Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Hardware and Architecture,Media Technology,Information Systems,Software
Link
https://link.springer.com/content/pdf/10.1007/s00530-021-00817-2.pdf
Reference63 articles.
1. Amutha, A., Mohan, V.: Diabetes complications in childhood and adolescent onset type 2 diabetes—a review. J. Diabetes Complicat. 30(5), 951–957 (2016). https://doi.org/10.1016/j.jdiacomp.2016.02.009
2. Domingueti, C.P., Dusse, L.M., Carvalho, M.D., Sousa, L.P., Gomes, K.B., Fernandes, A.P.: Diabetes mellitus: the linkage between oxidative stress, inflammation, hypercoagulability and vascular complications. J. Diabetes Complicat. 30(4), 738–745 (2016). https://doi.org/10.1016/j.jdiacomp.2015.12.018
3. World health organization statistics on diabetes. http://www.who.int/mediacentre/factsheets/fs312/en/. Accessed 02 Mar 2020
4. Pham, H.N., Triantaphyllou, E.: Prediction of diabetes by employing a new data mining approach which balances fitting and generalization. Comput. Inf. Sci. Stud. Comput. Intell. (2008). https://doi.org/10.1007/978-3-540-79187-4_2
5. Wild, S., Roglic, G., Green, A., Sicree, R., King, H.: Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care 27(5), 1047–1053 (2004). https://doi.org/10.2337/diacare.27.5.1047
Cited by 68 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. Enhancing disease diagnosis accuracy and diversity through BA-TLBO optimized ensemble learning;Biomedical Signal Processing and Control;2024-10
2. SMOTE-Based deep network with adaptive boosted sooty for the detection and classification of type 2 diabetes mellitus;Multimedia Tools and Applications;2024-09-11
3. Machine learning to predict the production of bio-oil, biogas, and biochar by pyrolysis of biomass: a review;Environmental Chemistry Letters;2024-09-05
4. Exploratory risk prediction of type II diabetes with isolation forests and novel biomarkers;Scientific Reports;2024-06-22
5. ASFESRN: bridging the gap in real-time corn leaf disease detection with image super-resolution;Multimedia Systems;2024-06-14
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