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» Classification with partial labels

78

ILP
2007
Springer

237views Automated Reasoning» more ILP 2007»

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

15 years 3 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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59

IWINAC
2005
Springer

97views Artificial Intelligence» more IWINAC 2005»

Boosting Parallel Perceptrons for Label Noise Reduction in Classification Problems

15 years 3 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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57

ICMLA
2007

80views Machine Learning» more ICMLA 2007»

Modifying kernels using label information improves SVM classification performance

14 years 11 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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69

KAIS
2006

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Multiple labels associative classification

14 years 9 months ago

Multiple labels associative classification

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

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97

ICTAI
2010
IEEE

239views Artificial Intelligence» more ICTAI 2010»

Instance-Based Ensemble Pruning via Multi-Label Classification

14 years 7 months 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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