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» Outlier-robust clustering using independent components
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AI
2005
Springer
14 years 3 months ago
Comparing Dimension Reduction Techniques for Document Clustering
In this research, a systematic study is conducted of four dimension reduction techniques for the text clustering problem, using five benchmark data sets. Of the four methods -- Ind...
Bin Tang, Michael A. Shepherd, Malcolm I. Heywood,...
ICMLA
2008
13 years 11 months ago
Semi-supervised IFA with Prior Knowledge on the Mixing Process: An Application to a Railway Device Diagnosis
Independent Factor Analysis (IFA) is a well known method used to recover independent components from their linear observed mixtures without any knowledge on the mixing process. Su...
Etienne Côme, Zohra Leila Cherfi, Latifa Ouk...
JCP
2006
106views more  JCP 2006»
13 years 9 months ago
Using Firewalls to Enforce Enterprise-wide Policies over Standard Client-Server Interactions
We propose and evaluate a novel framework for enforcing global coordination and control policies over message passing software components in enterprise computing environments. This...
Tuan Phan, Zhijun He, Thu D. Nguyen
NAR
2008
175views more  NAR 2008»
13 years 9 months ago
Onto-CC: a web server for identifying Gene Ontology conceptual clusters
The Gene Ontology (GO) vocabulary has been extensively explored to analyze the functions of coexpressed genes. However, despite its extended use in Biology and Medical Sciences, t...
Rocío Romero-Záliz, Coral del Val, J...
IPPS
1999
IEEE
14 years 2 months ago
The Computational Co-op: Gathering Clusters into a Metacomputer
We explore the creation of a metacomputer by the aggregation of independent sites. Joining a metacomputer is voluntary, and hence it has to be an endeavor that mutually benefits a...
Walfredo Cirne, Keith Marzullo