A novel semi-supervised classification approach for evolving data streams
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference42 articles.
1. Recurring and novel class detection using class-based ensemble for evolving data stream;Al-Khateeb;IEEE Transactions on Knowledge and Data Engineering,2016
2. MOA: Massive online analysis;Bifet;Journal of Machine Learning Research,2010
3. An adaptive algorithm for anomaly and novelty detection in evolving data streams;Bouguelia;Data Mining and Knowledge Discovery,2018
4. Evolving rule-based classifiers with genetic programming on GPUs for drifting data streams;Cano;Pattern Recognition,2019
5. Exploiting evolving micro-clusters for data stream classification with emerging class detection;Din;Information Sciences,2020
Cited by 14 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. OSSEFS: An online semi-supervised ensemble fuzzy system for data streams learning with missing values;Expert Systems with Applications;2024-12
2. Towards a semi-supervised ensemble clustering framework with flexible weighting mechanism and constraints information;Engineering Applications of Artificial Intelligence;2024-10
3. Synchronization-based semi-supervised data streams classification with label evolution and extreme verification delay;Information Sciences;2024-09
4. Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects;Neurocomputing;2024-09
5. Ensemble methods and semi-supervised learning for information fusion: A review and future research directions;Information Fusion;2024-07
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