Stefan Byttner
Stefan Byttner
Lektor Informationsteknologi, Högskolan i Halmstad
Bestätigte E-Mail-Adresse bei
Zitiert von
Zitiert von
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
Self-monitoring for maintenance of vehicle fleets
T Rögnvaldsson, S Nowaczyk, S Byttner, R Prytz, M Svensson
Data mining and knowledge discovery 32 (2), 344-384, 2018
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
Robustness of deep convolutional neural networks for image recognition
M Uličný, J Lundström, S Byttner
International Symposium on Intelligent Computing Systems, 16-30, 2016
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
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
Data-driven methods for classification of driving styles in buses
N Karginova, S Byttner, M Svensson
SAE Technical Paper, 2012
Unsupervised classification of slip events for planetary exploration rovers
MR Bouguelia, R Gonzalez, K Iagnemma, S Byttner
Journal of Terramechanics 73, 95-106, 2017
Nonlinear relation mining for maintenance prediction
A Mosallam, S Byttner, M Svensson, T Rögnvaldsson
2011 Aerospace Conference, 1-9, 2011
Gaming device having a bonus game
M Gauselmann
US Patent App. 10/109,118, 2002
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
Towards relation discovery for diagnostics
R Prytz, S Nowaczyk, S Byttner
Proceedings of the First International Workshop on Data Mining for Service …, 2011
Closed-loop control of EGR using ion currents
S Byttner, U Holmberg
27th IASTED International Conference on Modelling, Identification, and …, 2008
An ion current algorithm for fast determination of high combustion variability
S Byttner, U Holmberg, N Wickström
SAE Technical Paper, 2004
Networked vehicles for automated fault detection
S Byttner, T Rognvaldsson, M Svensson, G Bitar, W Chominsky
2009 IEEE International Symposium on Circuits and Systems, 1213-1216, 2009
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
A field test with self-organized modeling for knowledge discovery in a fleet of city buses
S Byttner, S Nowaczyk, R Prytz, T Rögnvaldsson
2013 IEEE International Conference on Mechatronics and Automation, 896-901, 2013
A self-organized approach for unsupervised fault detection in multiple systems
T Rognvaldsson, G Panholzer, S Byttner, M Svensson
2008 19th International Conference on Pattern Recognition, 1-4, 2008
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