Time-Series Data Clustering

Data Clustering ◽

10.1201/9781315373515-15 ◽

2018 ◽

pp. 357-380 ◽

Author(s):

Dimitrios Kotsakos ◽

Goce Trajcevski ◽

Dimitrios Gunopulos ◽

Charu C. Aggarwal

Keyword(s):

Time Series ◽

Data Clustering ◽

Time Series Data ◽

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A PSO based time series data clustering using modified S-transform for data mining

International Journal of Data Mining Modelling and Management ◽

10.1504/ijdmmm.2011.041810 ◽

2011 ◽

Vol 3 (3) ◽

pp. 277

Author(s):

Ranjeeta Bisoi ◽

P.K. Dash

Keyword(s):

Data Mining ◽

Time Series ◽

Data Clustering ◽

Time Series Data ◽

Series Data ◽

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A novel model for Time-Series Data Clustering Based on piecewise SVD and BIRCH for Stock Data Analysis on Hadoop Platform

Advances in Science Technology and Engineering Systems Journal ◽

10.25046/aj0203106 ◽

2017 ◽

Vol 2 (3) ◽

pp. 855-864

Author(s):

Ibgtc Bowala ◽

Mgnas Fernando

Keyword(s):

Time Series ◽

Data Analysis ◽

Data Clustering ◽

Time Series Data ◽

Series Data ◽

Hadoop Platform ◽

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Alternate Data Clustering for Fast Pattern Matching in Stream Time Series Data

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Advances in Communication, Network, and Computing ◽

10.1007/978-3-642-35615-5_22 ◽

2012 ◽

pp. 153-158 ◽

Author(s):

Vishwanath R.H. ◽

Thanagamani M. ◽

Venugopal K.R. ◽

Iyengar S.S. ◽

L. M. Patnaik

Keyword(s):

Time Series ◽

Pattern Matching ◽

Data Clustering ◽

Time Series Data ◽

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Time-series Data Clustering Based on the Correlation of Periodogram

The Korean Data Analysis Society ◽

10.37727/jkdas.2020.22.5.1751 ◽

2020 ◽

Vol 22 (5) ◽

pp. 1751-1766

Author(s):

Suhyun Kwon ◽

Man Sik Park

Keyword(s):

Time Series ◽

Data Clustering ◽

Time Series Data ◽

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SDR: A Novel Similarity Measure Using Curve Fitting Method for Time Series Data Clustering

2019 9th International Conference on Information Science and Technology (ICIST) ◽

10.1109/icist.2019.8836762 ◽

2019 ◽

Author(s):

Huahui Yang ◽

Chen Meng ◽

Cheng Wang ◽

Yunzhi Yao

Keyword(s):

Time Series ◽

Similarity Measure ◽

Curve Fitting ◽

Data Clustering ◽

Time Series Data ◽

Series Data ◽

Fitting Method ◽

Curve Fitting Method

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Microarray Time-Series Data Clustering Using Rough-Fuzzy C-Means Algorithm

2011 IEEE International Conference on Bioinformatics and Biomedicine ◽

10.1109/bibm.2011.14 ◽

2011 ◽

Author(s):

Pradipta Maji ◽

Sushmita Paul

Keyword(s):

Time Series ◽

Data Clustering ◽

Time Series Data ◽

Series Data ◽

Fuzzy C Means ◽

Fuzzy C Means Algorithm

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Implementation of time series data clustering based on SVD for stock data analysis on hadoop platform

2014 9th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2014.6931498 ◽

2014 ◽

Author(s):

Yonghong Xie ◽

Aziguli Wulamu ◽

Yantao Wang ◽

Zheng Liu

Keyword(s):

Time Series ◽

Data Analysis ◽

Data Clustering ◽

Time Series Data ◽

Series Data ◽

Hadoop Platform

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Microarray Time-Series Data Clustering via Multiple Alignment of Gene Expression Profiles

Pattern Recognition in Bioinformatics - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04031-3_33 ◽

2009 ◽

pp. 377-390 ◽

Author(s):

Numanul Subhani ◽

Alioune Ngom ◽

Luis Rueda ◽

Conrad Burden

Keyword(s):

Gene Expression ◽

Time Series ◽

Data Clustering ◽

Time Series Data ◽

Expression Profiles ◽

Gene Expression Profiles ◽

Multiple Alignment ◽

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Multiple gene expression profile alignment for microarray time-series data clustering

Bioinformatics ◽

10.1093/bioinformatics/btq422 ◽

2010 ◽

Vol 26 (18) ◽

pp. 2281-2288 ◽

Author(s):

Numanul Subhani ◽

Luis Rueda ◽

Alioune Ngom ◽

Conrad J. Burden

Keyword(s):

Gene Expression ◽

Time Series ◽

Gene Expression Profile ◽

Expression Profile ◽

Data Clustering ◽

Time Series Data ◽

Series Data ◽

Multiple Gene ◽

Profile Alignment

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Gene time series data clustering based on continuous representations and an energy based similarity measure

2010 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2010.5580501 ◽

2010 ◽

Author(s):

Wei-Feng Zhang ◽

Chao-Chun Liu ◽

Hong Yan

Keyword(s):

Time Series ◽

Similarity Measure ◽

Data Clustering ◽

Time Series Data ◽

Series Data ◽

Continuous Representations

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