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» From Linked Data to Relevant Data -- Time is the Essence
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ISMDA
2005
Springer
13 years 11 months ago
Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
The large number of genes in microarray data makes feature selection techniques more crucial than ever. From various ranking-based filter procedures to classifier-based wrapper tec...
Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
HPCA
2000
IEEE
13 years 10 months ago
A Prefetching Technique for Irregular Accesses to Linked Data Structures
Prefetching offers the potential to improve the performance of linked data structure (LDS) traversals. However, previously proposed prefetching methods only work well when there i...
Magnus Karlsson, Fredrik Dahlgren, Per Stenstr&oum...
ESWS
2010
Springer
13 years 9 months ago
PoolParty: SKOS Thesaurus Management Utilizing Linked Data
Building and maintaining thesauri are complex and laborious tasks. PoolParty is a Thesaurus Management Tool (TMT) for the Semantic Web, which aims to support the creation and maint...
Thomas Schandl, Andreas Blumauer
BMCBI
2006
126views more  BMCBI 2006»
13 years 5 months ago
Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
Background: Due to the large number of genes in a typical microarray dataset, feature selection looks set to play an important role in reducing noise and computational cost in gen...
Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
OTM
2009
Springer
14 years 5 days ago
LinksB2N: Automatic Data Integration for the Semantic Web
Abstract. The ongoing trend towards open data embraced by the Semantic Web has started to produce a large number of data sources. These data sources are published using RDF vocabul...
Manuel Salvadores, Gianluca Correndo, Bene Rodrigu...