Analysis on meteorological conditions and health factors based on C4.5 algorithm

doi:10.1109/CCIS.2014.7175804

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	Analysis on meteorological conditions and health factors based on C4.5 algorithm
	Han, Xu; Jiang, Han; Jiang, Yanfeng; Gu, Heng; Zhang, Siyue; Lv, Tao; Wang, Cong
	2014
会议日期	November 27, 2014 - November 29, 2014
会议地点	Shenzhen, China
关键词	Data mining Algorithms Cloud computing Decision trees Distributed computer systems Flow visualization Forecasting Meteorology Neural networks Trees (mathematics) Weather forecasting Atmospheric impact Chemical and biologicals Data mining algorithm Decision-tree algorithm Forecasting algorithm Medical meteorologies Meteorological condition Upper respiratory tract
DOI	10.1109/CCIS.2014.7175804
页码	591-596
英文摘要	Medical Meteorology is a rising Boundary Science. It is the study of atmospheric impact on physical, chemical and biological conditions of human bodies for treatments of disease and services of health care. This paper analyzes current situation in the field of medical meteorology and discusses the performance and the characteristic of Decision Tree algorithm on medical meteorology prediction based on existing forecasting algorithm. This paper also builds models according to weather elements to predict the incidence of the day, and further validations will test the accuracy of the predictions from the model. Advantages and disadvantages will also be then analyzed. Finally, strengths and weaknesses of other data mining algorithm are discussed based on the problems of Decision Tree Algorithm. © 2014 IEEE.
会议录	CCIS 2014 - Proceedings of 2014 IEEE 3rd International Conference on Cloud Computing and Intelligence Systems
学科主题	Meteorology ; Fluid Flow, General
语种	英语
内容类型	会议论文
源URL	[http://ir.lzu.edu.cn/handle/262010/185229]
专题	公共卫生学院_会议论文
推荐引用方式 GB/T 7714	Han, Xu,Jiang, Han,Jiang, Yanfeng,et al. Analysis on meteorological conditions and health factors based on C4.5 algorithm[C]. 见:. Shenzhen, China. November 27, 2014 - November 29, 2014.