INFFC: An iterative class noise filter based on the fusion of classifiers with noise sensitivity control

Author:

Sáez José A.,Galar Mikel,Luengo Julián,Herrera Francisco

Funder

EC

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Signal Processing,Software

Reference44 articles.

1. Mining with noise knowledge: error-aware data mining;Wu;IEEE Trans. Syst. Man Cybernet. – Part A: Syst. Humans,2008

2. Data preprocessing in data mining;García,2015

3. Class noise vs. attribute noise: a quantitative study;Zhu;Artif. Intell. Rev.,2004

4. Classification in the presence of label noise: a survey;Frenay;IEEE Trans. Neural Netw. Learning Syst.,2014

5. Predicting noise filtering efficacy with data complexity measures for nearest neighbor classification;Sáez;Pattern Recogn.,2013

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