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» Multilinear Independent Components Analysis
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89
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EACL
1989
ACL Anthology
15 years 3 months ago
A New View On The Process Of Translation
In this paper we describe a framework for research into translation that draws on a combination of two existing and independently constructed technologies: an analysis component d...
John A. Bateman, Robert T. Kasper, Jörg Sch&u...
133
Voted
ISBI
2007
IEEE
15 years 8 months ago
Statistical Shape Analysis via Principal Factor Analysis
Statistical shape analysis techniques commonly employed in the medical imaging community, such as Active Shape Models or Active Appearance Models, rely on Principal Component Anal...
Mauricio Reyes, Marius George Linguraru, Kostas Ma...
120
Voted
CVPR
2007
IEEE
16 years 4 months ago
On the Blind Classification of Time Series
We propose a cord distance in the space of dynamical models that takes into account their dynamics, including transients, output maps and input distributions. In data analysis app...
Alessandro Bissacco, Stefano Soatto
92
Voted
ICA
2007
Springer
15 years 8 months ago
ICA in Boolean XOR Mixtures
We consider Independent Component Analysis (ICA) for the case of binary sources, where addition has the meaning of the boolean “Exclusive Or” (XOR) operation. Thus, each mixtur...
Arie Yeredor
103
Voted
ESANN
2006
15 years 4 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...