| 5G positioning-a machine learning approach M Malmström, I Skog, SM Razavi, Y Zhao, F Gunnarsson 2019 16th Workshop on Positioning, Navigation and Communications (WPNC), 1-6, 2019 | 39 | 2019 |
| Uncertainties in neural networks: A system identification approach M Malmström Linköping University Electronic Press, 2021 | 8 | 2021 |
| Asymptotic prediction error variance for feedforward neural networks M Malmström, I Skog, D Axehill, F Gustafsson IFAC-PapersOnLine 53 (2), 1108-1113, 2020 | 5 | 2020 |
| Modeling of the tire-road friction using neural networks including quantification of the prediction uncertainty M Malmström, I Skog, D Axehill, F Gustafsson 2021 IEEE 24th International Conference on Information Fusion (FUSION), 1-6, 2021 | 4 | 2021 |
| 5G positioning using machine learning M Malmström | 4 | 2018 |
| Detection of outliers in classification by using quantified uncertainty in neural networks M Malmström, I Skog, D Axehill, F Gustafsson 2022 25th International Conference on Information Fusion (FUSION), 1-7, 2022 | 3 | 2022 |
| Uncertainty quantification in neural network classifiers—A local linear approach M Malmström, I Skog, D Axehill, F Gustafsson Automatica 163, 111563, 2024 | 2 | 2024 |
| Fusion framework and multimodality for the Laplacian approximation of Bayesian neural networks M Malmström, I Skog, D Axehill, F Gustafsson arXiv preprint arXiv:2310.08315, 2023 | 2 | 2023 |
| Extended target tracking utilizing machine-learning software–with applications to animal classification M Malmström, A Kullberg, I Skog, D Axehill, F Gustafsson IEEE Signal Processing Letters, 2024 | 1 | 2024 |
| On the validity of using the delta method for calculating the uncertainty of the predictions from an overparameterized model M Malmström, I Skog, D Axehill, F Gustafsson IFAC-PapersOnLine 56 (2), 5843-5848, 2023 | 1 | 2023 |
| A Novel and Fast Approach for Reconstructing CASSI-Raman Spectra using Generative Adversarial Networks J Eek, D Gustafsson, L Hollmann, M Nordberg, I Skog, M Malmström 2022 Eleventh International Conference on Image Processing Theory, Tools and …, 2022 | 1 | 2022 |
| Approximative Uncertainty in Neural Network Predictions M Malmström Linköping University Electronic Press, 2023 | | 2023 |
Isaac SkogLinköping UniversityVerifierad e-postadress på liu.se
