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» Sparse non-Gaussian component analysis
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PEWASUN
2006
ACM
14 years 2 months ago
Describing MANETS: principal component analysis of sparse mobility traces
Hector D. Flores, Stephan Eidenbenz, Rudolf H. Rie...
JMLR
2010
115views more  JMLR 2010»
13 years 7 months ago
Generalized Power Method for Sparse Principal Component Analysis
Michel Journée, Yurii Nesterov, Peter Richt...
ACL
2012
11 years 11 months ago
Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model
We propose a latent variable model to enhance historical analysis of large corpora. This work extends prior work in topic modelling by incorporating metadata, and the interactions...
William Yang Wang, Elijah Mayfield, Suresh Naidu, ...
CORR
2010
Springer
168views Education» more  CORR 2010»
13 years 7 months ago
Gaussian Process Structural Equation Models with Latent Variables
In a variety of disciplines such as social sciences, psychology, medicine and economics, the recorded data are considered to be noisy measurements of latent variables connected by...
Ricardo Silva
ICANNGA
2007
Springer
138views Algorithms» more  ICANNGA 2007»
14 years 2 months ago
Rib Suppression for Enhancing Frontal Chest Radiographs Using Independent Component Analysis
Chest radiographs play an important role in the diagnosis of lung cancer. Detection of pulmonary nodules in chest radiographs forms the basis of early detection. Due to its sparse ...
Bilal Ahmed, Tahir Rasheed, Mohammad A. U. Khan, S...