Publications and research
Scientific publications
Biermann, Daniel; Goodwin, Morten; Granmo, Ole-Christoffer
(2023).
Knowledge Infused Representations Through Combination of Expert Knowledge and Original Input.
Zouganeli, Evi; Yazidi, Anis; Mello, Gustavo Borges Moreno E; Lind, Pedro (Ed.).
Nordic Artificial Intelligence Research and Development: 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31-June 1, 2022, Revised Selected Papers. p. 3-15.
Springer Nature.
https://doi.org/10.1007/978-3-031-17030-0_1
Opalic, Sven Myrdahl; Palumbo, Fabrizio; Goodwin, Morten; Lei, Jiao; Nielsen, Henrik Kofoed; Kolhe, Mohan Lal
(2023).
COST-WINNERS: COST reduction WIth Neural NEtworks-based augmented Random Search for simultaneous thermal and electrical energy storage control.
Journal of Energy Storage.
Vol. 72.
https://doi.org/10.1016/j.est.2023.108202
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. p. 297-310.
Springer.
https://doi.org/10.1007/978-3-031-20360-2_12
Følstad, Asbjørn; Araujo, Theo; Papadopoulos, Symeon; Law, Effie L.-C.; Luger, Ewa; Goodwin, Morten; Brandtzæg, Petter Bae
(2023).
Chatbot Research and Design. 6th International Workshop, CONVERSATIONS 2022, Amsterdam, The Netherlands, November 22–23, 2022, Revised Selected Papers.
ISBN: 978-3-031-25580-9.
211 p.
Springer.
Vol. 13815.
https://2022.conversations.ws/
Holen, Martin; Knausgård, Kristian Muri; Goodwin, Morten
(2022).
Development of a Simulator for Prototyping Reinforcement Learning-Based Autonomous Cars.
13 p.
Informatics.
Vol. 9.
https://doi.org/10.3390/informatics9020033
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. p. 477-488.
Springer Nature.
https://doi.org/10.1007/978-3-031-08223-8_39
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. p. 177-189.
Springer.
https://doi.org/10.1007/978-3-031-08223-8_15
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. p. 41-58.
IET Digital Library.
https://doi.org/10.1049/PBPO215E_ch3
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.
NN, NN (Ed.).
2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom). p. 94-99.
IEEE conference proceedings.
https://doi.org/10.1109/HealthCom54947.2022.998277...
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).
https://doi.org/10.1109/TG.2022.3185330
