/ SAX符号化序列范例源码
SAX符号化序列范例源码
SAX符号化序列范例源码
SAX符号化序列范例源码--------------------timeseries2symbol.m:--------------------Thisfunctiontakesinatimeseriesandconvertittostring(s).Therearetwooptions:1.ConverttheentiretimeseriestoONEstring2.Useslidingwindows,extractthesubsequencesandconvertthesesubsequencestostringsForthefirstoption,simplyenterthelengthofthetimeseriesas"N"ex.Wehaveatimeseriesoflength32andwewanttoconvertittoa8-symbolstring,withalphabetsize3:timeseries2symbol(data,32,8,3)Forthesecondoption,enterthedesiredslidingwindowlengthas"N"ex.Wehaveatimeseriesoflength32andwewanttoextractsubsequencesoflength16usingslidingwindows,andconvertthesubsequencesto8-symbolstrings,withalphabetsize3:timeseries2symbol(data,16,8,3)Input:dataistherawtimeseries.Nisthelengthofslidingwindow(usethelengthoftherawtimeseriesinsteadifyoudon'twanttohaveslidingwindows)nisthenumberofsymbolsinthelowdimensionalapproximationofthesubsequence.alphabet_sizeisthenumberofdiscretesymbols.2＜=alphabet_size＜=10,althoughalphabet_size=2isa special"useless"case.Output:symbolic_data:matrixofsymbolicdata(no-repetition).Ifconsecutivesubsequenceshavethesamestring,thenonlythefirstoccurrenceisrecorded,withapointertoitslocationstoredin"pointers"pointers:locationofthefirstoccurrencesofthestringsN/nmustbeaninteger,otherwisetheprogramwillgiveawarning,andabort.Thevariable"win_size"isassignedtoN/n,thisisthenumberofdatapointsontherawtimeseriesthatwillbemappedtoasinglesymbol,andcanbeimaginedasthe"compressionrate".Thesymbolicdataisreturnedin"symbolic_data",withpointerstoth 本软件ID:5693869
SAX符号化序列范例源码--------------------timeseries2symbol.m:--------------------Thisfunctiontakesinatimeseriesandconvertittostring(s).Therearetwooptions:1.ConverttheentiretimeseriestoONEstring2.Useslidingwindows,extractthesubsequencesandconvertthesesubsequencestostringsForthefirstoption,simplyenterthelengthofthetimeseriesas"N"ex.Wehaveatimeseriesoflength32andwewanttoconvertittoa8-symbolstring,withalphabetsize3:timeseries2symbol(data,32,8,3)Forthesecondoption,enterthedesiredslidingwindowlengthas"N"ex.Wehaveatimeseriesoflength32andwewanttoextractsubsequencesoflength16usingslidingwindows,andconvertthesubsequencesto8-symbolstrings,withalphabetsize3:timeseries2symbol(data,16,8,3)Input:dataistherawtimeseries.Nisthelengthofslidingwindow(usethelengthoftherawtimeseriesinsteadifyoudon'twanttohaveslidingwindows)nisthenumberofsymbolsinthelowdimensionalapproximationofthesubsequence.alphabet_sizeisthenumberofdiscretesymbols.2＜=alphabet_size＜=10,althoughalphabet_size=2isa special"useless"case.Output:symbolic_data:matrixofsymbolicdata(no-repetition).Ifconsecutivesubsequenceshavethesamestring,thenonlythefirstoccurrenceisrecorded,withapointertoitslocationstoredin"pointers"pointers:locationofthefirstoccurrencesofthestringsN/nmustbeaninteger,otherwisetheprogramwillgiveawarning,andabort.Thevariable"win_size"isassignedtoN/n,thisisthenumberofdatapointsontherawtimeseriesthatwillbemappedtoasinglesymbol,andcanbeimaginedasthe"compressionrate".Thesymbolicdataisreturnedin"symbolic_data",withpointerstoth 本软件ID:5693869
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评论信息
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oBaoZuo123456:不错的资源哦，SAX算法可以运行，正在学习中。2015-10-03 -
月夜漫步:.m格式要用Matlab才能打开，看着应该能用！2015-05-07
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wuqin0606:很不错的资源哦，SAX算法可以运行，正在学习中。2014-12-29
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本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，8686821#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明