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EDBT
2009
ACM
184views Database» more  EDBT 2009»
15 years 11 months ago
Distributed similarity search in high dimensions using locality sensitive hashing
In this paper we consider distributed K-Nearest Neighbor (KNN) search and range query processing in high dimensional data. Our approach is based on Locality Sensitive Hashing (LSH...
Parisa Haghani, Sebastian Michel, Karl Aberer
SEMWEB
2009
Springer
15 years 11 months ago
KOSIMap: Ontology Alignments Results for OAEI 2009
Abstract. Ontology mapping has been recognised as an important approach to identifying similar information in heterogeneous ontologies. The Knowledge Organisation System Implicit M...
Quentin Reul, Jeff Z. Pan
ACM
1987
15 years 8 months ago
On efficient balanced codes
Balanced codes have the property that no codeword is "contained" in another.This property makes balanced codes attractive for certain applications, such as the encoding ...
Guan Jiwen, Victor R. Lesser
145
Voted
KDD
2009
ACM
243views Data Mining» more  KDD 2009»
16 years 5 months ago
Exploiting Wikipedia as external knowledge for document clustering
In traditional text clustering methods, documents are represented as "bags of words" without considering the semantic information of each document. For instance, if two ...
Xiaohua Hu, Xiaodan Zhang, Caimei Lu, E. K. Park, ...
BMCBI
2010
214views more  BMCBI 2010»
15 years 4 months ago
AutoSOME: a clustering method for identifying gene expression modules without prior knowledge of cluster number
Background: Clustering the information content of large high-dimensional gene expression datasets has widespread application in "omics" biology. Unfortunately, the under...
Aaron M. Newman, James B. Cooper