| 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 | 147 | 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 | 62 | 2011 |
| 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 | 37 | 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 | 34 | 2017 |
| Data-driven methods for classification of driving styles in buses N Karginova, S Byttner, M Svensson SAE Tech. Pap, 2012 | 32 | 2012 |
| 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 | 29 | 2008 |
| Estimation of combustion variability using in-cylinder ionization measurements S Byttner, T Rögnvaldsson, N Wickström SAE Technical Paper, 2001 | 29 | 2001 |
| 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 | 28 | 2020 |
| Robustness of deep convolutional neural networks for image recognition M Uličný, J Lundström, S Byttner Intelligent Computing Systems: First International Symposium, ISICS 2016 …, 2016 | 28 | 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 | 28 | 2013 |
| 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 | 22 | 2022 |
| 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 | 20 | 2014 |
| 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 | 19 | 2013 |
| Towards relation discovery for diagnostics R Prytz, S Nowaczyk, S Byttner Proceedings of the First International Workshop on Data Mining for Service …, 2011 | 17 | 2011 |
| Nonlinear relation mining for maintenance prediction A Mosallam, S Byttner, M Svensson, T Rögnvaldsson 2011 Aerospace Conference, 1-9, 2011 | 16 | 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 | 13 | 2017 |
| Ranking abnormal substations by power signature dispersion E Calikus, S Nowaczyk, A Sant’Anna, S Byttner Energy Procedia 149, 345-353, 2018 | 12 | 2018 |
| Closed-loop control of EGR using ion currents S Byttner, U Holmberg 27th IASTED International Conference on Modelling, Identification, and …, 2008 | 12 | 2008 |
| An ion current algorithm for fast determination of high combustion variability S Byttner, U Holmberg, N Wickström SAE Technical Paper, 2004 | 12 | 2004 |
| 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 | 10 | 2013 |
