{"title":"基于神经网络的金融时间序列预测方法","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":"{\"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}","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}
Neural Network-Based Methods for Forecasting Financial Time Series
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.