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Journal Article (5)

1.
Journal Article
Graf, A.; Bousquet, O.; Rätsch, G.; Schölkopf, B.: Prototype Classification: Insights from Machine Learning. Neural computation 21 (1), pp. 272 - 300 (2009)
2.
Journal Article
Graf, A.; Wichmann, F.; Bülthoff, H.; Schölkopf, B.: Classification of Faces in Man and Machine. Neural computation 18 (1), pp. 143 - 165 (2006)
3.
Journal Article
Gonzalez, O.; Graf, A.; Maddocks, J.: Dynamics of a rigid body in a Stokes fluid. The Journal of Fluid Mechanics 519, pp. 133 - 160 (2004)
4.
Journal Article
Graf, A.; Smola, A.; Borer, S.: Classification in a Normalized Feature Space using Support Vector Machines. IEEE Transactions on Neural Networks 14 (3), pp. 597 - 605 (2003)
5.
Journal Article
Vogel, G.; Graf, A.; von Wolfersdorf, J.; Weigand, B.: A novel transient heater-foil technique for liquid crystal experiments on film cooled surfaces. Journal of Turbomachinery 125 (3), pp. 529 - 537 (2003)

Conference Paper (6)

6.
Conference Paper
Wichmann, F.; Graf, A.; Simoncelli, E.; Bülthoff, H.; Schölkopf, B.: Machine Learning Applied to Perception: Decision-Images for Gender Classification. In: Advances in Neural Information Processing Systems 17, pp. 1489 - 1496 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 2004. MIT Press, Cambridge, MA, USA (2005)
7.
Conference Paper
Graf, A.; Wichmann, F.: Insights from Machine Learning Applied to Human Visual Classification. In: Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference, pp. 905 - 912 (Eds. Thrun, S.; Saul, L.; Schölkopf, B.). Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), Vancouver, BC, Canada, December 08, 2003 - December 13, 2003. MIT Press, Cambridge, MA, USA (2004)
8.
Conference Paper
Wallraven, C.; Caputo, B.; Graf, A.: Recognition with Local Features: the Kernel Recipe. In: Ninth IEEE International Conference on Computer Vision, pp. 257 - 264. Ninth IEEE International Conference on Computer Vision (ICCV 2003), Nice, France, October 13, 2003 - October 16, 2003. IEEE Computer Society, Los Alamitos, CA, USA (2003)
9.
Conference Paper
Graf, A.; Wichmann, F.: Gender Classification of Human Faces. In: Biologically Motivated Computer Vision: Second International Workshop, BMCV 2002 Tübingen, Germany, November 22–24, 2002, pp. 491 - 500 (Eds. Bülthoff, H.; Wallraven, C.; Lee, S.-W.; Poggio, T.). Second International Workshop on Biologically Motivated Computer Vision (BMCV 2002), Tübingen, Germany, November 22, 2002 - November 24, 2002. Springer, Berlin, Germany (2002)
10.
Conference Paper
Bülthoff, H.; Wallraven, C.; Graf, A.: View-based dynamic object recognition based on human perception. In: Object recognition supported by user interaction for service robots, pp. 768 - 776 (Eds. Kasturi, R.; Laurndeau, D.; Suen, C.; Ayache, N.). 16th International Conference on Pattern Recognition (ICPR 2002), Quebec, Canada, August 11, 2002 - August 15, 2002. IEEE, Piscataway, NJ, USA (2002)
11.
Conference Paper
Graf, A.; Borer, S.: Normalization in Support Vector Machines. In: Pattern Recognition: 23rd DAGM Symposium Munich, Germany, September 12–14, 2001, pp. 277 - 282 (Eds. Radig, B.; Florczyk, S.). 23rd DAGM Symposium, München, Germany, September 12, 2001 - September 14, 2001. Springer, Berlin, Germany (2001)

Poster (6)

12.
Poster
Graf, A.; Wichmann, F.; Bülthoff, H.; Schölkopf, B.: The human brain as a large margin classifier. Computational and Systems Neuroscience Meeting (COSYNE 2005), Salt Lake City, UT, USA (2005)
13.
Poster
Graf, A.; Wichmann, F.; Bülthoff, H.; Schölkopf, B.: Classification and Memory Behaviour of Man Revisited by Machine. Computational and Systems Neuroscience Meeting (COSYNE 2004), Cold Spring Harbor, NY, USA (2004)
14.
Poster
Graf, A.; Wichmann, F.; Bülthoff, H.; Schölkopf, B.: Human Classification Behaviour Revisited by Machine Learning. 7th Tübingen Perception Conference (TWK 2004), Tübingen, Germany (2004)
15.
Poster
Graf, A.; Wichmann, F.; Bülthoff, H.; Schölkopf, B.: Study of Human Classification using Psychophysics and Machine Learning. 6. Tübinger Wahrnehmungskonferenz (TWK 2003), Tübingen, Germany (2003)
16.
Poster
Cunningham, D.; Graf, A.; Bülthoff, H.: A relative encoding approach to modeling Spatiotemporal Boundary Formation. Second Annual Meeting of the Vision Sciences Society (VSS 2002), Sarasota, FL, USA (2002)
17.
Poster
Cunningham, D.; Graf, A.; Bülthoff, H.: A relative encoding model of spatiotemporal boundary formation. 5. Tübinger Wahrnehmungskonferenz (TWK 2002), Tübingen, Germany (2002)

Thesis - PhD (1)

18.
Thesis - PhD
Graf, A.: Classification and Feature Extraction in Man and Machine. Dissertation, 239 pp., Eberhard-Karls-Universität Tübingen, Tübingen, Germany (2004)

Report (1)

19.
Report
Graf, A.; Wallraven, C.: Multi-class SVMs for Image Classification using Feature Tracking (Technical Report of the Max Planck Institute for Biological Cybernetics, 99). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2002), 7 pp.
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