISBN 978-0-7918-8437-9. ISSN 1523-651X.s doi: https://doi.org/10.1115/OMAE2020-18281.

  • Murray, Brian; Perera, Lokukaluge Prasad. An AIS-Based Multiple Trajectory Prediction Approach for Collision Avoidance in Future Vessels. The American Society of Mechanical Engineers (ASME) 2019 (Volume 7B) ISBN 978-0-7918-5885-1. ISSN 1523-651X.s doi: 10.1115/OMAE2019-95963.

  • Perera, Lokukaluge Prasad; Murray, Brian. Situation Awareness of Autonomous Ship Navigation in a Mixed Environment under Advanced Ship Predictor. The American Society of Mechanical Engineers (ASME) 2019 (Volume 7B) ISBN 978-0-7918-5885-1. ISSN 1523-651X.s doi: 10.1115/omae2019-95571.

  • Murray, Brian; Perera, Lokukaluge Prasad. A Data-Driven Approach to Vessel Trajectory Prediction for Safe Autonomous Ship Operations. IEEE 2018 (13) ISBN 978-1-5386-5244-2.s 240 - 247.s doi: 10.1109/ICDIM.2018.8847003.

  • Murray, Brian; Perera, Lokukaluge Prasad; Pedersen, Egil; Gaspar, Henrique Murilo. Machine Learning for Enhanced Maritime Situation Awareness - Leveraging Historical AIS Data for Ship Trajectory Prediction (PhD Thesis). (Fulltekst: https://munin.uit.no/handle/10037/20984 2021.

  • Sollid, Magne-Petter; Murray, Brian. Navigational Challenges in the Spitsbergen Area. 2017 ISBN 978-82-7644-747-7.s 208 - 216.

  • Murray, Brian; Perera, Lokukaluge Prasad; Pedersen, Egil; Gaspar, Henrique Murilo. Machine Learning for Enhanced Maritime Situation Awareness - Leveraging Historical AIS Data for Ship Trajectory Prediction (PhD Thesis). (Fulltekst: https://munin.uit.no/handle/10037/20984 2021.

  • Sollid, Magne-Petter; Murray, Brian. Navigational Challenges in the Spitsbergen Area. 2017 ISBN 978-82-7644-747-7.s 208 - 216.

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