Publications and research
Scientific publications
Johannesen, Nils Jakob; Kolhe, Mohan Lal; Goodwin, Morten
(2023).
Vertical Approach Anomaly Detection Using Local Outlier Factor.
Alhelou, Hassan Haes; Hatziargyriou, Nikos; Dong, Zhao Yang (Ed.).
Power Systems Cybersecurity Methods, Concepts, and Best Practices. Chapter 12. p. 297-310.
Springer.
https://link.springer.com/chapter/10.1007/978-3-03...
Johannesen, Nils Jakob; Kolhe, Mohan Lal; Goodwin, Morten
(2022).
Recurrent neural networks for electrical load forecasting to use in demand response.
Alhelou, Hassan Haes; Moreno-Muñoz, Antonio; Siano, Pierluigi (Ed.).
Industrial Demand Response: Methods, best practices, case studies, and applications. Chapter 3. p. 41-58.
IET Digital Library.
https://digital-library.theiet.org/content/books/1...
Dutt, Micheal; Redhu, Surender; Goodwin, Morten; Omlin, Christian Walter Peter (2022). Sleep Stage Identification based on Single-Channel EEG Signals using 1-D Convolutional Autoencoders. 2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom). Konferanseartikkel. p. 94-99. IEEE conference proceedings.
Szabo, Vera; Ebrahimi, Saeed Hasan; Choux, Martin Marie Hubert; Goodwin, Morten (2022). ITSC Fault Diagnosis in Permanent Magnet Synchronous Motor Drives Using Shallow CNNs. Boracchi, Giacomo; Iliadis, Lazaros; Jayne, Chrisina; Likas, Aristidis (Ed.). Engineering Applications of Neural Networks - 18th International Conference, EANN 2017. Chapter. p. 177-189. Springer.
Giri, Charul; Sharma, Jivitesh; Goodwin, Morten (2022). Brain Tumour Segmentation on 3D MRI Using Attention V-Net. Iliadis, Lazaros; Jayne, Chrisina; Tefas, Anastasios; Pimenidis, Elias (Ed.). Engineering Applications of Neural Networks. EANN 2022. Communications in Computer and Information Science. Chapter. p. 336-348. Springer Nature.
Jyhne, Sander; Goodwin, Morten; Andersen, Per-Arne; Oveland, Ivar; Nossum, Alexander Salveson; Ormseth, Karianne Øydegard; Ørstavik, Mathilde; Flatman, Andrew C.
(2022).
MapAI: Precision in BuildingSegmentation.
Nordic Machine Intelligence (NMI)
.
Vol. 2.
https://hdl.handle.net/11250/3048544
Lien, Henrik; Biermann, Daniel; Palumbo, Fabrizio; Goodwin, Morten (2022). An Exploration of Semi-supervised Text Classification. Iliadis, Lazaros; Jayne, Chrisina; Tefas, Anastasios; Pimenidis, Elias (Ed.). Engineering Applications of Neural Networks - 23rd International Conference, EAAAI/EANN 2022. Konferanseartikkel. p. 477-488. Springer Nature.
Meng, Li; Goodwin, Morten; Yazidi, Anis; Engelstad, Paal
(2022).
Improving the Diversity of Bootstrapped DQN by Replacing Priors With Noise.
10 p.
IEEE Transactions on Games (TG)
.
http://hdl.handle.net/10852/99676
Meng, Li; Yazidi, Anis; Goodwin, Morten; Engelstad, Paal
(2022).
Expert Q-learning: Deep Reinforcement Learning with Coarse State Values from Offline Expert Examples.
9 p.
Proceedings of the Northern Lights Deep Learning Workshop
.
https://hdl.handle.net/11250/3046199
Gupta, Aditya; Bringsdal, Even; Knausgård, Kristian Muri; Goodwin, Morten (2022). Accurate Wound and Lice Detection in Atlantic Salmon Fish Using a Convolutional Neural Network. Fishes . Vol. 7.
