Predicting student failure at school using genetic programming and different data mining approaches with high dimensional and imbalanced data
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
http://link.springer.com/content/pdf/10.1007/s10489-012-0374-8.pdf
Reference45 articles.
1. Aloise-Young PA, Chavez EL (2002) Not all school dropouts are the same: Ethnic differences in the relation between reason for leaving school and adolescent substance use. Psychol Sch 39(5):539–547
2. Araque F, Roldan C, Salguero A (2009) Factors influencing university drop out rates. Comput Educ 53:563–574
3. Breiman L, Friedman JH, Olshen RA, Stone CJ (1984) Classification and regression trees. Chapman & Hall, New York
4. Cano A, Zafra A, Ventura S (2011) An EP algorithm for learning highly interpretable classifiers. In: Proceedings of the 10th international conference on intelligent systems design and applications, ISDA’11, pp 325–330
5. Cendrowska J (1987) Prism: an algorithm for inducing modular rules. Int J Man-Mach Stud 27(4):349–370
Cited by 126 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. ECSYAPPS – A framework for analyzing the effectiveness of classification techniques for early prediction of students academic performance in education sector;Engineering Applications of Artificial Intelligence;2024-08
2. A Comparison of Bias Mitigation Techniques for Educational Classification Tasks Using Supervised Machine Learning;Information;2024-06-04
3. Transformers para previsão de desempenho acadêmico no ensino Fundamental e Médio;Revista Brasileira de Informática na Educação;2024-04-13
4. Evaluation of students' performance during the academic period using the XG-Boost Classifier-Enhanced AEO hybrid model;Expert Systems with Applications;2024-03
5. Application of the performance of machine learning techniques as support in the prediction of school dropout;Scientific Reports;2024-02-17
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