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An Invariance-guided Stability Criterion for Time Series Clustering Validation
2020 25th International Conference on Pattern Recognition (ICPR)
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10.1109/icpr48806.2021.9412020
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2021
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Author(s):
Florent Forest
◽
Alex Mourer
◽
Mustapha Lebbah
◽
Hanane Azzag
◽
Jerome Lacaille
Keyword(s):
Time Series
◽
Stability Criterion
◽
Time Series Clustering
◽
Clustering Validation
Download Full-text
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Taking Time (Really) Seriously. Improving Forecasts With Time-Series Clustering
SSRN Electronic Journal
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10.2139/ssrn.3531255
◽
2019
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Author(s):
Thomas Chadefaux
Keyword(s):
Time Series
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Time Series Clustering
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DATA VISUALIZATION IN THE PROBLEM OF THE TIME SERIES CLUSTERING
Modern Technologies in Science and Education MTSE-2020, Vol.4
◽
10.21667/978-5-6044782-2-6-21-30
◽
2020
◽
Author(s):
L.A. Demidova
◽
◽
M.A. Stepanov
◽
Keyword(s):
Time Series
◽
Data Visualization
◽
Time Series Clustering
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Multivariate time-series clustering based on component relationship networks
Expert Systems with Applications
◽
10.1016/j.eswa.2021.114649
◽
2021
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Vol 173
◽
pp. 114649
Author(s):
Hailin Li
◽
Tian Du
Keyword(s):
Time Series
◽
Multivariate Time Series
◽
Time Series Clustering
◽
Relationship Networks
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A Generative Time Series Clustering Framework Based on an Ensemble Mixture of HMMs
2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI)
◽
10.1109/ictai50040.2020.00126
◽
2020
◽
Author(s):
Mohamad Kanaan
◽
Khalid Benabdeslem
◽
Hamamache Kheddouci
Keyword(s):
Time Series
◽
Time Series Clustering
Download Full-text
Time-Series Clustering Methodology for Estimating Atmospheric Phase Screen in Ground-Based InSAR Data
IEEE Transactions on Geoscience and Remote Sensing
◽
10.1109/tgrs.2021.3072037
◽
2021
◽
pp. 1-9
Author(s):
Yuta Izumi
◽
Giovanni Nico
◽
Motoyuki Sato
Keyword(s):
Time Series
◽
Phase Screen
◽
Time Series Clustering
Download Full-text
Multivariate time series clustering based on complex network
Pattern Recognition
◽
10.1016/j.patcog.2021.107919
◽
2021
◽
pp. 107919
Author(s):
Hailin Li
◽
Zechen Liu
Keyword(s):
Time Series
◽
Complex Network
◽
Multivariate Time Series
◽
Time Series Clustering
Download Full-text
Robust mean-variance portfolio selection with time series clustering
10.1063/5.0042172
◽
2021
◽
Author(s):
La Gubu
◽
Dedi Rosadi
◽
Abdurakhman
Keyword(s):
Time Series
◽
Portfolio Selection
◽
Time Series Clustering
◽
Mean Variance Portfolio
◽
Mean Variance
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The time series clustering of stock price in LQ45 index and its financial performance analysis
Journal of Physics Conference Series
◽
10.1088/1742-6596/1943/1/012129
◽
2021
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Vol 1943
(1)
◽
pp. 012129
Author(s):
Afrimayani
◽
D Devianto
Keyword(s):
Time Series
◽
Performance Analysis
◽
Financial Performance
◽
Stock Price
◽
Time Series Clustering
Download Full-text
Model-based fuzzy time series clustering of conditional higher moments
International Journal of Approximate Reasoning
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10.1016/j.ijar.2021.03.011
◽
2021
◽
Author(s):
Roy Cerqueti
◽
Massimiliano Giacalone
◽
Raffaele Mattera
Keyword(s):
Time Series
◽
Fuzzy Time Series
◽
Higher Moments
◽
Time Series Clustering
◽
Model Based
Download Full-text
Feature Extraction from Equipment Sensor Signals with Time Series Clustering and Its Application to Defect Prediction
2020 International Symposium on Semiconductor Manufacturing (ISSM)
◽
10.1109/issm51728.2020.9377525
◽
2020
◽
Author(s):
Daisuke Hamaguchi
◽
Tomonari Masada
◽
Takumi Eguchi
Keyword(s):
Time Series
◽
Feature Extraction
◽
Defect Prediction
◽
Time Series Clustering
◽
Sensor Signals
Download Full-text
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