PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Wojciech Samek

Click here to see user's record.

Number of EPrints submitted by this user: 9

Stationary Common Spatial Patterns for Brain-Computer Interfacing
Wojciech Samek, Carmen Vidaurre, Klaus-Robert Müller and Motoaki Kawanabe
Journal of Neural Engineering Volume 9, Number 2, 2012.

Group-wise Stationary Subspace Analysis - A Novel Method for Studying Non-Stationarities
Wojciech Samek, Motoaki Kawanabe and Carmen Vidaurre
In: Proceedings of the 5th International Brain-Computer Interface Conference 2011 (2011) Verlag der Technischen Universität Graz , pp. 16-20. ISBN 978-3-85125-140-1

Multi-task Learning via Non-sparse Multiple Kernel Learning
Wojciech Samek, Alexander Binder and Motoaki Kawanabe
In: Computer Analysis of Images and Patterns Lecture Notes in Computer Science , 6854 . (2011) Springer Berlin / Heidelberg , pp. 335-342. ISBN 978-3-642-23671-6

Improving Classification Performance of BCIs by using Stationary Common Spatial Patterns and Unsupervised Bias Adaptation
Wojciech Wojcikiewicz, Carmen Vidaurre and Motoaki Kawanabe
In: Hybrid Artificial Intelligent Systems Lecture Notes in Computer Science , 6679 . (2011) Springer Berlin / Heidelberg , pp. 34-41. ISBN 978-3-642-21221-5

Stationary Common Spatial Patterns: Towards Robust Classification of Non-Stationary EEG Signals
Wojciech Wojcikiewicz, Carmen Vidaurre and Motoaki Kawanabe
In: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague(2011).

High Speed Lunar Navigation for Crewed and Remotely Piloted Vehicles
Liam Pedersen, Mark Allan, Vinh To, Hans Utz, Wojciech Wojcikiewicz and Christophe Chautems
In: Proceedings of the 10th International Symposium on Artificial Intelligence, Robotics and Automation in Space (i-SAIRAS)(2010).

Shrinking Large Visual Vocabularies using Multi-label Agglomerative Information Bottleneck
Wojciech Wojcikiewicz, Alexander Binder and Motoaki Kawanabe
In: 2010 17th IEEE International Conference on Image Processing (ICIP)(2010).

Enhancing Image Classification with Class-Wise Clustered Vocabularies
Wojciech Wojcikiewicz, Alexander Binder and Motoaki Kawanabe
In: 2010 20th International Conference on Pattern Recognition (ICPR)(2010).

An Information Geometrical View of Stationary Subspace Analysis
Motoaki Kawanabe, Wojciech Samek, Paul Buenau and Frank Meinecke
In: Artificial Neural Networks and Machine Learning - ICANN 2011 Lecture Notes in Computer Science , 6792 . (2011) Springer Berlin / Heidelberg , pp. 397-404. ISBN 978-3-642-21737-1