Analysis of data complexity measures for classification-Reference-Cited by-同舟云学术

Analysis of data complexity measures for classification

Published:2013-09 Issue:12 Volume:40 Page:4820-4831
ISSN:0957-4174
Container-title:Expert Systems with Applications
language:en
Short-container-title:Expert Systems with Applications

Author:

Cano José-Ramón

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference32 articles.

1. Asuncion, A. & Newman, D.J. (2007). UCI Machine Learning Repository. , Irvine, CA: University of California, Department of Information and Computer Science.

2. Basu, M., & Ho, T.K. (1999). The learning behavior of single neuron classifiers on linearly separable or nonseparable input. In Proceedings of the 1999 International Joint Conference on Neural Networks, Washinton DC, July.

3. Data complexity in pattern recognition;Basu,2006

4. Data complexity assessment in undersampled classification of high-dimensional biomedical data;Baumgartner;Pattern Recognition Letters,2006

5. Domain of competence of XCS classifier system in complexity measurement space;Bernadó-Mansilla;IEEE Transactions on Evolutionary Computation,2005

Cited by 48 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. Group Attack Dingo Optimizer for enhancing speech recognition in noisy environments;The European Physical Journal Plus;2023-12-21

2. Solving imbalanced learning with outlier detection and features reduction;Machine Learning;2023-12-07

3. Investigating the Performance of Data Complexity & Instance Hardness Measures as A Meta-Feature in Overlapping Classes Problem;Proceedings of the 2023 7th International Conference on Cloud and Big Data Computing;2023-08-17

4. Classifier selection using geometry preserving feature;Neural Computing and Applications;2023-07-28

5. Data complexity-based dynamic ensembling of SVMs in classification;Expert Systems with Applications;2023-04