Publications

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Sirko Straube; Tim Schwartz
Hybride Teams in der digitalen Vernetzung der Zukunft
In: Industrie 4.0 Management, Vol. 5, Pages 41-45, Gito mbH Verlag für Industrielle Informationstechnik und Organisation, 4/2016.
Mario Michael Krell; Sirko Straube
Backtransformation: A new representation of data processing chains with a scalar decision function
In: Advances in Data Analysis and Classification, Vol. 11, No. 2, Pages 415-439, Springer, 12/2015.
Hendrik Wöhrle; Mario Michael Krell; Sirko Straube; Su-Kyoung Kim; Elsa Andrea Kirchner; Frank Kirchner
An Adaptive Spatial Filter for User-Independent Single Trial Detection of Event-Related Potentials
In: IEEE Transactions on Biomedical Engineering (TBME), Vol. 62, No. 7, Pages 1696-1705, IEEE, 7/2015.
Sirko Straube; David Feess; Anett Seeland
Learning from the past: post processing of classification scores to find a more accurate and earlier movement prediction
In: Jose Luis Pons; Rovira Pedro Encarnacao; Ana Rita Londral (Hrsg.). Neurotechnology, Electronics, and Informatics: Revised Selected Papers from Neurotechnix 2013. Pages 91-107, Springer Series in Computational Neuroscience, Vol. 13, ISBN 978-3-319-15997-3, Springer International Publishing, 2015.
Marc Ronthaler; Sirko Straube; Sebastian Bartsch; Marco Lewandowski; Stephan Oelker; Frank Kirchner
Autonome Systeme für automatisierte Unterwasser-Inspektion von Offshore-Windkraftanlagen
In: Tagungsband "Logistik für die Windenergie - Herausforderungen und Lösungen für modern Windkraftwerke". Industrie-Symposium "Logistik für die Windenergie", Herausforderungen und Lösungen für modern Windkraftwerke, December 3, Bremen, Germany, Pages 115-122, epubli GmbH, 12/2014.
Mario Michael Krell; Sirko Straube; Hendrik Wöhrle; Frank Kirchner
Generalizing, Optimizing, and Decoding Support Vector Machine Classification
Poster, DFKI GmbH, DFKI Documents (D), Vol. 14-07, 11/2014.
Mario Michael Krell; Sirko Straube; Hendrik Wöhrle; Frank Kirchner
Generalizing, Optimizing, and Decoding Support Vector Machine Classification
In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-14), September 15-19, Nancy, France, 9/2014.
Mario Michael Krell; David Feess; Sirko Straube
Balanced Relative Margin Machine -The missing piece between FDA and SVM classification
In: Pattern Recognition Letters (PRL), Vol. 41, Pages 43-52, Elsevier, 5/2014.
Sirko Straube; Mario Michael Krell
How to evaluate an agents behaviour to infrequent events? - Reliable performance estimation insensitive to class distribution
In: Frontiers in Computational Neuroscience, Vol. 8, No. 43, frontiers, 4/2014.
Elsa Andrea Kirchner; Su-Kyoung Kim; Sirko Straube; Anett Seeland; Hendrik Wöhrle; Mario Michael Krell; Marc Tabie; Manfred Fahle
On the Applicability of Brain Reading for Predictive Human-Machine Interfaces in Robotics
In: PLoS ONE, Vol. 8, No. 12, Page e81732, Public Library of Science, 12/2013.