148 search results - page 4 / 30 » Feature Selection Based on Mutual Correlation |
126
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GRC
2008
IEEE
15 years 5 months ago
2008
IEEE
Feature selection is an important problem for pattern classification systems. Mutual information is a good indicator of relevance between variables, and has been used as a measure...
134
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ICML
2003
IEEE
16 years 5 months ago
2003
IEEE
Feature selection, as a preprocessing step to machine learning, has been effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and improvin...
117
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CORES
2005
Springer
15 years 9 months ago
2005
Springer
150
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CIARP
2006
Springer
15 years 8 months ago
2006
Springer
Feature selection and dimensionality reduction are crucial research fields in pattern recognition. This work presents the application of a novel technique on dimensionality reducti...
156
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ICMCS
2006
IEEE
15 years 10 months ago
2006
IEEE
To bridge the gap between high level semantic concepts and low level visual features in content-based image retrieval (CBIR), online feature selection is really required. An effec...