Stefan Byttner
Stefan Byttner
Professor in Information Technology, Halmstad University
Verified email at
Cited by
Cited by
Predicting the need for vehicle compressor repairs using maintenance records and logged vehicle data
R Prytz, S Nowaczyk, T Rögnvaldsson, S Byttner
Engineering applications of artificial intelligence 41, 139-150, 2015
Consensus self-organized models for fault detection (COSMO)
S Byttner, T Rögnvaldsson, M Svensson
Engineering applications of artificial intelligence 24 (5), 833-839, 2011
A 3D deep learning model to predict the diagnosis of dementia with Lewy bodies, Alzheimer’s disease, and mild cognitive impairment using brain 18F-FDG PET
K Etminani, A Soliman, A Davidsson, JR Chang, B Martínez-Sanchis, ...
European journal of nuclear medicine and molecular imaging, 1-22, 2022
Self-monitoring for maintenance of vehicle fleets
T Rögnvaldsson, S Nowaczyk, S Byttner, R Prytz, M Svensson
Data mining and knowledge discovery 32, 344-384, 2018
Unsupervised classification of slip events for planetary exploration rovers
MR Bouguelia, R Gonzalez, K Iagnemma, S Byttner
Journal of Terramechanics 73, 95-106, 2017
Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach
S Farouq, S Byttner, MR Bouguelia, N Nord, H Gadd
Engineering applications of artificial intelligence 90, 103492, 2020
Data-driven methods for classification of driving styles in buses
N Karginova, S Byttner, M Svensson
SAE Technical Paper, 2012
Analysis of truck compressor failures based on logged vehicle data
R Prytz, S Nowaczyk, T Rögnvaldsson, S Byttner
9th International Conference on Data Mining, Las Vegas, Nevada, USA, July 22 …, 2013
Estimation of combustion variability using in-cylinder ionization measurements
S Byttner, T Rögnvaldsson, N Wickström
SAE Technical Paper, 2001
Robustness of deep convolutional neural networks for image recognition
M Uličný, J Lundström, S Byttner
Intelligent Computing Systems: First International Symposium, ISICS 2016 …, 2016
Self-organizing maps for automatic fault detection in a vehicle cooling system
M Svensson, S Byttner, T Rognvaldsson
2008 4th International IEEE Conference Intelligent Systems 3, 24-8-24-12, 2008
Towards a machine learning algorithm for predicting truck compressor failures using logged vehicle data
S Nowaczyk, R Prytz, T Rögnvaldsson, S Byttner
12th Scandinavian Conference on Artificial Intelligence, Aalborg, Denmark …, 2013
Estimating p-values for deviation detection
T Rögnvaldsson, H Norrman, S Byttner, E Järpe
2014 IEEE Eighth International Conference on Self-Adaptive and Self …, 2014
Towards relation discovery for diagnostics
R Prytz, S Nowaczyk, S Byttner
Proceedings of the First International Workshop on Data Mining for Service …, 2011
Nonlinear relation mining for maintenance prediction
A Mosallam, S Byttner, M Svensson, T Rögnvaldsson
2011 Aerospace Conference, 1-9, 2011
Indirect tire monitoring system-machine learning approach
O Svensson, S Thelin, S Byttner, Y Fan
IOP Conference Series: Materials Science and Engineering 252 (1), 012018, 2017
Modeling for vehicle fleet remote diagnostics
S Byttner, T Rögnvaldsson, M Svensson
SAE Technical Paper, 2007
Closed-loop control of EGR using ion currents
S Byttner, U Holmberg
27th IASTED International Conference on Modelling, Identification, and …, 2008
Ranking abnormal substations by power signature dispersion
E Calikus, S Nowaczyk, A Sant’Anna, S Byttner
Energy Procedia 149, 345-353, 2018
An ion current algorithm for fast determination of high combustion variability
S Byttner, U Holmberg, N Wickström
SAE Technical Paper, 2004
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