{"title":"Aggregated Classifiers for State Diagnostics of the Technical Object","authors":"V. Klyachkin, J.E. Kuvayskova, D. Zhukov","doi":"10.1109/FarEastCon.2019.8934362","DOIUrl":null,"url":null,"abstract":"In this paper the method to plot the aggregated classifier is suggested to forecast the technical object operation. When receiving new information about object operation indicators it turns out to be necessary to update the classification model. It can be done using the pseudo-gradient procedure for updating basic model parameters and for updating the aggregated classifier structure as well if necessary.","PeriodicalId":395247,"journal":{"name":"2019 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FarEastCon.2019.8934362","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
In this paper the method to plot the aggregated classifier is suggested to forecast the technical object operation. When receiving new information about object operation indicators it turns out to be necessary to update the classification model. It can be done using the pseudo-gradient procedure for updating basic model parameters and for updating the aggregated classifier structure as well if necessary.