Christian Thiel

Startseite / Homepage

Research Interests


Publications

2010
Ferdinando Giacco, Christian Thiel, Luca Pugliese, Silvia Scarpetta, and Maria Marinaro.
Uncertainty Analysis for the Classification of Multi-Spectral Satellite Images Using SVMs and SOMs.
Manuscript accepted for publication.
Martin Schels, Christian Thiel, Friedhelm Schwenker, and Günther Palm.
Classifier Fusion Applied to Facial Expression Recognition: An Experimental Comparison.
In Helge Ritter, Gerhard Sagerer, Rüdiger Dillmann and Martin Buss, editors, Human Centered Robot Systems, volume 6 of Cognitive Systems Monographs, pages 121-129. Springer, 2010.
2009
Ferdinando Giacco, Silvia Scarpetta, Luca Pugliese, Maria Marinaro, and Christian Thiel.
Application of Self Organizing Maps to Multi-Resolution and Multi-Spectral Remote Sensed Images.
In Bruno Apolloni, Simone Bassis, and Maria Marinaro, editors, New Directions in Neural Networks, 18th Italian Workshop on Neural Networks: WIRN 2008, volume 193 of Frontiers in Artificial Intelligence and Applications, pages 245-253. IOS Press, 2009.
Giorgio Licciardi, Fabio Pacifici, Devis Tuia, Saurabh Prasad, Terrance West, Ferdinando Giacco, Christian Thiel, Jordi Inglada, Emmanuel Christophe, Jocelyn Chanussot, and Paolo Gamba.
Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest.
IGARSS'08 special issue of the IEEE Transactions on Geoscience and Remote Sensing (TGARS), 47(11):3857-3865, 2009.
Christian Thiel, Ferdinando Giacco, Friedhelm Schwenker, and Günther Palm.
Comparison of Neural Classification Algorithms Applied to Land Cover Mapping.
In Bruno Apolloni, Simone Bassis, and Maria Marinaro, editors, New Directions in Neural Networks, 18th Italian Workshop on Neural Networks: WIRN 2008, volume 193 of Frontiers in Artificial Intelligence and Applications, pages 254-263. IOS Press, 2009.
2008
Christian Thiel.
Classification on Soft Labels is Robust Against Label Noise.
In Proceedings of the 12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES 2008, volume 5177 of LNAI, pages 65-73. Springer, 2008.
Christian Thiel, Britta Sonntag, and Friedhelm Schwenker.
Experiments with Supervised Fuzzy LVQ.
In Lionel Prevost, Simone Marinai, and Friedhelm Schwenker, editors, Artificial Neural Networks in Pattern Recognition, proceedings of the third IAPR workshop, ANNPR 2008, volume 5064 of LNAI, pages 125-132. Springer, 2008.
2007
Christian Thiel, Stefan Scherer, and Friedhelm Schwenker.
Fuzzy-Input Fuzzy-Output One-Against-All Support Vector Machines.
In Proceedings of the 11th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES 2007, volume 4694 of LNAI, pages 156-165. Springer, 2007.
2006
Rebecca Fay, Friedhelm Schwenker, Christian Thiel, and Günther Palm.
Hierarchical Neural Networks Utilising Dempster-Shafer Evidence Theory.
In Schwenker F. and Marinai S., editors, Artificial Neural Networks in Pattern Recognition, volume 4087 of LNAI, pages 198-209. Springer, 2006.
Klaus Riede, Frank Nischk, Christian Dietrich, Christian Thiel, and Friedhelm Schwenker.
Automated Annotation of Orthoptera Songs: First Results from Analysing the DORSA Sound Repository.
Journal of Orthoptera Research, 15(1):105-113, 2006.
Andreas Sachs, Christian Thiel, and Friedhelm Schwenker.
One-Class Support-Vector Machines for the Classification of Bioacoustic Time Series.
In Proceedings of the Fourth International Conference on Informatics and Systems, INFOS 2006, Cairo, 2006.
Friedhelm Schwenker, Christian Dietrich, Christian Thiel, and Günther Palm.
Learning of Decision Fusion Mappings for Pattern Recognition.
ICGST International Journal on Artificial Intelligence and Machine Learning (AIML), 6:17-21, 2006.
2005
Christian Thiel, Friedhelm Schwenker, and Günther Palm.
Using Dempster-Shafer Theory in MCF Systems to Reject Samples.
In Nikunj C Oza, Robi Polikar, Josef Kittler, and Fabio Roli, editors, Proceedings of the 6th International Workshop on Multiple Classifier Systems, MCS 2005, volume 3541 of LNCS, pages 118-127. Springer, 2005.
2004
Christian Thiel.
Multiple Classifier Fusion Incorporating Certainty Factors.
Diplomarbeit (Master's Thesis), Institute of Neural Information Processing, University of Ulm, 2004.
As student
Hauptseminararbeit zum Thema Datenschutz im Internet
Proseminararbeit über GPL und andere Lizenzen unter Linux

Awards


Conferences Attended


Imprint