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A hybrid supervised-unsupervised visual vocabulary algorithm for concept recognition
Alexander Binder, Wojciech Wojcikiewicz, Christina Mueller and Motoaki Kawanabe
Book Section
Item not available online.
(15 March 2011)
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A maxmin approach to optimize spatial filters for EEG single-trial classification
Motoaki Kawanabe, Carmen Vidaurre, Benjamin Blankertz and Klaus-Robert Müller
Article
(2009)
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An Information Geometrical View of Stationary Subspace Analysis
Motoaki Kawanabe, Wojciech Samek, Paul Buenau and Frank Meinecke
Book Section
Item not available online.
(2011)
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Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals with Gaussian Noise
Masashi Sugiyama, Motoaki Kawanabe, Gilles Blanchard and Klaus-Robert Müller
Article
(2008)
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Direct density-ratio estimation with dimensionality reduction via least-squares hetero-distributional subspace search
M Suigyama, M Yamada, Paul Buenau, T Suzuki, T Kanamori and Motoaki Kawanabe
Article
Item not available online.
(March 2011)
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Enhancing Image Classification with Class-Wise Clustered Vocabularies
Wojciech Wojcikiewicz, Alexander Binder and Motoaki Kawanabe
Conference or Workshop Item
Item not available online.
(2010)
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Enhancing recognition of visual concepts with primitive color histograms via non-sparse multiple kernel learning
Alexander Binder and Motoaki Kawanabe
Book Section
Item not available online.
(2010)
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Group-wise Stationary Subspace Analysis - A Novel Method for Studying Non-Stationarities
Wojciech Samek, Motoaki Kawanabe and Carmen Vidaurre
Book Section
Item not available online.
(2011)
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How to Explain Individual Classification Decisions
D Baehrens, Timon Schröter, Stefan Harmeling, Motoaki Kawanabe, Katja Hansen and Klaus-Robert Müller
Article
Item not available online.
(June 2011)
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How to Explain Individual Classification Decisions
David Baehrens, Timon Schröter, Stefan Harmeling, Motoaki Kawanabe, Katja Hansen and Klaus-Robert Müller
Article
Item not available online.
(2010)
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Improving BCI performance by modified common spatial patterns with robustly averaged covariance matrices
Motoaki Kawanabe and Carmen Vidaurre
Article
Item not available online.
(2009)
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Improving Classification Performance of BCIs by using Stationary Common Spatial Patterns and Unsupervised Bias Adaptation
Wojciech Wojcikiewicz, Carmen Vidaurre and Motoaki Kawanabe
Book Section
Item not available online.
(2011)
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Insights from Classifying Visual Concepts with Multiple Kernel Learning
Alexander Binder, Shinichi Nakajima, Marius Kloft, Christina Mueller, Wojciech Samek, Ulf Brefeld, Klaus-Robert Müller and Motoaki Kawanabe
Article
(December 2011)
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Modeling sparse connectivity between underlying brain sources for EEG/MEG
Stefan Haufe, Ryota Tomioka, Guido Nolte, Klaus-Robert Müller and Motoaki Kawanabe
Article
Item not available online.
(2010)
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Multi-modal visual concept classification of images via Markov random walk over tags
Motoaki Kawanabe, Alexander Binder, Christina Mueller and Wojciech Wojcikiewicz
Article
Item not available online.
(07 January 2011)
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Multi-task Learning via Non-sparse Multiple Kernel Learning
Wojciech Samek, Alexander Binder and Motoaki Kawanabe
Conference or Workshop Item
Item not available online.
(August 2011)
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Multi-task Learning via Non-sparse Multiple Kernel Learning
Wojciech Samek, Alexander Binder and Motoaki Kawanabe
Book Section
Item not available online.
(2011)
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Neural Signatures Enhance Emergency Braking Intention Detection during Simulated Driving
Stefan Haufe, Tomioka Ryota, Guido Nolte, Klaus-Robert Müller and Motoaki Kawanabe
Conference or Workshop Item
Item not available online.
(2010)
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On taxonomies for multi-class image categorization
Alexander Binder, Klaus-Robert Müller and Motoaki Kawanabe
Article
(15 January 2011)
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Robust common spatial filters with a maxmin approach
Motoaki Kawanabe, Carmen Vidaurre, Simon Scholler, Benjamin Blankertz and Klaus-Robert Müller
Article
Item not available online.
(2009)
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Shrinking Large Visual Vocabularies using Multi-label Agglomerative Information Bottleneck
Wojciech Wojcikiewicz, Alexander Binder and Motoaki Kawanabe
Conference or Workshop Item
Item not available online.
(2010)
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Stationary Common Spatial Patterns for Brain-Computer Interfacing
Wojciech Samek, Carmen Vidaurre, Klaus-Robert Müller and Motoaki Kawanabe
Article
Item not available online.
(2012)
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Stationary Common Spatial Patterns: Towards Robust Classification of Non-Stationary EEG Signals
Wojciech Wojcikiewicz, Carmen Vidaurre and Motoaki Kawanabe
Conference or Workshop Item
Item not available online.
(2011)
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The Joint Submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task
Alexander Binder, Wojciech Samek, Marius Kloft, Christina Mueller, Klaus-Robert Müller and Motoaki Kawanabe
Conference or Workshop Item
(2011)
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Uniqueness of non-Gaussianity-based dimension reduction
Fabian Theis, Motoaki Kawanabe and Klaus-Robert Müller
Article
Item not available online.
(2011)
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