Stefan Byttner
Stefan Byttner
Professor in Information Technology, Halmstad University
Verifierad e-postadress på hh.se
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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
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
Nonlinear relation mining for maintenance prediction
A Mosallam, S Byttner, M Svensson, T Rögnvaldsson
2011 Aerospace Conference, 1-9, 2011
Modeling for vehicle fleet remote diagnostics
S Byttner, T Rögnvaldsson, M Svensson
SAE Technical Paper, 2007
Ranking abnormal substations by power signature dispersion
E Calikus, S Nowaczyk, A Sant’Anna, S Byttner
Energy Procedia 149, 345-353, 2018
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
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Artiklar 1–20