An Adaptive Voting Mechanism Based on Relative Density for Filtering Label Noises

Author:

Huang Longhai1,Shao Yabin1,Peng Jialin1

Affiliation:

1. Chongqing University of Posts and Telecommunications,Chongqing Key Laboratory of Computational Intelligence, College of Computer Science and Technology,Chongqing,China

Funder

Research and Development

National Natural Science Foundation of China

Natural Science Foundation of Chongqing

Publisher

IEEE

Reference23 articles.

1. GBNRS: A novel rough set algorithm for fast adaptive attribute reduction in classification;xia;IEEE Transactions on Knowledge and Data Engineering,2020

2. Building a Rule-Based Classifier—A Fuzzy-Rough Set Approach

3. Fast rates for a knn classifier robust to unknown asymmetric label noise;reeve;International Conference on Machine Learning,2019

4. Estimating a kernel fisher discriminant in the presence of label noise[C];lawrence;18th International Conference on Machine Learning (ICML 2001) Morgan Kaufmann,2001

5. Support vector machines under adversarial label noise[C];biggio;Asian Conference on Machine Learning,2011

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An Ensemble and Iterative Recovery Strategy Based kGNN Method to Edit Data with Label Noise;Mathematics;2022-08-03

2. An Iterative Recovery Strategy based KNN Method to Edit the Data with Label Noise;2022 3rd International Conference on Computer Vision, Image and Deep Learning & International Conference on Computer Engineering and Applications (CVIDL & ICCEA);2022-05-20

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