Svetlana Batasova, M. Efimova, I. Kholod, A. Semenchenko
{"title":"Preparation of distributed heterogeneous data for data mining","authors":"Svetlana Batasova, M. Efimova, I. Kholod, A. Semenchenko","doi":"10.1109/SCM.2015.7190457","DOIUrl":null,"url":null,"abstract":"This paper describes an approach of data preparation for a data mining algorithms application. The approach integrates ETL tools for distributed heterogeneous data extraction and transformation and the DXelopes library for a data mining algorithms application. The paper also describes the implementation of this approach.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SCM.2015.7190457","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
This paper describes an approach of data preparation for a data mining algorithms application. The approach integrates ETL tools for distributed heterogeneous data extraction and transformation and the DXelopes library for a data mining algorithms application. The paper also describes the implementation of this approach.