Artificial Flora Algorithm-Based Feature Selection with Gradient Boosted Tree Model for Diabetes Classification

Author:

P NagarajORCID,P Deepalakshmi,Mansour Romany FORCID,Almazroa AhmedORCID

Publisher

Informa UK Limited

Subject

Pharmacology,Internal Medicine

Reference51 articles.

1. World Health Organization (WHO). Diabetes [Online]. 2020. Available from: https://www.who.int/news-room/fact-sheets/detail/diabetes. Accessed March 4, 2020.

2. Number of cases of diabetes in senior citizens across India from 2011 to 2050 [Online]. Available from: https://www.statista.com/statistics/944160/india-number-of-cases-of-diabetes-in-senior-citizens/#:~:text=2011%20to%202050.,The%20number%20of%20cases%20of%20diabetes%20in%20senior%20citizens%20across,to%20be%20about%2033.3%20million. Accessed March 25, 2020.

3. International Diabetes Federation (IDF). India [Online]. 2020. Available from: https://idf.org/our-network/regions-members/south-east-asia/members/94-india.html. Accessed March 25, 2020.

4. Analysis of diabetes mellitus for early prediction using optimal features selection

5. Longitudinal multi-omics of host–microbe dynamics in prediabetes

Cited by 49 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. Algorithms to define diabetes type using data from administrative databases: A systematic review of the evidence;Diabetes Research and Clinical Practice;2023-09

2. Diabetes Prediction Using Machine Learning Algorithms and Hyperparameter Tuning for Expecting Mothers;2023 IEEE World Conference on Applied Intelligence and Computing (AIC);2023-07-29

3. Identifying Multiple Diseases in the Human Body using Machine Learning;2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC);2023-07-06

4. Estimating Risk Levels and Epidemiology of Diabetic Retinopathy using Transfer Learning;2023 Third International Conference on Secure Cyber Computing and Communication (ICSCCC);2023-05-26

5. IoT-based Sweat Glucose Monitoring System;2023 7th International Conference on Intelligent Computing and Control Systems (ICICCS);2023-05-17

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