{"title":"FFCBS:时间序列的简单相似性度量","authors":"Ye Jia-Cheng, Tang Yin, Peng Hong, Zheng Qi-lun","doi":"10.1109/ICIMA.2004.1384226","DOIUrl":null,"url":null,"abstract":"This paper introduces a new idea FFCBS, on time series distance measurement, which cares the cost that transforms one series to another one. The operation cost of amplitude scaling, y-axis shifting, are introduced into our FFCBS, to give a simple distance definition. Furthermore, c fast simple time warping method is proposed to deal with the dyerent time series of different lengths, to make FFCBS more applicable. With these set-up models. a time series extrapolation solution is given, followed by discussion of several issues. Experimental result shows that our approach is rather fast and more reasonable.","PeriodicalId":375056,"journal":{"name":"2004 International Conference on Intelligent Mechatronics and Automation, 2004. Proceedings.","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"FFCBS: a simple similarity measurement for time series\",\"authors\":\"Ye Jia-Cheng, Tang Yin, Peng Hong, Zheng Qi-lun\",\"doi\":\"10.1109/ICIMA.2004.1384226\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper introduces a new idea FFCBS, on time series distance measurement, which cares the cost that transforms one series to another one. The operation cost of amplitude scaling, y-axis shifting, are introduced into our FFCBS, to give a simple distance definition. Furthermore, c fast simple time warping method is proposed to deal with the dyerent time series of different lengths, to make FFCBS more applicable. With these set-up models. a time series extrapolation solution is given, followed by discussion of several issues. Experimental result shows that our approach is rather fast and more reasonable.\",\"PeriodicalId\":375056,\"journal\":{\"name\":\"2004 International Conference on Intelligent Mechatronics and Automation, 2004. Proceedings.\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-08-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2004 International Conference on Intelligent Mechatronics and Automation, 2004. Proceedings.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIMA.2004.1384226\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2004 International Conference on Intelligent Mechatronics and Automation, 2004. Proceedings.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIMA.2004.1384226","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
FFCBS: a simple similarity measurement for time series
This paper introduces a new idea FFCBS, on time series distance measurement, which cares the cost that transforms one series to another one. The operation cost of amplitude scaling, y-axis shifting, are introduced into our FFCBS, to give a simple distance definition. Furthermore, c fast simple time warping method is proposed to deal with the dyerent time series of different lengths, to make FFCBS more applicable. With these set-up models. a time series extrapolation solution is given, followed by discussion of several issues. Experimental result shows that our approach is rather fast and more reasonable.