Predicting noise filtering efficacy with data complexity measures for nearest neighbor classification
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software
Reference48 articles.
1. Mining with noise knowledge: error-aware data mining;Wu;IEEE Transactions on Systems, Man, and Cybernetics—Part A: Systems and Humans,2008
2. Pattern recognition in the presence of noise;Liu;Pattern Recognition,1995
3. Class noise vs. attribute noise: a quantitative study;Zhu;Artificial Intelligence Review,2004
4. Classification in the presence of class noise using a probabilistic kernel Fisher method;Li;Pattern Recognition,2007
5. An SVM classifier incorporating simultaneous noise reduction and feature selection: illustrative case examples;Kumar;Pattern Recognition,2005
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