85 search results - page 15 / 17 » Stahel-Donoho estimation for high-dimensional data |
149
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NIPS
2007
15 years 7 months ago
2007
Maximum entropy analysis of binary variables provides an elegant way for studying the role of pairwise correlations in neural populations. Unfortunately, these approaches suffer f...
204
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KDD
2010
ACM
15 years 10 months ago
2010
ACM
Feature selection is an important task in order to achieve better generalizability in high dimensional learning, and structure learning of Markov random fields (MRFs) can automat...
178
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BMCBI
2008
15 years 6 months ago
2008
Background: Analysis of gene expression data for tumor classification is an important application of bioinformatics methods. But it is hard to analyse gene expression data from DN...
177
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ICIP
2002
IEEE
16 years 8 months ago
2002
IEEE
The proliferation of video content on the web makes similarity detection an indispensable tool in web data management, searching, and navigation. In this paper, we propose a numbe...
180
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BMCBI
2007
2007
Penalized likelihood for sparse contingency tables with an application to full-length cDNA libraries
15 years 6 months ago
Background: The joint analysis of several categorical variables is a common task in many areas of biology, and is becoming central to systems biology investigations whose goal is ...