213 search results - page 31 / 43 » Learning of Variability for Invariant Statistical Pattern Re... |
110
Voted
ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
Graphical models are well established in providing compact conditional probability descriptions of complex multivariable interactions. In the Gaussian case, graphical models are d...
108
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EPIA
2005
Springer
15 years 7 months ago
2005
Springer
Abstract. A new machine learning approach is presented for automatic detection of Mediterranean water eddies from sea surface temperature maps of the Atlantic Ocean. A pre-processi...
146
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HIPC
1999
Springer
15 years 6 months ago
1999
Springer
Abstract. Recent times have seen an explosive growth in the availability of various kinds of data. It has resulted in an unprecedented opportunity to develop automated data-driven ...
121
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KDD
2004
ACM
16 years 2 months ago
2004
ACM
Essentially all data mining algorithms assume that the datagenerating process is independent of the data miner's activities. However, in many domains, including spam detectio...
147
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KDD
2010
ACM
15 years 5 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...