{"title":"基于区块链数据库的仿生算法预测自闭症谱系障碍","authors":"A. S., W. Varuna","doi":"10.47392/irjash.2023.s056","DOIUrl":null,"url":null,"abstract":"Autism Spectrum disorder can be diagnosed easily when it is identified earlier. In order to identify earlier, Machine learning algorithms and Bio-inspired algorithms are used. The characteristics of an individual is applied on Machine Learning to build the best accuracy models. In this proposed work the machine learning algorithm shows moderate accuracy level. In order to improve the accuracy level one of the Bio inspired algorithm are used. This proposed work shows the better accuracy level as 99.8% and the database are secured by using the Block chain Technology.","PeriodicalId":244861,"journal":{"name":"International Research Journal on Advanced Science Hub","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Autism Spectrum Disorder Prediction by Bio-inspired Algorithm with Blockchain based Database\",\"authors\":\"A. S., W. Varuna\",\"doi\":\"10.47392/irjash.2023.s056\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Autism Spectrum disorder can be diagnosed easily when it is identified earlier. In order to identify earlier, Machine learning algorithms and Bio-inspired algorithms are used. The characteristics of an individual is applied on Machine Learning to build the best accuracy models. In this proposed work the machine learning algorithm shows moderate accuracy level. In order to improve the accuracy level one of the Bio inspired algorithm are used. This proposed work shows the better accuracy level as 99.8% and the database are secured by using the Block chain Technology.\",\"PeriodicalId\":244861,\"journal\":{\"name\":\"International Research Journal on Advanced Science Hub\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Research Journal on Advanced Science Hub\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.47392/irjash.2023.s056\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Research Journal on Advanced Science Hub","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.47392/irjash.2023.s056","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Autism Spectrum Disorder Prediction by Bio-inspired Algorithm with Blockchain based Database
Autism Spectrum disorder can be diagnosed easily when it is identified earlier. In order to identify earlier, Machine learning algorithms and Bio-inspired algorithms are used. The characteristics of an individual is applied on Machine Learning to build the best accuracy models. In this proposed work the machine learning algorithm shows moderate accuracy level. In order to improve the accuracy level one of the Bio inspired algorithm are used. This proposed work shows the better accuracy level as 99.8% and the database are secured by using the Block chain Technology.