Multivariate Time Series Data | List of Frontiers open access articles

Original Research

Published on 27 May 2022

Wind Turbine Gearbox Failure Detection Through Cumulative Sum of Multivariate Time Series Data

in Wind Energy

Effi Latiffianti
Shawn Sheng
Yu Ding

Frontiers in Energy Research

doi 10.3389/fenrg.2022.904622

6,577 views
23 citations

Original Research

Published on 13 Mar 2024

General value functions for fault detection in multivariate time series data

in Robot Learning and Evolution

Andy Wong
Mehran Taghian Jazi
Tomoharu Takeuchi
Johannes Günther
Osmar Zaïane

Frontiers in Robotics and AI

doi 10.3389/frobt.2024.1214043

3,610 views

Methods

Published on 07 Oct 2016

Clustering Vector Autoregressive Models: Capturing Qualitative Differences in Within-Person Dynamics

in Quantitative Psychology and Measurement

Kirsten Bulteel
Francis Tuerlinckx
Annette Brose
Eva Ceulemans

Frontiers in Psychology

doi 10.3389/fpsyg.2016.01540

12,002 views
43 citations

Methods

Published on 14 Dec 2023

Statistical inference for dependence networks in topological data analysis

in Medicine and Public Health

Anass B. El-Yaagoubi
Moo K. Chung
Hernando Ombao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1293504

2,756 views
1 citation

Methods

Published on 12 Aug 2022

Towards coupling full-disk and active region-based flare prediction for operational space weather forecasting

in Space Physics

Chetraj Pandey
Anli Ji
Rafal A. Angryk
Manolis K. Georgoulis
Berkay Aydin

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.897301

3,532 views
34 citations

Methods

Published on 15 Apr 2020

Studying Complex Adaptive Systems With Internal States: A Recurrence Network Approach to the Analysis of Multivariate Time-Series Data Representing Self-Reports of Human Experience

in Dynamical Systems

Fred Hasselman
Anna M. T. Bosman

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2020.00009

9,580 views
31 citations

Articles

Wind Turbine Gearbox Failure Detection Through Cumulative Sum of Multivariate Time Series Data

General value functions for fault detection in multivariate time series data

Clustering Vector Autoregressive Models: Capturing Qualitative Differences in Within-Person Dynamics

Statistical inference for dependence networks in topological data analysis

Towards coupling full-disk and active region-based flare prediction for operational space weather forecasting

Studying Complex Adaptive Systems With Internal States: A Recurrence Network Approach to the Analysis of Multivariate Time-Series Data Representing Self-Reports of Human Experience