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Magnus Malmström
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 8
Top Topics
Neural Network
Target Tracking
Chaotic Time Series
Cluttered Environments
Top Venues
CoRR
FUSION
IEEE Signal Process. Lett.
WPNC
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Publications
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Magnus Malmström
,
Anton Kullberg
,
Isaac Skog
,
Daniel Axehill
,
Fredrik Gustafsson
Extended Target Tracking Utilizing Machine-Learning Software-With Applications to Animal Classification.
IEEE Signal Process. Lett.
31 (2024)
Magnus Malmström
,
Isaac Skog
,
Daniel Axehill
,
Fredrik Gustafsson
On the validity of using the delta method for calculating the uncertainty of the predictions from an overparameterized model.
CoRR
(2023)
Magnus Malmström
,
Anton Kullberg
,
Isaac Skog
,
Daniel Axehill
,
Fredrik Gustafsson
Extended target tracking utilizing machine-learning software - with applications to animal classification.
CoRR
(2023)
Magnus Malmström
,
Isaac Skog
,
Daniel Axehill
,
Fredrik Gustafsson
Uncertainty quantification in neural network classifiers - a local linear approach.
CoRR
(2023)
Jacob Eek
,
David Gustafsson
,
Ludwig Hollmann
,
Markus Nordberg
,
Isaac Skog
,
Magnus Malmström
A Novel and Fast Approach for Reconstructing CASSI-Raman Spectra using Generative Adversarial Networks.
IPTA
(2022)
Magnus Malmström
,
Isaac Skog
,
Daniel Axehill
,
Fredrik Gustafsson
Detection of outliers in classification by using quantified uncertainty in neural networks.
FUSION
(2022)
Magnus Malmström
,
Isaac Skog
,
Daniel Axehill
,
Fredrik Gustafsson
Modeling of the tire-road friction using neural networks including quantification of the prediction uncertainty.
FUSION
(2021)
Magnus Malmström
,
Isaac Skog
,
Sara Modarres Razavi
,
Yuxin Zhao
,
Fredrik Gunnarsson
5G Positioning - A Machine Learning Approach.
WPNC
(2019)