Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study

Author:

Hmida Hmida,Hamida Sana Ben,Borgi Amel,Rukoz Marta

Publisher

Springer International Publishing

Reference17 articles.

1. CGP: Cartesian gp website, http://www.cartesiangp.co.uk

2. Cohn, D., Atlas, L., Ladner, R.: Improving generalization with active learning. Mach. Learn. 15, 201–221 (1994)

3. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence);R Curry,2004

4. Curry, R., Lichodzijewski, P., Heywood, M.I.: Scaling genetic programming to large datasets using hierarchical dynamic subset selection. IEEE Trans. Syst. Man Cybern. Part B 37(4), 1065–1073 (2007)

5. Gathercole, C.: An Investigation of Supervised Learning in Genetic Programming. University of Edinburgh, Thesis (1998)

Cited by 8 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. Data Sampling via Active Learning in Cartesian Genetic Programming for Biomedical Data;2024 IEEE Congress on Evolutionary Computation (CEC);2024-06-30

2. ACTIVE SMOTE for Imbalanced Medical Data Classification;Lecture Notes in Business Information Processing;2024

3. Adaptive Sampling of Biomedical Images with Cartesian Genetic Programming;Lecture Notes in Computer Science;2024

4. Algorithm vs Processing Manipulation to Scale Genetic Programming to Big Data Mining;Metaheuristics for Machine Learning;2022-08-13

5. Trends of Evolutionary Machine Learning to Address Big Data Mining;Lecture Notes in Business Information Processing;2021

同舟云学术

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