472 search results - page 65 / 95 » Clustering functional data with the SOM algorithm |
152
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LCPC
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. To solve problems that require far more memory than a single machine can supply, data can be swapped to disk in some manner, it can be compressed, and/or the memory of mu...
125
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BMCBI
2010
15 years 3 months ago
2010
Background: Molecular studies of microbial diversity have provided many insights into the bacterial communities inhabiting the human body and the environment. A common first step ...
127
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RECOMB
2002
Springer
16 years 4 months ago
2002
Springer
We present algorithms for time-series gene expression analysis that permit the principled estimation of unobserved timepoints, clustering, and dataset alignment. Each expression p...
129
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STOC
2007
ACM
16 years 4 months ago
2007
ACM
We introduce a new, generic framework for private data analysis. The goal of private data analysis is to release aggregate information about a data set while protecting the privac...
102
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ECCV
2008
Springer
16 years 5 months ago
2008
Springer
This paper tackles the problem of fitting multiple instances of a model to data corrupted by noise and outliers. The proposed solution is based on random sampling and conceptual da...