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Editing training data for multi-label classification with the k-nearest neighbor rule

Sawsan Kanj, Fahed Abdallah, Thierry Denœux, Kifah Tout

Pattern Analysis and Applications · 2015 · 62 citations · 43 references

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References

43

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations

, , +11

Statistical Comparisons of Classifiers over Multiple Data Sets

Janez Demšar · 2006 · 11.2K citations

, , +17

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.7K citations

, , +13

ML-KNN: A lazy learning approach to multi-label learning

Min-Ling Zhang, Zhi‐Hua Zhou · Pattern Recognition · 2007 · 3.5K citations

, , +5

Improved boosting algorithms using confidence-rated predictions

Robert E. Schapire, Yoram Singer · 1998 · 2.6K citations

, , +13