A algorithm hybrid model of Bayesian for detection performance in unhealthy lifestyle

机译：不健康生活方式检测性能的贝叶斯算法混合模型

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This study was conducted to see the trend of diseases caused by unhealthy lifestyles in underserved communities and coastal villages around Gresik and Tuban by using a hybrid algorithm through the Bayesian Network structure construction. The purpose of this study is to produce a software model that is able to detect early disease risk propensity lagging rural and coastal communities who have an unhealthy lifestyle in the form of construction of structures and produces a probability value with disease. The validity of that people have a tendency to smoke will experience disease Tuberculosis, Bronchitis or Lung Cancer through the test system is 75% to 95%.

机译：通过使用贝叶斯网络结构构建的混合算法，进行了这项研究，以了解在Gresik和Tuban附近服务不足的社区和沿海村庄中由不良生活方式引起的疾病趋势。这项研究的目的是产生一个软件模型，该软件模型能够检测滞后于农村和沿海社区的早期疾病风险倾向，这些农村居民和农村社区以建筑结构的形式生活着不健康的生活方式，并产生疾病的概率值。通过测试系统，人们倾向于吸烟会经历结核病，支气管炎或肺癌的有效性为75％至95％。

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来源
《2017 International Conference on Sustainable Information Engineering and Technology》|2017年|113-116|共4页
会议地点 Malang(ID)
作者
Ilham;
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作者单位

Department of Information System, UIN Sunan Ampel of Surabaya, JL. Jend. Ahmad Yani 117, Surabaya, Indonesia;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Bayes methods; Databases; Markov processes; Classification algorithms; Diseases; Data mining; Informatics;

机译：贝叶斯方法;数据库;马尔可夫过程;分类算法;疾病;数据挖掘;信息学;;

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1. A Hybrid Skin Detection Model from Multiple Color Spaces Based on a Dual-Threshold Bayesian Algorithm [J] . Chen Fujunku, Hu Zhigang, Li Keqin, International Journal of Pattern Recognition and Artificial Intelligence . 2016,第7期

机译：基于双阈值贝叶斯算法的多种颜色空间混合皮肤检测模型
2. Multiresolution and hybrid Bayesian algorithms for automatic detection of change points [J] . MacDougall S., Nandi A.K. IEE Proceedings. Part K . 1998,第4期

机译：自动检测变化点的多分辨率和混合贝叶斯算法
3. Multiresolution and hybrid Bayesian algorithms for automatic detection of change points [J] . S. MacDougall, A.K. Nandi, R. Chapman IEE Proceedings. Part K . 1998,第4期

机译：自动检测变化点的多分辨率和混合贝叶斯算法
4. A algorithm hybrid model of Bayesian for detection performance in unhealthy lifestyle [C] . Ilham International Conference on Sustainable Information Engineering and Technology . 2017

机译：一种贝叶斯算法混合模型，用于不健康生活方式的检测性能
5. Initiating self-management of lifestyle-related chronic disease resulting from unhealthy weight: Identifying thoughts and actions through phenomenology. [D] . Lee, Celeste L. 2016

机译：由体重不健康引起的与生活方式有关的慢性疾病的自我管理：通过现象学识别思想和行动。
6. Understanding Detection Performance in Public Health Surveillance: Modeling Aberrancy-detection Algorithms [O] . David L. Buckeridge, Anna Okhmatovskaia, Samson Tu, 2008

机译：了解公共卫生监视中的检测性能：建模异常检测算法
7. Bayesian hybrid algorithms and models : implementation and associated issues [O] . Lee Jeong Eun 2010

机译：贝叶斯混合算法和模型：实现和相关问题

A algorithm hybrid model of Bayesian for detection performance in unhealthy lifestyle

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