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When Is ''Nearest Neighbor'' Meaningful?

Kevin S. Beyer, Jonathan Goldstein, Raghu Ramakrishnan, Uri Shaft: When Is ''Nearest Neighbor'' Meaningful? ICDT 1999: 217-235
@inproceedings{DBLP:conf/icdt/BeyerGRS99,
  author    = {Kevin S. Beyer and
               Jonathan Goldstein and
               Raghu Ramakrishnan and
               Uri Shaft},
  editor    = {Catriel Beeri and
               Peter Buneman},
  title     = {When Is ''Nearest Neighbor'' Meaningful?},
  booktitle = {Database Theory - ICDT '99, 7th International Conference, Jerusalem,
               Israel, January 10-12, 1999, Proceedings},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {1540},
  year      = {1999},
  isbn      = {3-540-65452-6},
  pages     = {217-235},
  ee        = {db/conf/icdt/BeyerGRS99.html, http://link.springer.de/link/service/series/0558/bibs/1540/15400217.htm},
  crossref  = {DBLP:conf/icdt/99},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
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Stefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel: A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space. PODS 1997: 78-86 BibTeX
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Norio Katayama, Shin'ichi Satoh: The SR-tree: An Index Structure for High-Dimensional Nearest Neighbor Queries. SIGMOD Conference 1997: 369-380 BibTeX
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Referenced by

  1. Charu C. Aggarwal, Alexander Hinneburg, Daniel A. Keim: On the Surprising Behavior of Distance Metrics in High Dimensional Spaces. ICDT 2001: 420-434
  2. Kaushik Chakrabarti, Sharad Mehrotra: Local Dimensionality Reduction: A New Approach to Indexing High Dimensional Spaces. VLDB 2000: 89-100
  3. Antonio Corral, Yannis Manolopoulos, Yannis Theodoridis, Michael Vassilakopoulos: Closest Pair Queries in Spatial Databases. SIGMOD Conference 2000: 189-200
  4. Yuan-Chi Chang, Lawrence D. Bergman, Vittorio Castelli, Chung-Sheng Li, Ming-Ling Lo, John R. Smith: The Onion Technique: Indexing for Linear Optimization Queries. SIGMOD Conference 2000: 391-402
  5. Charu C. Aggarwal, Philip S. Yu: Finding Generalized Projected Clusters In High Dimensional Spaces. SIGMOD Conference 2000: 70-81
  6. Roger Weber, Klemens Böhm: Trading Quality for Time with Nearest Neighbor Search. EDBT 2000: 21-35
  7. Alexander Hinneburg, Daniel A. Keim: Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering. VLDB 1999: 506-517
  8. Kaushik Chakrabarti, Sharad Mehrotra: The Hybrid Tree: An Index Structure for High Dimensional Feature Spaces. ICDE 1999: 440-447
  9. Michael Ortega, Yong Rui, Kaushik Chakrabarti, Kriengkrai Porkaew, Sharad Mehrotra, Thomas S. Huang: Supporting Ranked Boolean Similarity Queries in MARS. IEEE Trans. Knowl. Data Eng. 10(6): 905-925(1998)
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