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132
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ICDM
2002
IEEE
163views Data Mining» more  ICDM 2002»
15 years 5 months ago
High Performance Data Mining Using the Nearest Neighbor Join
The similarity join has become an important database primitive to support similarity search and data mining. A similarity join combines two sets of complex objects such that the r...
Christian Böhm, Florian Krebs
138
Voted
DAWAK
2005
Springer
15 years 6 months ago
Nearest Neighbor Search on Vertically Partitioned High-Dimensional Data
Abstract. In this paper, we present a new approach to indexing multidimensional data that is particularly suitable for the efficient incremental processing of nearest neighbor quer...
Evangelos Dellis, Bernhard Seeger, Akrivi Vlachou
126
Voted
PARCO
1997
15 years 1 months ago
Parallel Database Techniques in Decision Support and Data Mining
During the last decade, all commercial database systems have included features for parallel processing into their products. This development has been driven by the fact that datab...
Andreas Reuter
137
Voted
BMCBI
2008
208views more  BMCBI 2008»
15 years 16 days ago
GraphFind: enhancing graph searching by low support data mining techniques
Background: Biomedical and chemical databases are large and rapidly growing in size. Graphs naturally model such kinds of data. To fully exploit the wealth of information in these...
Alfredo Ferro, Rosalba Giugno, Misael Mongiov&igra...
CIKM
2006
Springer
15 years 4 months ago
A combination of trie-trees and inverted files for the indexing of set-valued attributes
Set-valued attributes frequently occur in contexts like marketbasked analysis and stock market trends. Late research literature has mainly focused on set containment joins and dat...
Manolis Terrovitis, Spyros Passas, Panos Vassiliad...