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

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Taking Time (Really) Seriously. Improving Forecasts With Time-Series Clustering

SSRN Electronic Journal ◽

10.2139/ssrn.3531255 ◽

2019 ◽

Author(s):

Thomas Chadefaux

Keyword(s):

Time Series ◽

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 ◽

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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Efficient Approach for Atmospheric Phase Screen Mitigation in Time Series of Terrestrial Radar Interferometry Data Applied to Measure Glacier Velocity

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2021.3099873 ◽

2021 ◽

pp. 1-1

Author(s):

Yuta Izumi ◽

Othmar Frey ◽

Simoe Baffelli ◽

Irena Hajnsek ◽

Motoyuki Sato

Keyword(s):

Time Series ◽

Radar Interferometry ◽

Phase Screen ◽

Efficient Approach ◽

Glacier Velocity

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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

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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

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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 ◽

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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 ◽

Vol 1943 (1) ◽

pp. 012129

Author(s):

Afrimayani ◽

D Devianto

Keyword(s):

Time Series ◽

Performance Analysis ◽

Financial Performance ◽

Stock Price ◽

Time Series Clustering

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Model-based fuzzy time series clustering of conditional higher moments

International Journal of Approximate Reasoning ◽

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 ◽

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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 ◽

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