{"title":"基于云预处理的多因素建模系统","authors":"Ventsislav Nikolov, Danko Naydenov","doi":"10.1145/2516775.2516802","DOIUrl":null,"url":null,"abstract":"In this paper a practical multifactor modelling system is described implementing heuristic searching of polynomial formula that describe an unpredictable time series by a set of predictable series. The data needed for the calculations are pre-processed by a cloud computing system to fill the missing values. The features and problems of both pre-processing and formula searching systems are presented and analyzed.","PeriodicalId":316788,"journal":{"name":"International Conference on Computer Systems and Technologies","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Multifactor modelling system with cloud based pre-processing\",\"authors\":\"Ventsislav Nikolov, Danko Naydenov\",\"doi\":\"10.1145/2516775.2516802\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper a practical multifactor modelling system is described implementing heuristic searching of polynomial formula that describe an unpredictable time series by a set of predictable series. The data needed for the calculations are pre-processed by a cloud computing system to fill the missing values. The features and problems of both pre-processing and formula searching systems are presented and analyzed.\",\"PeriodicalId\":316788,\"journal\":{\"name\":\"International Conference on Computer Systems and Technologies\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-06-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Computer Systems and Technologies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2516775.2516802\",\"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 Conference on Computer Systems and Technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2516775.2516802","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Multifactor modelling system with cloud based pre-processing
In this paper a practical multifactor modelling system is described implementing heuristic searching of polynomial formula that describe an unpredictable time series by a set of predictable series. The data needed for the calculations are pre-processed by a cloud computing system to fill the missing values. The features and problems of both pre-processing and formula searching systems are presented and analyzed.
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