Concepedia

Similarity Measure For Heterogeneous Multivariate Time-Series

Florence Duchêne, Catherine Garbay, Vincent Rialle

Zenodo (CERN European Organization for Nuclear Research) · 2004 · 12 citations · 6 references

Open access

Concepts

ComputingData ScienceData MiningSequence AnalysisTime Series AnalysisDimensionality ReductionSequence Pattern RecognitionTime Series AnalyticsTrajectory AnalysisLongest Common SubsequenceLongest Common SubstringMultivariate Time Series ModelingTime Series Pattern RecognitionTrajectory Similarity Measurement

Abstract

Publication in the conference proceedings of EUSIPCO, Viena, Austria, 2004

References

6

Discovering similar multidimensional trajectories

Michail Vlachos, George Kollios, Dimitrios Gunopulos · 2003 · 1.5K citations

Computing, Computer Science, Data Mining +14

Scaling up dynamic time warping for datamining applications

Eamonn Keogh, Michael J. Pazzani · 2000 · 822 citations · Full text

Computing, Computer Science, Data Mining +7

Algorithms for the Longest Common Subsequence Problem

Daniel S. Hirschberg · Journal of the ACM · 1977 · 754 citations · Full text

Computing, Computer Science, Electrical Engineering +9

A fast algorithm for computing longest common subsequences

James Hunt, Thomas G. Szymanski · Communications of the ACM · 1977 · 692 citations · Full text

Computing, Bioinformatics, Computer Science +13

Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases

Rakesh Agrawal, King-Ip Lin, Harpreet Sawhney et al. · 1995 · 658 citations

Computing, Computer Science, Data Mining +12