iSAX: indexing and mining terabyte sized time series

Keywords

Computer science, Search engine indexing, Exploit, Data mining, Representation (politics)

References

• Three Myths about Dynamic Time Warping Data MiningChotirat Ann Ratanamahatana, Eamonn Keogh — 2005
• Adaptive query processing for time-series dataYun-Wu Huang, Philip S. Yu — 1999
• Indexing spatio-temporal trajectories with Chebyshev polynomialsYuhan Cai, Raymond T. Ng — 2004
• Compression of ECG signals by optimized quantization of discrete cosine transform coefficients.Leonardo Vidal Batista, Elmar U. K. Melcher, Luis Carlos Carvalho — 2001
• The TS-tree: efficient time series search and retrievalIra Assent, Ralph Krieger, Farzad Afschari — 2008
• Fast time series classification using numerosity reductionXiaopeng Xi, Eamonn Keogh, Christian R. Shelton — 2006
• Dimensionality Reduction for Fast Similarity Search in Large Time Series DatabasesEamonn Keogh, Kaushik Chakrabarti, Michael J. Pazzani — 2001
• Atlas of States of Sleep and Wakefulness in Infants and ChildrenSabine Scholle, T. Schä — 1999
• A wavelet transform-based ECG compression method guaranteeing desired signal qualityJinyan Chen, Sachihiko Itoh — 1998
• A multiresolution symbolic representation of time seriesV. Megalooikonomou, Q. Wang, Guodong Li — 2005
• Fast subsequence matching in time-series databasesChristos Faloutsos, M. Ranganathan, Yannis Manolopoulos — 1994
• Experiencing SAX: a novel symbolic representation of time seriesJessica Lin, Eamonn Keogh, Wei Li — 2007
• Discovery of climate indices using clusteringMichael Steinbach, Pang‐Ning Tan, Vipin Kumar — 2003
• Using Signature Files for Querying Time-Series DataHenrik André-Jönsson, D. Badal — 1997

Cited by

• Time series data mining for the Gaia variability analysisMohammadreza Babaee, Stefanos Tsoukalas, Simon Schenk — 2014
• Knowledge Extraction in Video Through the Interaction Analysis of Activities Knowledge Extraction in Video Through the Interaction Analysis of ActivitiesOmar U. Florez — 2013
• Probabilistic Process Monitoring in Process-Aware Information SystemsYihuang Kang — 2014
• Indexation de séquences de descripteursRomain Tavenard — 2011
• Multiresolution Motif Discovery in Time SeriesN. F. Castro, Paulo J. Azevedo — 2010
• Fast Algorithms for Mining Co-evolving Time SeriesLi, Lei — 2011
• Relational Implementation of Multi-dimensional Indexes for Time SeriesTomasz Nykiel, Parke Godfrey — 2010
• Modeling and Querying Data Series and Data Streams with UncertaintyMichele Dallachiesa — 2014
• A Symbolic Representation for Trajectory DataHuy Thach Nguyen, Einoshin Suzuki — 2010
• Intelligent Data Engineering and Automated Learning – IDEAL 2020: 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part IIAnalide, Cesar, Novais, Paulo, Camacho, David — 2020
• Multiobjective time series matching and classificationPhilippe Esling — 2012
• Time series representation and similarity based on local autopatternsMustafa Gökçe Baydoğan, George C. Runger — 2016
• Similarity Search in High-dimensional Spaces with Applications to Time Series Data Mining and Information RetrievalMuhammad Marwan Muhammad Fuad — 2011
• Using dynamic time warping distances as features for improved time series classificationRohit J. Kate — 2016
• Knowledge Discovery from Time SeriesTim Schlüter — 2012
• Automatically estimating iSAX parametersN. F. Castro, Paulo J. Azevedo — 2015
• New Approaches for Data-mining and Classification of Mental Disorder in Brain Imaging DataMustafa Çetın — 2015
• Improved particle swarm optimization for fuzzy based stock market turning points predictionChawalsak Phetchanchai — 2013
• Formalism for a multiresolution time series database modelAleix Llusà Serra, Sebastià Vila Marta, Teresa Escobet Canal — 2016
• Similarity processing in multi-observation dataThomas Bernecker — 2012

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