An improved data characterization method and its application in classification algorithm recommendation
Author:
Funder
China Postdoctoral Science Foundation
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
http://link.springer.com/content/pdf/10.1007/s10489-015-0689-3.pdf
Reference49 articles.
1. Agrawal R, Imielinski T, Swami A (1993) Mining association rules between sets of items in large databases. In: ACM SIGMOD Record, vol 22. ACM, pp 207–216
2. Aha DW (1992) Generalizing from case studies: A case study. In: Proceedings of the Ninth International Conference on Machine Learning. Citeseer, pp 1–10
3. Aha DW, Kibler D, Albert MK (1991) Instance-based learning algorithms. Mach Learn 6(1):37–66
4. Ali S, Smith KA (2006) On learning algorithm selection for classification. Appl Soft Comput 6(2):119–138
5. Asuncion A NDJ. UCI machine learning repository (2007). http://www.ics.uci.edu/~mlearn/MLRepository.html
Cited by 18 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. AutoFe-Sel: A Meta-learning based methodology for Recommending Feature Subset Selection Algorithms;KSII Transactions on Internet and Information Systems;2023-07-31
2. Classifier selection using geometry preserving feature;Neural Computing and Applications;2023-07-28
3. Framework for multi-criteria assessment of classification models for the purposes of credit scoring;Journal of Big Data;2023-06-02
4. Comparative Analysis of Machine Learning Algorithms on Data Sets of Different Characteristics for Digital Transformation;2023 46th MIPRO ICT and Electronics Convention (MIPRO);2023-05-22
5. Hyper-parameter initialization of classification algorithms using dynamic time warping: A perspective on PCA meta-features;Applied Soft Computing;2023-02
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