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» Applications of Independent Component Analysis
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ICASSP
2009
IEEE
14 years 17 days ago
Principal component analysis in decomposable Gaussian graphical models
We consider principal component analysis (PCA) in decomposable Gaussian graphical models. We exploit the prior information in these models in order to distribute its computation. ...
Ami Wiesel, Alfred O. Hero III
COMPSAC
2005
IEEE
14 years 2 months ago
Buffer Overrun Prevention Through Component Composition Analysis
Buffer overrun vulnerabilities cause significant security problems, and have proven to be difficult to prevent. In this paper we present a novel approach to tackling the problem...
David Llewellyn-Jones, Madjid Merabti, Qi Shi, Bob...
HIS
2008
13 years 10 months ago
Diagnosing Patients Combining Principal Components Analysis and Case Based Reasoning
This paper addresses the application of a PCA analysis on categorical data prior to diagnose a patients data set using a Case-Based Reasoning (CBR) system. The particularity is th...
Carles Pous, Dani Caballero, Beatriz López
ICONIP
2007
13 years 10 months ago
Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation
In the paper, we present a new approach to multi-way Blind Source Separation (BSS) and corresponding 3D tensor factorization that has many potential applications in neuroscience an...
Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, Liqi...
CORR
2010
Springer
92views Education» more  CORR 2010»
13 years 8 months ago
Promoting Component Reuse by Separating Transmission Policy from Implementation
In this paper we present a methodology and set of tools which assist the construction of applications from components, by separating the issues of transmission policy from compone...
Scott M. Walker, Alan Dearle, Graham N. C. Kirby, ...