ISSN 1549-3636 Science Publications, 2005 A Class of Region-preserving Space ...  Home/Search
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Abstract: This study introduces a class of region preserving space transformation (RPST) schemes for accessing high-dimensional data. The access methods in this class differ with respect to their spacepartitioning strategies. The study develops two new static partitioning schemes that can split each dimension of the space within linear space complexity. They also support an effective mechanism for handling skewed data in heavily sparse spaces. The techniques are experimentally compared to the... (Update)
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BibTeX entry: (Update)
@misc{ publications-journal,
author = "Issn Science Publications",
title = "Journal of Computer Science 1 (1): 89-97, 2005",
url = "citeseer.ist.psu.edu/758488.html" }
Citations (may not include all citations):262 Multidimensional access methods - Gaede, Gunther - 1998
97 The TV-tree: An index structure for high-dimensional data - Lin, Jagadish et al. - 1995
86 The pyramid-technique: Towards breaking the curse of dimensi.. (context) - Berchtold, Bohm et al. - 1998
50 The hybrid tree: an index structure for high dimensional fea.. - Chakrabarti, Mehrotra - 1999
33 Searching in high-dimensional spaces: index structures for i.. (context) - Boehm, Berchtold et al. - 2001
20 tree: An index structure for high-dimensional spaces using r.. - Sakurai, Yoshikawa et al. - 2000
6 Efficient similarity search and classification via rank aggr.. - Fagin, Kumar et al. - 2003
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