Flexible decision tree for data stream classification in the presence of concept change, noise and missing values
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Computer Science Applications,Information Systems
Link
http://link.springer.com/content/pdf/10.1007/s10618-009-0130-9.pdf
Reference40 articles.
1. Basak J (2006) Online adaptive decision trees: pattern classification and function approximation. Neural Comput 18(9): 2062–2101
2. Bhatt RB, Gopal M (2006) Neuro-fuzzy decision trees. Int J Neural Syst 16(1): 63–78
3. Chan P, Dunn OJ (1972) The treatment of missing values in discriminant analysis. J Am Stat Assoc (6):473–477
4. Cohen W (1995) Fast effective rule induction. In: Proceedings of the 12th international conference on machine learning (ICML), pp 115–123
5. Demsar J (2006) Statistical comparisons of classifiers over multiple data sets. J Mach Learn Res 7: 1–30
Cited by 42 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. Leveraging Plasticity in Incremental Decision Trees;Lecture Notes in Computer Science;2024
2. Review on novelty detection in the non-stationary environment;Knowledge and Information Systems;2023-11-30
3. Statistical Drift Detection Ensemble for batch processing of data streams;Knowledge-Based Systems;2022-09
4. Review on Perovskite-Type Compound Using Machine Learning;Science of Advanced Materials;2022-06-01
5. Pedestrian Reidentification Based on Feature Fusion and Metric Learning;International Journal of Circuits, Systems and Signal Processing;2022-01-05
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