{"title":"分类与预测软件系统(CLAPSS)数据预处理程序的选择","authors":"K. Pancerz, Piotr Grochowalski, Wieslaw Paja","doi":"10.1109/DT.2016.7557177","DOIUrl":null,"url":null,"abstract":"In the paper, we give a review of selected data preprocessing procedures implemented in the current version of the Classification and Prediction Software System (CLAPSS). CLAPSS can be used to solve a variety of data mining tasks. A special attention is put on methods based on rough set theory.","PeriodicalId":281446,"journal":{"name":"2016 International Conference on Information and Digital Technologies (IDT)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"On selected data preprocessing procedures with the Classification and Prediction Software System (CLAPSS)\",\"authors\":\"K. Pancerz, Piotr Grochowalski, Wieslaw Paja\",\"doi\":\"10.1109/DT.2016.7557177\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the paper, we give a review of selected data preprocessing procedures implemented in the current version of the Classification and Prediction Software System (CLAPSS). CLAPSS can be used to solve a variety of data mining tasks. A special attention is put on methods based on rough set theory.\",\"PeriodicalId\":281446,\"journal\":{\"name\":\"2016 International Conference on Information and Digital Technologies (IDT)\",\"volume\":\"89 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-07-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 International Conference on Information and Digital Technologies (IDT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DT.2016.7557177\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Conference on Information and Digital Technologies (IDT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DT.2016.7557177","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
On selected data preprocessing procedures with the Classification and Prediction Software System (CLAPSS)
In the paper, we give a review of selected data preprocessing procedures implemented in the current version of the Classification and Prediction Software System (CLAPSS). CLAPSS can be used to solve a variety of data mining tasks. A special attention is put on methods based on rough set theory.
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