参考文献
[1]黄书剑.时序数据上的数据挖掘[J].软件学报,2004,15(1):1-7.
[2]钟清流,蔡自兴.基于统计特征的时序数据符号化算法[J].计算机学报,2008,31(10):1857-1864.
[3]杨一鸣,潘嵘,潘嘉林,等.时间序列分类问题的算法比较[J].计算机学报,2007,30(8):1259-1266.
[4]Zakaria J,Mueen A,Keogh E.Clustering Time Series Using Unsupervised-Shapelets[C]//Proceedings of the 12th IEEE International Conference on Data Mining.Washington D.C.,USA:IEEE Computer Society,2012:785-794.
[5]Shajina T,Sivakumar P B.Human Gait Recognition and Classification Using Time Series Shapelets[C]//Proceedings of 2012 International Conference on Advances in Computing and Communications.Washington D.C.,USA:IEEE Press,2012:31-34.
[6]Hartmann B,Link N.Gesture Recognition with Inertial Sensors and Optimized DTW Prototypes[C]//Pro-ceedings of 2010 IEEE International Conference on Systems Man and Cybernetics.Washington D.C.,USA:IEEE Press,2010:2102-2109.
[7]Xing Zhengzheng,Pei Jian,Yu P S,et al.Extracting Interpretable Features for Early Classification on Time Series[C]//Proceedings of the 11th SIAM International Conference on Data Mining.Philadelphia,USA:SIAM,2011:247-258.
[8]Xing Zhengzheng,Pei Jian,Yu P S.Early Classification on Time Series[J].Knowledge and Information Systems,2012,31(1):105-127.
[9]Ye Lexiang,Keogh E.Time Series Shapelets:A New Primitive for Data Mining[C]//Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.New York,USA:ACM Press,2009:947-956.
[10]Lines J,Davis L M,Hills J,et al.A Shapelet Transform for Time Series Classification[C]//Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.New York,USA:ACM Press,2012:289-297.
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(上接第200页)
[11]Mueen A,Keogh E,Young N.Logical-shapelets:An Expressive Primitive for Time Series Classifica-tion[C]//Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.New York,USA:ACM
Press,2011:1154-1162.
[12]Hills J,Lines J,Baranauskas E,et al.Classification of Time Series by Shapelet Transformation[J].Data Mining and Knowledge Discovery,2014,28(4):851-881.
[13]Lines J,Bagnall A.Alternative Quality Measures for Time Series Shapelets[M]//Yin Hujun,Costa J A F,Barreto G.Intelligent Data Engineering and Automated Learning-IDEAL 2012.Berlin,Germany:Springer-Verlag,2012:475-483.
[14]Mueen A,Keogh E,Young N.Logical-shapelets:An Expressive Primitive for Time Series Classification[C]//Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.New York,USA:ACM
Press,2011:1154-1162.
[15]Rakthanmanon T,Keogh E.Fast Shapelets:A Scalable Algorithm for Discovering Time Series Shapelets[C]//Proceedings of the 13th SIAM International Conference on Data Mining.Philadelphia,USA:SIAM,2013:668-676.
[16]Chang K W,Deka B,Hwu W M W,et al.Efficient Pattern-Based Time Series Classification on GPU[C]//Proceedings of 2012 IEEE International Conference on Data Mining.Washington D.C.,USA:IEEE Press,2012:131-140.
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