1236 search results - page 90 / 248 » Robust estimation for sparse data |
232
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PERVASIVE
2011
Springer
14 years 4 months ago
2011
Springer
People spend most of their time at a few key locations, such as home and work. Being able to identify how the movements of people cluster around these “important places” is cru...
116
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BMCBI
2010
15 years 1 months ago
2010
Background: Principal component analysis (PCA) has gained popularity as a method for the analysis of highdimensional genomic data. However, it is often difficult to interpret the ...
100
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IPMI
2009
Springer
16 years 2 months ago
2009
Springer
Abstract. We propose a novel method, fMRI-Informed Regional Estimation (FIRE), which utilizes information from fMRI in E/MEG source reconstruction. FIRE takes advantage of the spat...
141
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BMCBI
2011
14 years 8 months ago
2011
Background: Typical analysis of microarray data ignores the correlation between gene expression values. In this paper we present a model for microarray data which specifically all...
115
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ICANN
2009
Springer
15 years 5 months ago
2009
Springer
In a typical reinforcement learning (RL) setting details of the environment are not given explicitly but have to be estimated from observations. Most RL approaches only optimize th...