Concepedia

Parameter-free classification in multi-class imbalanced data sets

Loïc Cerf, Dominique Gay, Nazha Selmaoui‐Folcher, Bruno Crémilleux, Jean‐François Boulicaut

Data & Knowledge Engineering · 2013 · 25 citations · 38 references

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38

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

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UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

, , +10

Mining association rules between sets of items in large databases

Rakesh Agrawal, Tomasz Imieliński, Arun Swami · 1993 · 14.8K citations · Full text

, , +13

Statistical Comparisons of Classifiers over Multiple Data Sets

Janez Demšar · 2006 · 11.2K citations

, , +17

Fast Algorithms for Mining Association Rules in Large Databases

Rakesh Agrawal, Ramakrishnan Srikant · Very Large Data Bases · 1994 · 9.4K citations

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