Department of Data Science and Analytics
The Department of Data Science and Analytics is the ninth department at BI Norwegian Business School and was established in 2020. Our faculty have a background in statistics, machine learning, statistical learning, and/or artificial intelligence.
2024
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Sunday, December 1, 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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Thursday, November 21, 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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Tuesday, October 15, 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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Friday, September 27, 2024 - Bayesian network structure learning using scatter search
Yang, Wei-Ting; Tamssaouet, Karim & Dauzère-Pérès, Stéphane (2024). Knowledge-Based Systems, 300, p. 1-14. Doi: 10.1016/j.knosys.2024.112149
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Tuesday, July 23, 2024 - Improved Goodness of Fit Procedures for Structural Equation Models
Foldnes, Njål; Moss, Jonas & Grønneberg, Steffen (2024). Structural Equation Modeling, p. 1-13. Doi: 10.1080/10705511.2024.2372028
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Friday, March 1, 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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Friday, March 1, 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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Monday, January 8, 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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Monday, January 1, 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