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Alexander Karlsson
Alexander Karlsson
Associate Professor, University of Skövde
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On the definition of information fusion as a field of research
H Boström, SF Andler, M Brohede, R Johansson, A Karlsson, J Van Laere, ...
Institutionen för kommunikation och information, 2007
1992007
Deep Reinforcement Learning for Multiparameter Optimization in de novo Drug Design
N Ståhl, G Falkman, A Karlsson, G Mathiason, J Bostrom
Journal of chemical information and modeling 59 (7), 3166-3176, 2019
1762019
Evaluation of uncertainty quantification in deep learning
N Ståhl, G Falkman, A Karlsson, G Mathiason
International Conference on Information Processing and Management of …, 2020
382020
Using recurrent neural networks with attention for detecting problematic slab shapes in steel rolling
N Ståhl, G Mathiason, G Falkman, A Karlsson
Applied Mathematical Modelling 70, 365-377, 2019
322019
Characterization and Empirical Evaluation of Bayesian and Credal Combination Operators
A Karlsson, R Johansson, SF Andler
Journal of Advances in Information Fusion 6 (2), 150-166, 2011
252011
Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach
A Karlsson, B Hammarfelt, HJ Steinhauer, G Falkman, N Olson, ...
Scientometrics 102, 2255-2274, 2015
232015
Driver intention recognition: State-of-the-art review
K Vellenga, HJ Steinhauer, A Karlsson, G Falkman, A Rhodin, ...
IEEE Open Journal of Intelligent Transportation Systems 3, 602-616, 2022
222022
Evaluating precise and imprecise state-based anomaly detectors for maritime surveillance
C Brax, A Karlsson, SF Andler, R Johansson, L Niklasson
2010 13th International Conference on Information Fusion, 1-8, 2010
202010
Dependable and generic high-level information fusion: methods and algorithms for uncertainty management
A Karlsson
Institutionen för kommunikation och information, 2007
202007
On evidential combination rules for ensemble classifiers
H Bostrom, R Johansson, A Karlsson
2008 11th international conference on information fusion, 1-8, 2008
192008
Evaluating credal set theory as a belief framework in high-level information fusion for automated decision-making
A Karlsson
Örebro universitet, 2010
182010
Mode tracking using multiple data streams
MR Bouguelia, A Karlsson, S Pashami, S Nowaczyk, A Holst
Information Fusion 43, 33-46, 2018
162018
Deep convolutional neural networks for the prediction of molecular properties: challenges and opportunities connected to the data
N Ståhl, G Falkman, A Karlsson, G Mathiason, J Boström
Journal of Integrative Bioinformatics 16 (1), 20180065, 2019
152019
Uncertainty levels of second-order probability
D Sundgren, A Karlsson
Polibits, 5-11, 2013
142013
A data analysis framework for biomedical big data: Application on mesoderm differentiation of human pluripotent stem cells
B Ulfenborg, A Karlsson, M Riveiro, C Améen, K Åkesson, CX Andersson, ...
Plos one 12 (6), e0179613, 2017
112017
On the behavior of the robust Bayesian combination operator and the significance of discounting
A Karlsson, R Johansson, SF Andler
6th International Symposium on Imprecise Probability: Theories and …, 2009
102009
An empirical comparison of Bayesian and credal networks for dependable high-level information fusion
A Karlsson, R Johansson, SF Andler
2008 11th International Conference on Information Fusion, 1-8, 2008
102008
Topic modeling for anomaly detection in telecommunication networks
HJ Steinhauer, T Helldin, G Mathiason, A Karlsson
Journal of Ambient Intelligence and Humanized Computing, 1-12, 2023
92023
Root-cause localization using restricted boltzmann machines
HJ Steinhauer, A Karlsson, G Mathiason, T Helldin
2016 19th international conference on information fusion (FUSION), 248-255, 2016
92016
Traceable uncertainty
HJ Steinhauer, A Karlsson, SF Andler
Proceedings of the 16th international conference on information fusion, 1582 …, 2013
82013
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Artículos 1–20