Infinite Feature Selection : A Graph-based Feature Filtering Approach
We propose a filtering feature selection framework that considers subsets of features as paths in a graph, where a node is a feature and an edge indicates pairwise (customizable) relations among features, dealing with relevance and redundancy principles. By two different interpretations (exploiting...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 12 vom: 30. Dez., Seite 4396-4410
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| 1. Verfasser: |
Roffo, Giorgio
(VerfasserIn) |
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| Weitere Verfasser: |
Melzi, Simone,
Castellani, Umberto,
Vinciarelli, Alessandro,
Cristani, Marco |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2021
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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