R. Carrasco, Gabriel Astudillo, I. Soto, M. Chacón, D. Fuentealba
{"title":"Forecast of copper price series using vector support machines","authors":"R. Carrasco, Gabriel Astudillo, I. Soto, M. Chacón, D. Fuentealba","doi":"10.1109/ICITM.2018.8333979","DOIUrl":null,"url":null,"abstract":"We research the potential of Support Vector Machines (SVMs) for forecasting in chaotic series of copper's price; based on different combination of structure, and possibilities of discovering knowledge in big data. It was built models of SVMs to forecast the copper's price of the London Metal Exchange (LME).","PeriodicalId":341512,"journal":{"name":"2018 7th International Conference on Industrial Technology and Management (ICITM)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 7th International Conference on Industrial Technology and Management (ICITM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICITM.2018.8333979","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10
Abstract
We research the potential of Support Vector Machines (SVMs) for forecasting in chaotic series of copper's price; based on different combination of structure, and possibilities of discovering knowledge in big data. It was built models of SVMs to forecast the copper's price of the London Metal Exchange (LME).