217 search results - page 7 / 44 » On Estimating Mutual Information for Feature Selection |
PAMI
2002
14 years 11 months ago
2002
We introduce a formalism for optimal sensor parameter selection for iterative state estimation in static systems. Our optimality criterion is the reduction of uncertainty in the st...
112
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HAIS
2009
Springer
15 years 4 months ago
2009
Springer
Developing models and methods to manage data vagueness is a current effervescent research field. Some work has been done with supervised problems but unsupervised problems and unce...
GECCO
2003
Springer
15 years 4 months ago
2003
Springer
Correlations between alleles after selection are an important source of information. Such correlations should be exploited for further search and thereby constitute the building bl...
129
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AAAI
2011
13 years 11 months ago
2011
In this paper, we propose a novel method to select the most informative subset of features, which has little redundancy and very strong discriminating power. Our proposed approach...
107
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ICANN
2010
Springer
15 years 23 days ago
2010
Springer
Abstract. Local air quality forecasting can be made on the basis of meteorological and air pollution time series. Such data contain redundant information. Partial mutual informatio...