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A3080 ( Jon Lilletuns vei 9, Grimstad )
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Vitenskapelige publikasjoner

  • Maree, Charl; Omlin, Christian Walter Peter (2022). Balancing Profit, Risk, and Sustainability for Portfolio Management. IEEE Computational Intelligence Magazine. ISSN: 1556-603X. doi:10.1109/CIFEr52523.2022.9776048.
  • Maree, Charl; Omlin, Christian Walter Peter (2022). Can Interpretable Reinforcement Learning Manage Prosperity Your Way?. AI. 3 (2). s 526 - 537. doi:10.3390/ai3020030.
  • Mathew, Manuel Sathyajith; Kandukuri, Surya Teja; Omlin, Christian Walter Peter (2022). Estimation of Wind Turbine Performance Degradation with Deep Neural Networks. Proceedings of the European Conference of the Prognostics and Health Management Society (PHME). ISSN: 2325-016X. 7 (1). s 351 - 359. doi:10.36001/phme.2022.v7i1.3328.
  • Asres, Mulugeta Weldezgina; Cummings, Grace; Khukhunaishvili, Aleko; Parygin, Pavel; Cooper, Seth I.; Yu, David; Dittmann, Jay; Omlin, Christian Walter Peter (2022). Long Horizon Anomaly Prediction in Multivariate Time Series with Causal Autoencoders. Proceedings of the European Conference of the Prognostics and Health Management Society (PHME). ISSN: 2325-016X. 7 (1). s 21 - 31. doi:10.36001/phme.2022.v7i1.3367.
  • Maree, Charl; Omlin, Christian Walter Peter (2022). Reinforcement Learning Your Way: Agent Characterization through Policy Regularization. AI. 3 (2). s 250 - 259. doi:10.3390/ai3020015.
  • Maree, Charl; Omlin, Christian Walter Peter (2022). Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation. IEEE Computational Intelligence Magazine. ISSN: 1556-603X. doi:10.1109/CIFEr52523.2022.9776210.
  • Dutt, Micheal; Goodwin, Morten; Omlin, Christian Walter Peter (2021). Automatic Sleep Stage Identification with Time Distributed Convolutional Neural Network. Proceedings of ... International Joint Conference on Neural Networks. ISSN: 2161-4393. doi:10.1109/IJCNN52387.2021.9533542.
  • Maree, Charl; Omlin, Christian Walter Peter (2021). Clustering in Recurrent Neural Networks for Micro-Segmentation using Spending Personality. IEEE Symposium Series on Computational Intelligence 2021. ISBN: 978-1-7281-9048-8. IEEE Press.
  • Asres, Mulugeta Weldezgina; Cummings, Grace; Parygin, Pavel; Khukhunaishvili, Aleko; Toms, Maria; Campbell, Alan; Cooper, Seth I.; Yu, David; Dittmann, Jay; Omlin, Christian Walter Peter (2021). Unsupervised Deep Variational Model for Multivariate Sensor Anomaly Detection. 2021 IEEE International Conference on Progress in Informatics and Computing (PIC). ISBN: 978-1-6654-2655-8. IEEE conference proceedings. Chapter. s 364 - 371.
  • Holen, Martin; Saha, Rupsa; Goodwin, Morten; Omlin, Christian Walter Peter; Sandsmark, Knut Eivind (2020). Road Detection for Reinforcement Learning Based Autonomous Car. ICISS 2020: Proceedings of the 2020 The 3rd International Conference on Information Science and System. ISBN: 978-1-4503-7725-6. ACM Publications. Chapter. s 67 - 71.
  • Maree, Charl; Modal, Jan Erik; Omlin, Christian Walter Peter (2020). Towards Responsible AI for Financial Transactions. 2020 IEEE Symposium Series on Computational Intelligence (SSCI). ISBN: 978-1-7281-2547-3. IEEE. s 16 - 21.
  • Zimudzi, Edward; Sanders, Ian; Rollings, Nicholas; Omlin, Christian Walter Peter (2019). Remote sensing of mangroves using unmanned aerial vehicles: current state and future directions. Journal of Spatial Science. ISSN: 1449-8596. doi:10.1080/14498596.2019.1627252.

Sist endret: 15.06.2021 08:06