Online Learning Model for Handling Different Concept Drifts Using Diverse Ensemble Classifiers on Evolving Data Streams
Author:
Affiliation:
1. Information Technology, Jeppiaar Institute of Technology, Sriperumbudur, Kanchipuram, Tamil Nadu, India;
2. Computer Science and Engineering, R.M.D. Engineering College, RSM Nagar, Gummidipoondi, Chennai, Tamil Nadu, India
Publisher
Informa UK Limited
Subject
Artificial Intelligence,Information Systems,Software
Link
https://www.tandfonline.com/doi/pdf/10.1080/01969722.2019.1645996
Reference21 articles.
1. Combining block-based and online methods in learning ensembles from concept drifting data streams
2. Reacting to Different Types of Concept Drift: The Accuracy Updated Ensemble Algorithm
3. An adaptive ensemble classifier for mining concept drifting data streams
4. A survey on concept drift adaptation
Cited by 15 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. A Novel Approach to ROI based Medical Image Compression using Lifting Wavelets;2024 International Conference on Inventive Computation Technologies (ICICT);2024-04-24
2. A comprehensive ensemble classification techniques detecting and managing concept drift in dynamic imbalanced data streams;Wireless Networks;2024-04-23
3. Online concept evolution detection based on active learning;Data Mining and Knowledge Discovery;2024-03-15
4. Pulse Non-Orthogonal Multiple Access (PNOMA) Technique for Future Generation Wireless Networks;2023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE);2023-11-01
5. AirMobilize: IoT-Powered Air Quality Monitoring on the Go;2023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE);2023-11-01
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