A dimensionality reduction technique for efficient time series similarity analysis

Qiang Wang; Vasileios Megalooikonomou

doi:10.1016/j.is.2007.07.002

A dimensionality reduction technique for efficient time series similarity analysis

Information Systems ◽

10.1016/j.is.2007.07.002 ◽

2008 ◽

Vol 33 (1) ◽

pp. 115-132 ◽

Cited By ~ 43

Author(s):

Qiang Wang ◽

Vasileios Megalooikonomou

Keyword(s):

Time Series ◽

Dimensionality Reduction ◽

Reduction Technique ◽

Similarity Analysis ◽

Dimensionality Reduction Technique

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A dimensionality reduction technique for efficient similarity analysis of time series databases

Proceedings of the Thirteenth ACM conference on Information and knowledge management - CIKM '04 ◽

10.1145/1031171.1031203 ◽

2004 ◽

Cited By ~ 18

Author(s):

Vasileios Megalooikonomou ◽

Guo Li ◽

Qiang Wang

Keyword(s):

Time Series ◽

Dimensionality Reduction ◽

Reduction Technique ◽

Similarity Analysis ◽

Dimensionality Reduction Technique ◽

Analysis Of Time Series

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A Simple Dimensionality Reduction Technique for Fast Similarity Search in Large Time Series Databases

Knowledge Discovery and Data Mining. Current Issues and New Applications - Lecture Notes in Computer Science ◽

10.1007/3-540-45571-x_14 ◽

2000 ◽

pp. 122-133 ◽

Cited By ~ 75

Author(s):

Eamonn J. Keogh ◽

Michael J. Pazzani

Keyword(s):

Time Series ◽

Dimensionality Reduction ◽

Similarity Search ◽

Large Time ◽

Reduction Technique ◽

Dimensionality Reduction Technique

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A Dimensionality Reduction Technique for Time Series Classification Using Additive Representation

Advances in Intelligent Systems and Computing - Third International Congress on Information and Communication Technology ◽

10.1007/978-981-13-1165-9_65 ◽

2018 ◽

pp. 717-724 ◽

Cited By ~ 1

Author(s):

Kukkong Sirisambhand ◽

Chotirat Ann Ratanamahatana

Keyword(s):

Time Series ◽

Dimensionality Reduction ◽

Reduction Technique ◽

Time Series Classification ◽

Additive Representation ◽

Dimensionality Reduction Technique

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Serial multimodal framework for enhancing user convenience using dimensionality reduction technique

2016 International Conference on Circuit, Power and Computing Technologies (ICCPCT) ◽

10.1109/iccpct.2016.7530162 ◽

2016 ◽

Cited By ~ 1

Author(s):

Sandra Prasad ◽

J. Aravinth

Keyword(s):

Dimensionality Reduction ◽

Reduction Technique ◽

Dimensionality Reduction Technique

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Integrated dimensionality reduction technique for mixed-type data involving categorical values

Applied Soft Computing ◽

10.1016/j.asoc.2016.02.015 ◽

2016 ◽

Vol 43 ◽

pp. 199-209 ◽

Cited By ~ 5

Author(s):

Chung-Chian Hsu ◽

Wei-Hao Huang

Keyword(s):

Dimensionality Reduction ◽

Mixed Type ◽

Reduction Technique ◽

Dimensionality Reduction Technique ◽

Type Data

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Suitability of Naïve Bayesian Methods for Paragraph Level Text Classification in the Kannada Language using Dimensionality Reduction Technique

International Journal of Artificial Intelligence & Applications ◽

10.5121/ijaia.2013.4509 ◽

2013 ◽

Vol 4 (5) ◽

pp. 121-131 ◽

Cited By ~ 1

Author(s):

Jayashree R ◽

Srikantamurthy K ◽

Basavaraj S Anami

Keyword(s):

Dimensionality Reduction ◽

Text Classification ◽

Bayesian Methods ◽

Reduction Technique ◽

Naive Bayesian ◽

Naïve Bayesian ◽

Dimensionality Reduction Technique ◽

Kannada Language

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Human activity recognition based on smartphone using fast feature dimensionality reduction technique

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-020-02351-x ◽

2020 ◽

Author(s):

B. A. Mohammed Hashim ◽

R. Amutha

Keyword(s):

Dimensionality Reduction ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Reduction Technique ◽

Dimensionality Reduction Technique ◽

Feature Dimensionality Reduction

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Dimensionality Reduction Technique to Solve E-Crime Motives

Trends in Mathematics - Advances in Algebra and Analysis ◽

10.1007/978-3-030-01120-8_6 ◽

2018 ◽

pp. 43-48

Author(s):

R. Aarthee ◽

D. Ezhilmaran

Keyword(s):

Dimensionality Reduction ◽

Reduction Technique ◽

Dimensionality Reduction Technique

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Supervised projection pursuit – A dimensionality reduction technique optimized for probabilistic classification

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2019.103867 ◽

2019 ◽

Vol 194 ◽

pp. 103867 ◽

Cited By ~ 1

Author(s):

Andrei Barcaru

Keyword(s):

Dimensionality Reduction ◽

Projection Pursuit ◽

Reduction Technique ◽

Probabilistic Classification ◽

Dimensionality Reduction Technique

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A New Dimensionality Reduction Technique Based on HMM for Boosting Document Classification

Advances in Intelligent Systems and Computing - 9th International Conference on Practical Applications of Computational Biology and Bioinformatics ◽

10.1007/978-3-319-19776-0_8 ◽

2015 ◽

pp. 69-77

Author(s):

A. Seara Vieira ◽

E. L. Iglesias ◽

L. Borrajo

Keyword(s):

Dimensionality Reduction ◽

Document Classification ◽

Reduction Technique ◽

Dimensionality Reduction Technique

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