9382 search results - page 13 / 1877 » A Functional Model for Data Analysis |
ICASSP
2011
IEEE
14 years 2 months ago
2011
IEEE
In this work we propose the use of Functional Data Analysis (FDA) as a powerful methodology to tackle problems where multiple continuous speech parameters have to be analyzed join...
114
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BIBE
2001
IEEE
15 years 2 months ago
2001
IEEE
Effective analysis of genome sequences and associated functional data requires access to many different kinds of biological information. For example, when analysing gene expressio...
ICCS
2003
Springer
15 years 4 months ago
2003
Springer
Geophysics research has been faced with a growing need for automated techniques with which to process large quantities of data. A successful tool must meet a number of requirements...
126
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NIPS
2003
15 years 12 days ago
2003
In this paper we introduce a new underlying probabilistic model for principal component analysis (PCA). Our formulation interprets PCA as a particular Gaussian process prior on a ...
ESANN
2006
15 years 13 days ago
2006
Usually time series prediction is done with regularly sampled data. In practice, however, the data available may be irregularly sampled. In this case the conventional prediction me...