Autoregressive matrix factorization for imputation and forecasting of spatiotemporal structural monitoring time series

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2021.108718 ◽

2022 ◽

Vol 169 ◽

pp. 108718

Author(s):

Peijie Zhang ◽

Pu Ren ◽

Yang Liu ◽

Hao Sun

Keyword(s):

Time Series ◽

Matrix Factorization ◽

Structural Monitoring ◽

Monitoring Time

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Convex Hull Convolutive Non-Negative Matrix Factorization for Uncovering Temporal Patterns in Multivariate Time-Series Data

10.21437/interspeech.2016-571 ◽

2016 ◽

Cited By ~ 5

Author(s):

Colin Vaz ◽

Asterios Toutios ◽

Shrikanth S. Narayanan

Keyword(s):

Time Series ◽

Convex Hull ◽

Matrix Factorization ◽

Time Series Data ◽

Multivariate Time Series ◽

Temporal Patterns ◽

Series Data ◽

Non Negative Matrix Factorization

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Continuous Glucose Monitoring Time Series and Hypo/Hyperglycemia Prevention: Requirements, Methods, Open Problems

Current Diabetes Reviews ◽

10.2174/157339908785294361 ◽

2008 ◽

Vol 4 (3) ◽

pp. 181-192 ◽

Cited By ~ 30

Author(s):

Giovanni Sparacino ◽

Andrea Facchinetti ◽

Alberto Maran ◽

Claudio Cobelli

Keyword(s):

Time Series ◽

Continuous Glucose Monitoring ◽

Glucose Monitoring ◽

Open Problems ◽

Monitoring Time

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Correction to “A Non-Negative Matrix Factorization Based Framework for the Analysis of Multi-Class Time-Series Single-Cell RNA-Seq Data”

IEEE Access ◽

10.1109/access.2021.3052111 ◽

2021 ◽

Vol 9 ◽

pp. 16567-16567

Author(s):

Inuk Jung ◽

Joungmin Choi ◽

Heejoon Chae

Keyword(s):

Time Series ◽

Single Cell ◽

Matrix Factorization ◽

Rna Seq ◽

Class Time ◽

Non Negative Matrix Factorization

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Supervised subgraph augmented non-negative matrix factorization for interpretable manufacturing time series data analytics

IISE Transactions ◽

10.1080/24725854.2019.1581389 ◽

2019 ◽

Vol 52 (1) ◽

pp. 120-131

Author(s):

Hongyue Sun ◽

Ran Jin ◽

Yuan Luo

Keyword(s):

Time Series ◽

Matrix Factorization ◽

Data Analytics ◽

Time Series Data ◽

Series Data ◽

Manufacturing Time ◽

Non Negative Matrix Factorization

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Matrix factorization for multivariate time series analysis

Electronic Journal of Statistics ◽

10.1214/19-ejs1630 ◽

2019 ◽

Vol 13 (2) ◽

pp. 4346-4366 ◽

Cited By ~ 1

Author(s):

Pierre Alquier ◽

Nicolas Marie

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Matrix Factorization ◽

Multivariate Time Series ◽

Series Analysis ◽

Multivariate Time Series Analysis

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Non Negative Matrix Factorization for Time Series of Medical Images Analysis

2009 International Conference on Complex, Intelligent and Software Intensive Systems ◽

10.1109/cisis.2009.193 ◽

2009 ◽

Author(s):

Cosmin Lazar ◽

Daniel Nuzillard ◽

Andrei Doncescu

Keyword(s):

Time Series ◽

Matrix Factorization ◽

Medical Images ◽

Non Negative Matrix Factorization

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Flexible Neo-fuzzy Neuron and Neuro-fuzzy Network for Monitoring Time Series Properties

Information Technology and Management Science ◽

10.2478/itms-2013-0007 ◽

2013 ◽

Vol 16 (1) ◽

Cited By ~ 7

Author(s):

Yevgeniy Bodyanskiy ◽

Iryna Pliss ◽

Olena Vynokurova

Keyword(s):

Time Series ◽

Monitoring Time ◽

Neuro Fuzzy ◽

Fuzzy Network

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Pattern Detection in Intensive Care Monitoring Time Series with Autoregressive Models: Influence of the Model Order

Biometrical Journal ◽

10.1002/1521-4036(200209)44:6<746::aid-bimj746>3.0.co;2-2 ◽

2002 ◽

Vol 44 (6) ◽

pp. 746-761 ◽

Cited By ~ 11

Author(s):

M. Imhoff ◽

M. Bauer ◽

U. Gather ◽

R. Fried

Keyword(s):

Time Series ◽

Intensive Care ◽

Pattern Detection ◽

Autoregressive Models ◽

Intensive Care Monitoring ◽

Model Order ◽

Monitoring Time

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TSMF: Network Latency Estimation using Matrix Factorization and Time Series Forecasting

2021 IFIP Networking Conference (IFIP Networking) ◽

10.23919/ifipnetworking52078.2021.9472796 ◽

2021 ◽

Author(s):

Fotis Savva ◽

Christos Anagnostopoulos ◽

Dimitrios Pezaros

Keyword(s):

Time Series ◽

Matrix Factorization ◽

Time Series Forecasting ◽

Network Latency

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Research on the method of detecting and eliminating gross errors in Beidou monitoring time series

10.1117/12.2620302 ◽

2021 ◽

Author(s):

Qing An ◽

Lang Rao ◽

Shusen Wu

Keyword(s):

Time Series ◽

Monitoring Time

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