Institutt for datavitenskap og analyse
Institutt for datavitenskap og analyse er det niende instituttet på BI, og det ble etablert i 2020. Våre forskere har bakgrunn fra statistikk, maskinlæring, statistisk læring og/eller kunstig intelligens.
2024
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søndag 1. desember 2024 - Explainable time series anomaly detection using masked latent generative modeling
Lee, Daesoo; Malacarne, Sara & Aune, Erlend (2024). Pattern Recognition, 156. Doi: 10.1016/j.patcog.2024.110826
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torsdag 21. november 2024 - Deep Quadratic Hedging
Gnoatto, Alessandro; Lavagnini, Silvia & Picarelli, Athena (2024). Mathematics of Operations Research Doi: 10.1287/moor.2023.0213
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tirsdag 15. oktober 2024 - Modeling CSF circulation and the glymphatic system during infusion using subject specific intracranial pressures and brain geometries
Dreyer, Lars Willas; Eklund, Anders, Rognes, Marie Elisabeth, Malm, Jan, Qvarlander, Sara, Støverud, Karen-Helene, Mardal, Kent-Andre & Vinje, Vegard (2024). Fluids and Barriers of the CNS, 21(1). Doi: 10.1186/s12987-024-00582-0
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fredag 1. mars 2024 - Extending the range of bugs that automated program repair can handle
Al-Bataineh, Omar; Moonen, Leon & Vidziunas, Linas (2024). Journal of Systems and Software, 209, p. 111918. Doi: 10.1016/j.jss.2023.111918
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fredag 1. mars 2024 - Locally robust inference for non-Gaussian linear simultaneous equations models
Lee, Adam & Mesters, Geert (2024). Journal of Econometrics, 240(1) Doi: https://doi.org/10.1016/j.jeconom.2023.105647
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mandag 8. januar 2024 - Measures of Agreement with Multiple Raters: Fréchet Variances and Inference
Moss, Jonas (2024). Psychometrika. Doi: 10.1007/s11336-023-09945-2
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mandag 1. januar 2024 - Discriminative multimodal learning via conditional priors in generative models
Andrade Mancisidor, Rogelio; Kampffmeyer, Michael Christian, Aas, Kjersti & Jenssen, Robert (2024). Neural Networks, 169 Doi: 10.1016/j.neunet.2023.10.048