Cost-sensitive boosting for classification of imbalanced data
Top Cited Papers
- 5 May 2007
- journal article
- research article
- Published by Elsevier in Pattern Recognition
- Vol. 40 (12) , 3358-3378
- https://doi.org/10.1016/j.patcog.2007.04.009
Abstract
No abstract availableKeywords
This publication has 34 references indexed in Scilit:
- Learning from imbalanced data sets with boosting and data generationACM SIGKDD Explorations Newsletter, 2004
- A study of the behavior of several methods for balancing machine learning training dataACM SIGKDD Explorations Newsletter, 2004
- Mining with rarityACM SIGKDD Explorations Newsletter, 2004
- EditorialACM SIGKDD Explorations Newsletter, 2004
- From association to classification: inference using weight of evidenceIEEE Transactions on Knowledge and Data Engineering, 2003
- On combining classifiersPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1998
- Pruning decision trees with misclassification costsPublished by Springer Nature ,1998
- A Decision-Theoretic Generalization of On-Line Learning and an Application to BoostingJournal of Computer and System Sciences, 1997
- High-order pattern discovery from discrete-valued dataIEEE Transactions on Knowledge and Data Engineering, 1997
- REPRESENTATION DESIGN AND BRUTE-FORCE INDUCTION IN A BOEING MANUFACTURING DOMAINApplied Artificial Intelligence, 1994