死亡率预测:神经网络方法

2020 13th International Conference "Management of large-scale system development" (MLSD) Pub Date : 2020-09-28 DOI:10.1109/MLSD49919.2020.9247775

Vasily Gorlishchev, Anatoly Michalsky

{"title":"死亡率预测:神经网络方法","authors":"Vasily Gorlishchev, Anatoly Michalsky","doi":"10.1109/MLSD49919.2020.9247775","DOIUrl":null,"url":null,"abstract":"Application of an artificial neural network (NN) for predicting human mortality and life expectancy has been studied. Obtained NN reflects current demographic theories, according to which mortality trends in countries with high life expectancy converge to a common trend, and the difference in the life expectancy of men and women is decreasing.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mortality forecasting: Neural network approach\",\"authors\":\"Vasily Gorlishchev, Anatoly Michalsky\",\"doi\":\"10.1109/MLSD49919.2020.9247775\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Application of an artificial neural network (NN) for predicting human mortality and life expectancy has been studied. Obtained NN reflects current demographic theories, according to which mortality trends in countries with high life expectancy converge to a common trend, and the difference in the life expectancy of men and women is decreasing.\",\"PeriodicalId\":103344,\"journal\":{\"name\":\"2020 13th International Conference \\\"Management of large-scale system development\\\" (MLSD)\",\"volume\":\"42 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-09-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 13th International Conference \\\"Management of large-scale system development\\\" (MLSD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MLSD49919.2020.9247775\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MLSD49919.2020.9247775","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

研究了人工神经网络(NN)在预测人类死亡率和预期寿命中的应用。得到的神经网络反映了当前的人口统计学理论，根据该理论，高预期寿命国家的死亡率趋势趋同于一个共同趋势，男女预期寿命的差异正在缩小。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Mortality forecasting: Neural network approach

Application of an artificial neural network (NN) for predicting human mortality and life expectancy has been studied. Obtained NN reflects current demographic theories, according to which mortality trends in countries with high life expectancy converge to a common trend, and the difference in the life expectancy of men and women is decreasing.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2020 13th International Conference "Management of large-scale system development" (MLSD)

自引率

0.00%

发文量