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ASPDAC
2009
ACM
164views Hardware» more  ASPDAC 2009»
16 years 13 days ago
Accounting for non-linear dependence using function driven component analysis
Majority of practical multivariate statistical analyses and optimizations model interdependence among random variables in terms of the linear correlation among them. Though linear...
Lerong Cheng, Puneet Gupta, Lei He
ICML
2009
IEEE
16 years 22 days ago
Grammatical inference as a principal component analysis problem
One of the main problems in probabilistic grammatical inference consists in inferring a stochastic language, i.e. a probability distribution, in some class of probabilistic models...
Raphaël Bailly, François Denis, Liva R...
166
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GLOBECOM
2009
IEEE
16 years 20 days ago
Data Acquisition through Joint Compressive Sensing and Principal Component Analysis
—In this paper we look at the problem of accurately reconstructing distributed signals through the collection of a small number of samples at a data gathering point. The techniqu...
Riccardo Masiero, Giorgio Quer, Daniele Munaretto,...
ICESS
2005
Springer
15 years 11 months ago
CDP: Component Development Platform for Communication Protocols
Complexity of software systems has significantly grown with social dependence on computer system, especially for mobile and internet. So we present component-based communication pr...
Hong-Jun Dai, Tian-Zhou Chen, Chun Chen, Jiang-Wei...
SSPR
2004
Springer
15 years 11 months ago
Finding Clusters and Components by Unsupervised Learning
We present a tutorial survey on some recent approaches to unsupervised machine learning in the context of statistical pattern recognition. In statistical PR, there are two classica...
Erkki Oja