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1d-SAX : une nouvelle représentation symbolique pour les séries temporelles.

S. Malinowski, T. Guyet, R. Quiniou, and R. Tavenard. EGC, volume E-26 of Revue des Nouvelles Technologies de l'Information, page 203-208. Hermann-Éditions, (2014)

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Hon. -Prof. Dr. -Ing. Volker Simon University of Stuttgart

Univ. -Prof. Dr. -Ing. Sven Simon University of Stuttgart

Adina Lucia Simonovic University of Stuttgart

Kai Simon University of Stuttgart

Sara Simonovska University of Stuttgart

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From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers.J. Large, A. Bagnall, S. Malinowski, and R. Tavenard. CoRR, (2018)Event and Anomaly Detection Using Tucker3 Decomposition.H. Fanaee-T, M. Oliveira, J. Gama, S. Malinowski, and R. Morla. CoRR, (2014)Dense Bag-of-Temporal-SIFT-Words for Time Series Classification.A. Bailly, S. Malinowski, R. Tavenard, T. Guyet, and L. Chapel. CoRR, (2016)Towards the improvement of diagnostic metrics Fault diagnosis for DSL-Based IPTV networks using the Rényi entropy.A. Marnerides, S. Malinowski, R. Morla, M. Rodrigues, and H. Kim. GLOBECOM, page 2779-2784. IEEE, (2012)On time series classification with dictionary-based classifiers.J. Large, A. Bagnall, S. Malinowski, and R. Tavenard. Intell. Data Anal., 23 (5): 1073-1089 (2019)A Single Pass Trellis-Based Algorithm for Clustering Evolving Data Streams.S. Malinowski, and R. Morla. DaWaK, volume 7448 of Lecture Notes in Computer Science, page 315-326. Springer, (2012)Time Series Retrieval Using DTW-Preserving Shapelets.R. Sperandio, S. Malinowski, L. Amsaleg, and R. Tavenard. SISAP, volume 11223 of Lecture Notes in Computer Science, page 257-270. Springer, (2018)Shapelet-based remaining useful life estimation.S. Malinowski, B. Chebel-Morello, and N. Zerhouni. CASE, page 794-799. IEEE, (2014)1d-SAX : une nouvelle représentation symbolique pour les séries temporelles.S. Malinowski, T. Guyet, R. Quiniou, and R. Tavenard. EGC, volume E-26 of Revue des Nouvelles Technologies de l'Information, page 203-208. Hermann-Éditions, (2014)Distributed coding using punctured quasi-arithmetic codes for memory and memoryless sources.S. Malinowski, X. Artigas, C. Guillemot, and L. Torres. IEEE Trans. Signal Processing, 57 (10): 4154-4158 (2009)