On One Method of Imputation Missing Values of a Streaming Time Series in Real Time

doi:10.14529/cmse210401

On One Method of Imputation Missing Values of a Streaming Time Series in Real Time

Bulletin of the South Ural State University Series Computational Mathematics and Software Engineering ◽

10.14529/cmse210401 ◽

2021 ◽

Vol 10 (4) ◽

Keyword(s):

Time Series ◽

Real Time ◽

Missing Values

Download Full-text

Model of multicomponent narrow-band periodical non-stationary random signal

Information extraction and processing ◽

10.15407/vidbir2020.48.017 ◽

2020 ◽

Vol 2020 (48) ◽

pp. 17-24

Author(s):

I.M. Javorskyj ◽

◽

R.M. Yuzefovych ◽

P.R. Kurapov ◽

◽

...

Keyword(s):

Time Series ◽

Real Time ◽

Hilbert Transform ◽

Spectral Properties ◽

Narrow Band ◽

Analytic Signal ◽

Random Signal ◽

Hilbert Transformation ◽

The Hilbert Transform

The correlation and spectral properties of a multicomponent narrowband periodical non-stationary random signal (PNRS) and its Hilbert transformation are considered. It is shown that multicomponent narrowband PNRS differ from the monocomponent signal. This difference is caused by correlation of the quadratures for the different carrier harmonics. Such features of the analytic signal must be taken into account when we use the Hilbert transform for the analysis of real time series.

Download Full-text

Faculty Opinions recommendation of Population time series: process variability, observation errors, missing values, lags, and hidden states.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.1022586.274674 ◽

2005 ◽

Author(s):

Mark Rees

Keyword(s):

Time Series ◽

Missing Values ◽

Process Variability ◽

Hidden States

Download Full-text

Missing Values in Vector Time Series

SSRN Electronic Journal ◽

10.2139/ssrn.2097465 ◽

2012 ◽

Author(s):

Heather Eunice Mitchell

Keyword(s):

Time Series ◽

Missing Values ◽

Vector Time Series

Download Full-text

ReRe: A Lightweight Real-Time Ready-to-Go Anomaly Detection Approach for Time Series

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) ◽

10.1109/compsac48688.2020.0-226 ◽

2020 ◽

Author(s):

Ming-Chang Lee ◽

Jia-Chun Lin ◽

Ernst Gunner Gan

Keyword(s):

Time Series ◽

Anomaly Detection ◽

Real Time ◽

Detection Approach

Download Full-text

Embedding-based real-time change point detection with application to activity segmentation in smart home time series data

Expert Systems with Applications ◽

10.1016/j.eswa.2021.115641 ◽

2021 ◽

pp. 115641

Author(s):

Unai Bermejo ◽

Aitor Almeida ◽

Aritz Bilbao ◽

Gorka Azkune

Keyword(s):

Time Series ◽

Real Time ◽

Change Point ◽

Smart Home ◽

Time Series Data ◽

Time Change ◽

Change Point Detection ◽

Series Data ◽

Point Detection

Download Full-text

Time-series properties of the power grid with real-time pricing load customers

2012 IEEE Power and Energy Society General Meeting ◽

10.1109/pesgm.2012.6344673 ◽

2012 ◽

Author(s):

Huan Zhao

Keyword(s):

Time Series ◽

Real Time ◽

Power Grid ◽

Real Time Pricing

Download Full-text

Time Series Prediction as a Problem of Missing Values: Application to ESTSP2007 and NN3 Competition Benchmarks

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371429 ◽

2007 ◽

Cited By ~ 3

Author(s):

Antti Sorjamaa ◽

Amaury Lendasse

Keyword(s):

Time Series ◽

Missing Values ◽

Time Series Prediction

Download Full-text

Real time prediction method of sensor output time series

2009 9th International Conference on Electronic Measurement & Instruments ◽

10.1109/icemi.2009.5274390 ◽

2009 ◽

Cited By ~ 2

Author(s):

Zhicheng Liu ◽

Xudong Pei ◽

Gang Huang

Keyword(s):

Time Series ◽

Real Time ◽

Prediction Method ◽

Sensor Output ◽

Time Prediction ◽

Output Time

Download Full-text

A unified methodology for the analysis, completion and simulation of nonstationary time series with missing values, with application to wave data

Applied Ocean Research ◽

10.1016/s0141-1187(01)00017-7 ◽

2001 ◽

Vol 23 (4) ◽

pp. 207-220 ◽

Cited By ~ 22

Author(s):

Ch.N. Stefanakos ◽

G.A. Athanassoulis

Keyword(s):

Time Series ◽

Missing Values ◽

Nonstationary Time Series ◽

Wave Data

Download Full-text

H41L-1877 - Dendra: a real-time cloud-based time-series curation system

10.1002/essoar.10501341.1 ◽

2019 ◽

Author(s):

Collin Bode ◽

J. Scott Smith

Keyword(s):

Time Series ◽

Real Time

Download Full-text