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Graf ABA  , Bousquet O , Rätsch G and Schölkopf B (2009) Prototype Classification: Insights from Machine Learning
Neural Computation 21(1) 272-300.
  
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Graf ABA , Wichmann FA , Bülthoff HH and Schölkopf B (2006) Classification of Faces in Man and Machine
Neural Computation 18(1) 143-165.
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Graf ABA , Smola AJ and Borer S (2003) Classification in a Normalized Feature Space using Support Vector Machines
IEEE Transactions on Neural Networks 14(3) 597-605.
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Vogel G , Graf ABA , von Wolfersdorf J and Weigand B (2003) A novel transient heater-foil technique for liquid crystal experiments on film cooled surfaces
ASME Journal of Turbomachinery 125 529-537.
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Gonzalez O , Graf ABA and Maddocks JH (2003) Dynamics of a rigid body in a Stokes fluid
Journal of Fluid Mechanics . accepted
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Conference papers (7): |
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Wichmann FA , Graf ABA , Simoncelli EP , Bülthoff HH and Schölkopf B (2005) Machine Learning Applied to Perception: Decision Images for Classification
In: Advances in Neural Information Processing Systems 17, (Ed) Saul LK, Weiss Y and Bottou L, 18th Annual Conference on Neural Information Processing Systems (NIPS 2004), MIT Press, Cambridge, MA, USA, 1489-1496.
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Graf ABA and Wichmann FA (2004) Insights from Machine Learning Applied to Human Visual Classification
In: Advances in Neural Information Processing Systems 16, (Ed) Thrun, S., L. Saul, B. Schölkopf, Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), MIT Press, Cambridge, MA, USA, 905-912.
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Wallraven C , Caputo B and Graf ABA (2003) Recognition with Local Features: the Kernel Recipe
Ninth IEEE International Conference on Computer Vision (ICCV 2003), IEEE Computer Society, Los Alamitos, CA, USA, 257-264.
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Graf ABA and Wichmann FA (2002) Gender Classification of Human Faces
In: Biologically Motivated Computer Vision, (Ed) H. H. Bülthoff and C. Wallraven, Second International Workshop on Biologically Motivated Computer Vision (BMCV 2002), Springer, Berlin, Germany, 1-18.
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Bülthoff HH , Wallraven C and Graf A (2002) View-based dynamic object recognition based on human perception
(Ed) Kasturi, R. , D. Laurndeau, C.Y. Suen, N. Ayache, 16th International Conference on Pattern Recognition (ICPR 2002), IEEE, Piscataway, NJ, USA, 768-776.
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Vogel G , Graf ABA and Weigand B (2002) Film Cooling: A Comparative Study of Different Heaterfoil Configurations for Liquid Crystals Experiments
ASME TURBO EXPO 2002, Amsterdam, GT-2002-30552.
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Graf ABA and Borer S (2001) Normalization in Support Vector Machines
In: Pattern Recognition, (Ed) Radig, B. , S. Florczyk, 23rd DAGM Symposium, Springer, Berlin, Germany, 277-282.
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Technical reports (1): |
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Graf ABA and Wallraven C : Multi-class SVMs for Image Classification using Feature Tracking, 99, (2002).
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Posters (6): |
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Graf A , Wichmann F , Bülthoff H and Schölkopf B (2005): The human brain as large margin classifier, Proceedings of the Computational & Systems Neuroscience Meeting (COSYNE), 2 1.
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Graf ABA , Wichmann FA , Bülthoff HH and Schölkopf B (2004): Human Classification Behaviour Revisited by Machine Learning, 7th Tübingen Perception Conference (TWK 2004), Tübingen, Germany.
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Graf ABA , Wichmann FA , Bülthoff HH and Schölkopf B (2004): Classification and Memory Behaviour of Man Revisited by Machine, CSHL Meeting on Computational & Systems Neuroscience (COSYNE).
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Graf ABA , Wichmann FA , Bülthoff HH and Schölkopf B (2003): Study of Human Classification using Psychophysics and Machine Learning, 6. Tübinger Wahrnehmungskonferenz (TWK 2003), Tübingen, Germany.
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Cunningham DW , Graf ABA and Bülthoff HH (2002): A relative encoding approach to modeling Spatiotemporal Boundary Formation, Second Annual Meeting of the Vision Sciences Society (VSS 2002), Sarasota, FL, USA, Journal of Vision, 2(7) 704.
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Cunningham DW , Graf ABA and Bülthoff HH (2002): A relative encoding model of spatiotemporal boundary formation, 5. Tübinger Wahrnehmungskonferenz (TWK 2002), Tübingen, Germany.
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Theses (1): |
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Graf AAB : Classification and Feature Extraction in Man and Machine, University of Tübingen, Germany, (2004).
PhD thesis
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