Ensemble of classifier chains and Credal C4.5 for solving multi-label classification
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
http://link.springer.com/article/10.1007/s13748-018-00171-x/fulltext.html
Reference49 articles.
1. Abellán, J.: Uncertainty measures on probability intervals from the imprecise dirichlet model. Int. J. Gen. Syst. 35(5), 509–528 (2006). https://doi.org/10.1080/03081070600687643
2. Abellán, J.: Ensembles of decision trees based on imprecise probabilities and uncertainty measures. Inf. Fusion 14(4), 423–430 (2013)
3. Abellán, J., Mantas, C.J.: Improving experimental studies about ensembles of classifiers for bankruptcy prediction and credit scoring. Expert Syst. Appl. 41(8), 3825–3830 (2014). https://doi.org/10.1016/j.eswa.2013.12.003
4. Abellán, J., Masegosa, A.: An experimental study about simple decision trees for bagging ensemble on datasets with classification noise. In: Sossai, C., Chemello, G. (eds.) Symbolic and Quantitative Approaches to Reasoning with Uncertainty, vol. 5590, pp. 446–456. Springer, Berlin (2009). https://doi.org/10.1007/978-3-642-02906-6_39
5. Abellán, J., Moral, S.: Building classification trees using the total uncertainty criterion. Int. J. Intell. Syst. 18(12), 1215–1225 (2003). https://doi.org/10.1002/int.10143
Cited by 12 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. HIE-EDT: Hierarchical interval estimation-based evidential decision tree;Pattern Recognition;2024-02
2. Relative Entropy and PageRank-Based Classifier Chains for Multi-Label Classification;IEEE Access;2024
3. Prediction of rhinitis based on label-links classifier chain using feature-block;Biomedical Signal Processing and Control;2023-09
4. Improving the performance of artificial intelligence models using the rotation forest technique for landslide susceptibility mapping;International Journal of Environmental Science and Technology;2022-11-19
5. Improving performance of multi-label classification using ensemble of feature selection and outlier detection;2022 12th International Conference on Computer and Knowledge Engineering (ICCKE);2022-11-17
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3