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» Classification with partial labels

121

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ILP
2007
Springer

237views Automated Reasoning» more ILP 2007»

Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification

15 years 8 months ago

Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification

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Aram Galstyan, Paul R. Cohen

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87

IWINAC
2005
Springer

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Boosting Parallel Perceptrons for Label Noise Reduction in Classification Problems

15 years 8 months ago

Boosting Parallel Perceptrons for Label Noise Reduction in Classification Problems

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Iván Cantador, José R. Dorronsoro

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77

ICMLA
2007

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Modifying kernels using label information improves SVM classification performance

15 years 4 months ago

Modifying kernels using label information improves SVM classification performance

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Martin Renqiang Min, Anthony J. Bonner, Zhaolei Zh...

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95

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KAIS
2006

59views more KAIS 2006»

Multiple labels associative classification

15 years 2 months ago

Multiple labels associative classification

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Fadi A. Thabtah, Peter I. Cowling, Yonghong Peng

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137

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ICTAI
2010
IEEE

239views Artificial Intelligence» more ICTAI 2010»

Instance-Based Ensemble Pruning via Multi-Label Classification

15 years 16 days ago

Instance-Based Ensemble Pruning via Multi-Label Classification

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Ensemble pruning is concerned with the reduction of the size of an ensemble prior to its combination. Its purpose is to reduce the space and time complexity of the ensemble and/or ...

Fotini Markatopoulou, Grigorios Tsoumakas, Ioannis...

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