Experimental Comparison of Representation Methods and Distance Measures
for Time Series Data

Experimental Comparison of Representation Methods and Distance Measures for Time Series Data

9 December 2010

Goce Trajcevski

Eamonn Keogh

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Papers citing "Experimental Comparison of Representation Methods and Distance Measures for Time Series Data"

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Title
Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data Karl Øyvind Mikalsen F. Bianchi C. Soguero-Ruíz Robert Jenssen AI4TS 61 96 0 03 Apr 2017
Similarity Preserving Representation Learning for Time Series Clustering Qi Lei Jinfeng Yi Roman Vaculin Lingfei Wu Inderjit S. Dhillon AI4TS 72 24 0 12 Feb 2017
A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy Nurjahan Begum Liudmila Ulanova Hoang Anh Dau Jun Wang Eamonn Keogh AI4TS 67 7 0 02 Dec 2016
Distributed and parallel time series feature extraction for industrial big data applications Maximilian Christ A. Kempa-Liehr M. Feindt AI4TS 150 273 0 25 Oct 2016
Uncovering Voice Misuse Using Symbolic Mismatch Marzyeh Ghassemi Z. Syed Daryush D. Mehta Jarrad H. Van Stan Robert E. Hillman John Guttag 15 4 0 08 Aug 2016
Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms Fateme Fahiman J. Bezdek S. Erfani C. Leckie M. Palaniswami AI4TS 10 6 0 03 Aug 2016
metricDTW: local distance metric learning in Dynamic Time Warping Jiaping Zhao Zerong Xi Laurent Itti AI4TS 36 48 0 11 Jun 2016
shapeDTW: shape Dynamic Time Warping Jiaping Zhao Laurent Itti 67 209 0 06 Jun 2016
Time Series Clustering via Community Detection in Networks L. N. Ferreira Liang Zhao AI4TS 37 144 0 19 Aug 2015
Generalized Gradient Learning on Time Series under Elastic Transformations Brijnesh J. Jain AI4TS 38 0 0 17 Feb 2015
An Empirical Evaluation of Similarity Measures for Time Series Classification Joan Serrà J. Arcos AI4TS 100 216 0 16 Jan 2014
Highly comparative feature-based time-series classification Ben D. Fulcher N. Jones AI4TS 68 316 0 15 Jan 2014
Invariant Factorization Of Time-Series Josif Grabocka Lars Schmidt-Thieme BDL AI4TS 33 8 0 23 Dec 2013
Highly comparative time-series analysis: The empirical structure of time series and their methods Ben D. Fulcher Max A. Little N. Jones AI4TS 111 343 0 03 Apr 2013