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» Applications of Independent Component Analysis
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165
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SIGMOD
2008
ACM
107views Database» more  SIGMOD 2008»
16 years 26 days ago
Outlier-robust clustering using independent components
How can we efficiently find a clustering, i.e. a concise description of the cluster structure, of a given data set which contains an unknown number of clusters of different shape ...
Christian Böhm, Christos Faloutsos, Claudia P...
136
Voted
MSE
2002
IEEE
179views Hardware» more  MSE 2002»
15 years 5 months ago
A SOAP-Oriented Component-Based Framework Supporting Device-Independent Multimedia Web Services
A web service is a programmable web application accessible using standard Internet protocols. A threelayer architecture has been suggested for web services: service providers, ser...
Jia Zhang, Jen-Yao Chung
90
Voted
ESANN
2006
15 years 2 months ago
Non-orthogonal Support Width ICA
Independent Component Analysis (ICA) is a powerful tool with applications in many areas of blind signal processing; however, its key assumption, i.e. the statistical independence o...
John Aldo Lee, Frédéric Vrins, Miche...
DAC
2000
ACM
15 years 5 months ago
An asymptotically constant, linearly bounded methodology for the statistical simulation of analog circuits including component m
Abstract: This paper presents a new statistical methodology to simulate the effect of both inter-die and intra-die variation on the electrical performance of analog integrated circ...
Carlo Guardiani, Sharad Saxena, Patrick McNamara, ...
94
Voted
NECO
2008
122views more  NECO 2008»
15 years 20 days ago
Constrained Subspace ICA Based on Mutual Information Optimization Directly
We introduce a new approach to constrained Independent Component Analysis (ICA) by formulating the original, unconstrained ICA problem as well as the constraints in mutual informa...
Marc M. Van Hulle