Dr. Dominik Brugger
Dr. Dominik Brugger
Publications
2014
Estimation of diffusion coefficients from voltammetric signals by support vector and gaussian process regression
by Martin Bogdan, Dominik Brugger, Wolfgang Rosenstiel, and B. SpeiserIn Journal of Cheminformatics 2014, 6:30, doi:10.1186/1758-2946-6-30, 2014. [BIB]
@inproceedings{MDWB2014,
author = {Bogdan, Martin and Brugger, Dominik and Rosenstiel, Wolfgang and Speiser, B.},
title = {Estimation of diffusion coefficients from voltammetric signals by support vector and gaussian process regression},
booktitle = {Journal of Cheminformatics 2014, 6:30, doi:10.1186/1758-2946-6-30},
year = {2014}
}
2010
Online SVR Training by Solving the Primal Optimization Problem
by Dominik Brugger, Wolfgang Rosenstiel, and Martin BogdanIn Journal of Signal Processing Systems, pages 1-12, 2010. [BIB]
@inproceedings{DWM2010,
author = {Brugger, Dominik and Rosenstiel, Wolfgang and Bogdan, Martin},
title = {Online SVR Training by Solving the Primal Optimization Problem},
booktitle = {Journal of Signal Processing Systems},
year = {2010},
pages = {1-12},
address = {http://dx.doi.org/10.1007/s11265-010-0514-5}
}
2009
BCCI - A Bidirectional Cortical Communication Interface
by Armin Walter, Michael Bensch, Dominik Brugger, Wolfgang Rosenstiel, Martin Bogdan, Niels Birbaumer, and A. GharabaghiIn In Proceedings of the International Joint Conference on Computational Intelligence, pages 440-445, 2009. [BIB]
@inproceedings{AMDWMNA102009,
author = {Walter, Armin and Bensch, Michael and Brugger, Dominik and Rosenstiel, Wolfgang and Bogdan, Martin and Birbaumer, Niels and Gharabaghi, A.},
title = {BCCI - A Bidirectional Cortical Communication Interface},
booktitle = {In Proceedings of the International Joint Conference on Computational Intelligence},
year = {2009},
month = {oct},
pages = {440-445},
address = {Funchal},
month_numeric = {10}
}
Online SVR Training by Solving the Primal Optimization Problem
by Dominik Brugger, Wolfgang Rosenstiel, and Martin BogdanIn Proceedings of the 2009 IEEE Signal Processing Society Workshop, 2009. [BIB]
@inproceedings{DWM2009,
author = {Brugger, Dominik and Rosenstiel, Wolfgang and Bogdan, Martin},
title = {Online SVR Training by Solving the Primal Optimization Problem},
booktitle = {Proceedings of the 2009 IEEE Signal Processing Society Workshop},
year = {2009}
}
2008
Automatic Cluster Detection in Kohonen’s SOM
by Dominik Brugger, Martin Bogdan, and Wolfgang RosenstielIn IEEE Transactions on Neural Networks 19(3), 2008. [BIB]
@inproceedings{DMW032008,
author = {Brugger, Dominik and Bogdan, Martin and Rosenstiel, Wolfgang},
title = {Automatic Cluster Detection in Kohonen’s SOM},
booktitle = {IEEE Transactions on Neural Networks},
year = {2008},
month = {mar},
volume = {19},
number = {3},
series = {442-459},
month_numeric = {3}
}
Direct and inverse solution for a stimulus adaptation problem using SVR.
by Dominik Brugger, Sergejus Butovas, Martin Bogdan, Cornelius Schwarz, and Wolfgang RosenstielIn ESANN, pages 397–402, 2008. [BIB]
@inproceedings{brugger2008direct,
title = {Direct and inverse solution for a stimulus adaptation problem using SVR.},
author = {Brugger, Dominik and Butovas, Sergejus and Bogdan, Martin and Schwarz, Cornelius and Rosenstiel, Wolfgang},
booktitle = {ESANN},
pages = {397–402},
year = {2008}
}
2007
Self-Learning Prediciton System for Optimisation of Workload Managememt in a Mainframe Operating System
by Michael Bensch, Dominik Brugger, P. Baeuerle, Wolfgang Rosenstiel, Martin Bogdan, and W. SpruthIn International Conference on Enterprise Information Systems, 2007. [BIB]
@inproceedings{MDPWMW2007,
author = {Bensch, Michael and Brugger, Dominik and Baeuerle, P. and Rosenstiel, Wolfgang and Bogdan, Martin and Spruth, W.},
title = {Self-Learning Prediciton System for Optimisation of Workload Managememt in a Mainframe Operating System},
booktitle = {International Conference on Enterprise Information Systems},
year = {2007},
address = {Funchal}
}