{"title":"Neural Network-Based Methods for Forecasting Financial Time Series","authors":"V. Ivanyuk, Konstantin I. Shuvalov","doi":"10.1109/mlsd52249.2021.9600241","DOIUrl":null,"url":null,"abstract":"The article discusses methods for predicting time series based on neural networks. Distinctive features of neural networks in forecasting are described. A case study with constructing a neural network-based forecast is considered.","PeriodicalId":428017,"journal":{"name":"2021 14th International Conference Management of large-scale system development (MLSD)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 14th International Conference Management of large-scale system development (MLSD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/mlsd52249.2021.9600241","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The article discusses methods for predicting time series based on neural networks. Distinctive features of neural networks in forecasting are described. A case study with constructing a neural network-based forecast is considered.