Comparison of Norm-Based Feature Selection Methods on Biological Omics Data

Author:

Song Jiayuan1,Liu Zheng2

Affiliation:

1. Harbin Normal University, China

2. Tongji University, China

Publisher

ACM

Reference12 articles.

1. Lopez Rincon Alejandro , Martinez Archundia Marlet , Martinez Ruiz Gustavo Ulises, and Tonda Alberto. 2018 . Ensemble feature selection and meta-analysis of cancer miRNA biomarkers. bioRxiv, (June 2018), 353201. https://doi.org/10.1101/353201 10.1101/353201 Lopez Rincon Alejandro, Martinez Archundia Marlet, Martinez Ruiz Gustavo Ulises, and Tonda Alberto. 2018. Ensemble feature selection and meta-analysis of cancer miRNA biomarkers. bioRxiv, (June 2018), 353201. https://doi.org/10.1101/353201

2. Evaluation of Feature Selection Methods using Bagging and Boosting Ensemble Techniques on High Throughput Biological Data

3. A review of feature selection techniques in bioinformatics

4. Zhixiang Xu , Gao Huang , Kilian Q. Weinberger , and Alice X. Zheng . 2014. Gradient boosted feature selection . In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM , Times Square, NY, 522–531. https://doi.org/10.1145/2623330.2623635 10.1145/2623330.2623635 Zhixiang Xu, Gao Huang, Kilian Q. Weinberger, and Alice X. Zheng. 2014. Gradient boosted feature selection. In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, Times Square, NY, 522–531. https://doi.org/10.1145/2623330.2623635

5. Huaining Sun and Xuegang Hu. 2017. Attribute selection for decision tree learning with class constraint. Chemom. Intell. Lab. Syst. 163 (Apr . 2017 ), 16–23. https://doi.org/10.1016/J.CHEMOLAB.2017.02.004 10.1016/J.CHEMOLAB.2017.02.004 Huaining Sun and Xuegang Hu. 2017. Attribute selection for decision tree learning with class constraint. Chemom. Intell. Lab. Syst. 163 (Apr. 2017), 16–23. https://doi.org/10.1016/J.CHEMOLAB.2017.02.004

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