A global averaging method for dynamic time warping, with applications to clustering
- Author
- PETITJEAN, François1 2 3 ; KETTERLIN, Alain1 2 ; GANCARSKI, Pierre1 2
[1] University of Strasbourg, 7 rue René Descartes, 67084 Strasbourg, France
[2] LSIIT-UMR 7005, Pôle API, Bd Sébastien Brant, BP 10413, 67412 Illkirch, France
[3] Centre National d'Études Spatiales, 18 avenue Edouard Belin, 31401 Toulouse, France - Source
Pattern recognition. 2011, Vol 44, Num 3, pp 678-693, 16 p ; ref : 32 ref
- CODEN
- PTNRA8
- ISSN
- 0031-3203
- Scientific domain
- Computer science; Telecommunications
- Publisher
- Elsevier, Kidlington
- Publication country
- United Kingdom
- Document type
- Article
- Language
- English
- Author keyword
- DTW barycenter averaging Distance-based clustering Dynamic time warping Global averaging Satellite image time series Sequence analysis Time series averaging Time series clustering
- Keyword (fr)
- Algorithme k moyenne Analyse séquence Classification automatique Classification signal Disponibilité Evaluation performance Fouille donnée Méthode itérative Méthode moyenne Observation par satellite Signal audio Similitude Simulation Time Warp Série temporelle Temps d'appel Signal acoustique Traitement donnée
- Keyword (en)
- K means algorithm Sequence analysis Automatic classification Signal classification Availability Performance evaluation Data mining Iterative method Averaging method Satellite observation Audio signal Similarity Time warp simulation Time series Call time Acoustic signal Data processing
- Keyword (es)
- Algoritmo k media Clasificación automática Disponibilidad Evaluación prestación Busca dato Método iterativo Método medio Observación por satélite Señal audio Similitud Serie temporal Tiempo de llamada Señal acústica Tratamiento datos
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A03 Information theory
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A1 Signal representation. Spectral analysis
- Discipline
- Telecommunications and information theory
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 23829927
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.patcog.2010.09.013 
https://dx.doi.org/10.1016/j.patcog.2010.09.013
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