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Alexander Hinneburg

Papers on DiSC'02


On the Surprising Behavior of Distance Metrics in High Dimensional Spaces

Publications


Note: Links lead to the DBLP on the Web.

Alexander Hinneburg

10 Alexander Hinneburg, Daniel A. Keim , Markus Wawryniuk : HD-Eye: Visual Clustering of High Dimensional Data. SIGMOD Conference 2002

9 Charu C. Aggarwal , Alexander Hinneburg, Daniel A. Keim : On the Surprising Behavior of Distance Metrics in High Dimensional Spaces. ICDT 2001 : 420-434

8 Alexander Hinneburg, Daniel A. Keim , Wolfgang Brandt : Clustering 3D-structures of Small Aminoacid-chains for Detecting Dependence from Their Sequential Context in Proteins. BIBE 2000 : 43-49

7 Alexander Hinneburg: High Dimensional Clustering on Large Data Sets. EDBT PhD Workshop 2000

6 Alexander Hinneburg, Charu C. Aggarwal , Daniel A. Keim : What Is the Nearest Neighbor in High Dimensional Spaces? VLDB 2000 : 506-515

5 Daniel A. Keim , Alexander Hinneburg: Interesting KDD-News from SIGMOD'99. SIGKDD Explorations 1 (2): 117 (2000)

4 Daniel A. Keim , Alexander Hinneburg: Clustering Techniques for Large Data Sets - from the Past to the Future. KDD Tutorial Notes 1999 : 141-181

3 Alexander Hinneburg, Daniel A. Keim : Clustering Methods for Large Databases: From the Past to the Future. SIGMOD Conference 1999 : 509

2 Alexander Hinneburg, Daniel A. Keim : Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering. VLDB 1999 : 506-517

1 Alexander Hinneburg, Daniel A. Keim : An Efficient Approach to Clustering in Large Multimedia Databases with Noise. KDD 1998 : 58-65




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