Stefan Byttner

According to our database, Stefan Byttner authored at least 20 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting.

Guojun Liang, Prayag Tiwari, Slawomir Nowaczyk, Stefan Byttner, Fernando Alonso-Fernandez

CoRR, 2023

2022

Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model.

Amira Soliman, Jose Ramon Chang, Kobra Etminani, Stefan Byttner, Anette Davidsson, Begoña Martínez-Sanchis, Valle Camacho, Matteo Bauckneht, Roxana Stegeran, Marcus Ressner, Marc Agudelo-Cifuentes, Andrea Chincarini, Matthias Brendel, Axel Rominger, Rose Bruffaerts, Rik Vandenberghe, Milica G. Kramberger, Maja Trost, Nicolas Nicastro, Giovanni B. Frisoni, Afina W. Lemstra, Bart N. M. van Berckel, Andrea Pilotto, Alessandro Padovani, Silvia Morbelli, Dag Aarsland, Flavio Nobili, Valentina Garibotto, Miguel Ochoa Figueroa

BMC Medical Informatics Decis. Mak., November, 2022

A conformal anomaly detection based industrial fleet monitoring framework: A case study in district heating.

Shiraz Farouq, Stefan Byttner, Mohamed-Rafik Bouguelia, Henrik Gadd

Expert Syst. Appl., 2022

Promoting Life-Long Learning Through Flexible Educational Format for Professionals Within AI, Design and Innovation Management.

Jeanette Sjöberg, Stefan Byttner, Pontus Wärnestål, Jonathan Burgos, Magnus Holmén

Proceedings of the Design, Learning, and Innovation - 7th EAI International Conference, 2022

2021

Mondrian conformal anomaly detection for fault sequence identification in heterogeneous fleets.

Shiraz Farouq, Stefan Byttner, Mohamed-Rafik Bouguelia, Henrik Gadd

Neurocomputing, 2021

2020

Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach.

Shiraz Farouq, Stefan Byttner, Mohamed-Rafik Bouguelia, Natasa Nord, Henrik Gadd

Eng. Appl. Artif. Intell., 2020

2018

Self-monitoring for maintenance of vehicle fleets.

Thorsteinn S. Rögnvaldsson, Slawomir Nowaczyk, Stefan Byttner, Rune Prytz, Magnus Svensson

Data Min. Knowl. Discov., 2018

2016

Center for Applied Intelligent Systems Research (Position paper).

Thorsteinn S. Rögnvaldsson, Antanas Verikas, Josef Bigün, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Björn Åstrand, Jens Lundström, Stefan Byttner, Roland Thörner, Fernando Alonso-Fernandez, Martin Cooney, Rafael Valencia

Proceedings of the 29th Annual Workshop of the Swedish Artificial Intelligence Society, 2016

Supporting Analytical Reasoning - A Study from the Automotive Industry.

Tove Helldin, Maria Riveiro, Sepideh Pashami, Göran Falkman, Stefan Byttner, Slawomir Nowaczyk

Proceedings of the Human Interface and the Management of Information: Applications and Services, 2016

2015

Predicting the need for vehicle compressor repairs using maintenance records and logged vehicle data.

Rune Prytz, Slawomir Nowaczyk, Thorsteinn S. Rögnvaldsson, Stefan Byttner

Eng. Appl. Artif. Intell., 2015

2014

Detection of Deviation in Performance of Battery Cells by Data Compression and Similarity Analysis.

Gancho Vachkov, Stefan Byttner, Magnus Svensson

Int. J. Intell. Syst., 2014

Estimating p-Values for Deviation Detection.

Thorsteinn S. Rögnvaldsson, Henrik Norrman, Stefan Byttner, Eric Järpe

Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2014

2013

Towards a Machine Learning Algorithm for Predicting Truck Compressor Failures Using Logged Vehicle Data.

Slawomir Nowaczyk, Rune Prytz, Thorsteinn S. Rögnvaldsson, Stefan Byttner

Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013

2012

Ideas for Fault Detection Using Relation Discovery.

Slawomir Nowaczyk, Rune Prytz, Stefan Byttner

Proceedings of the 27th Annual Workshop of the Swedish Artificial Intelligence Society, 2012

Battery aging detection based on sequential clustering and similarity analysis.

Gancho Vachkov, Stefan Byttner, Magnus Svensson

Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

2011

Consensus self-organized models for fault detection (COSMO).

Stefan Byttner, Thorsteinn S. Rögnvaldsson, Magnus Svensson

Eng. Appl. Artif. Intell., 2011

Incremental classification of process data for anomaly detection based on similarity analysis.

Stefan Byttner, Magnus Svensson, Gancho Vachkov

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

2010

Finding the Odd-One-Out in Fleets of Mechatronic Systems using Embedded Intelligent Agents.

Stefan Byttner, Magnus Svensson, Thorsteinn S. Rögnvaldsson

Proceedings of the Embedded Reasoning, 2010

2009

Networked Vehicles for Automated Fault Detection.

Stefan Byttner, Thorsteinn S. Rögnvaldsson, Magnus Svensson, George Bitar, Wesley Chominsky

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008

A self-organized approach for unsupervised fault detection in multiple systems.

Thorsteinn S. Rögnvaldsson, Georg Panholzer, Stefan Byttner, Magnus Svensson

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008