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Journal Article (2)

1.
Journal Article
Maier, M.; von Luxburg, U.; Hein, M.: How the result of graph clustering methods depends on the construction of the graph. ESAIM: Probability and Statistics 17, pp. 370 - 418 (2013)
2.
Journal Article
Maier, M.; Hein, M.; von Luxburg, U.: Optimal construction of k-nearest-neighbor graphs for identifying noisy clusters. Theoretical computer science 410 (19), pp. 1749 - 1764 (2009)

Conference Paper (4)

3.
Conference Paper
Maier, M.; von Luxburg, U.; Hein, M.: Influence of graph construction on graph-based clustering measures. In: Advances in neural information processing systems 21, pp. 1025 - 1032 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
4.
Conference Paper
Maier, M.; Hein, M.; von Luxburg, U.: Cluster Identification in Nearest-Neighbor Graphs. In: Algorithmic Learning Theory: 18th International Conference, ALT 2007, Sendai, Japan, October 1-4, 2007, pp. 196 - 210 (Eds. Hutter, M.; Servedio, R.; Takimoto, E.). 18th International Conference on Algorithmic Learning Theory (ALT 2007), Sendai, Japan, October 01, 2007 - October 04, 2007. Springer, Berlin, Germany (2007)
5.
Conference Paper
Hein, M.; Maier, M.: Manifold Denoising. In: Advances in Neural Information Processing Systems 19, pp. 561 - 568 (Eds. Schölkopf, B.; Platt, J.; Hoffman, T.). Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), Vancouver, BC, Canada, December 04, 2006 - December 07, 2006. MIT Press, Cambridge, MA, USA (2007)
6.
Conference Paper
Hein, M.; Maier, M.: Manifold Denoising as Preprocessing for Finding Natural Representations of Data. In: Twenty-Second AAAI Conference on Artificial Intelligence (AAAI-07), pp. 1646 - 1649. Twenty-Second AAAI Conference on Artificial Intelligence (AAAI-07), Vancouver, BC, Canada, July 22, 2007 - July 26, 2007. AAAI Press, Menlo Park, CA, USA (2007)

Report (2)

7.
Report
Giesen, J.; Maier, M.; Schölkopf, B.: Simultaneous Implicit Surface Reconstruction and Meshing (Technical Report of the Max Planck Institute for Biological Cybernetics, 179). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2008), 11 pp.
8.
Report
Maier, M.; Hein, M.; von Luxburg, U.: Cluster Identification in Nearest-Neighbor Graphs (Technical Report of the Max Planck Institute for Biological Cybernetics, 163). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2007), 19 pp.
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