Visibility Graph Based Time Series Analysis.

Visibility Graph Based Time Series Analysis.

Network based time series analysis has made considerable achievements in the recent years. By mapping mono/multivariate time series into networks, one can investigate both it's microscopic and macroscopic behaviors. However, most proposed approaches lead to the construction of static networks c...

Bibliografski detalji
Glavni autori:	Mutua Stephen, Changgui Gu, Huijie Yang
Format:	Članak
Jezik:	English
Izdano:	Public Library of Science (PLoS) 2015-01-01
Serija:	PLoS ONE
Online pristup:	http://europepmc.org/articles/PMC4646626?pdf=render

Slični predmeti

Extracting Correlations in Earthquake Time Series Using Visibility Graph Analysis
od: Sumanta Kundu, i dr.
Izdano: (2021-04-01)

Evaluation of scaling invariance embedded in short time series.
od: Xue Pan, i dr.
Izdano: (2014-01-01)

Evidence of self-organized criticality in time series by the horizontal visibility graph approach
od: Bardia Kaki, i dr.
Izdano: (2022-10-01)

Exploring the Entropy-Based Classification of Time Series Using Visibility Graphs from Chaotic Maps
od: J. Alberto Conejero, i dr.
Izdano: (2024-03-01)

Evolution of scaling behaviors embedded in sentence series from A Story of the Stone.
od: Yue Yang, i dr.
Izdano: (2017-01-01)

Analysing the Dynamics of Interbeat Interval Time Series Using Grouped Horizontal Visibility Graph
od: Gulraiz Iqbal Choudhary, i dr.
Izdano: (2019-01-01)

Information–Theoretic Analysis of Visibility Graph Properties of Extremes in Time Series Generated by a Nonlinear Langevin Equation
od: Luciano Telesca, i dr.
Izdano: (2024-10-01)

Analysis of Aftershocks from California and Synthetic Series by Using Visibility Graph Algorithm
od: Alejandro Muñoz-Diosdado, i dr.
Izdano: (2025-02-01)

Matching Intensity for Image Visibility Graphs: A New Method to Extract Image Features
od: Dongxu Zhu, i dr.
Izdano: (2021-01-01)

Identification of disease-specific bio-markers through network-based analysis of gene co-expression: A case study on Alzheimer's disease
od: Hexiang Zheng, i dr.
Izdano: (2024-03-01)

TVGeAN: Tensor Visibility Graph-Enhanced Attention Network for Versatile Multivariant Time Series Learning Tasks
od: Mohammed Baz
Izdano: (2024-10-01)

A Review of Visibility Graph Analysis
od: Hadis Azizi, i dr.
Izdano: (2024-01-01)

From the visibility graph (VG) to a complementary visibility graph (CVG) and an image complementary visibility graph (ICVG): Algorithms and applications
od: Laifan Pei, i dr.
Izdano: (2024-01-01)

Time series and graph analysis of Ethereum blockchain
od: Wang,Ye
Izdano: (2022)

Path Planning and Real-Time Collision Avoidance Based on the Essential Visibility Graph
od: Luciano Blasi, i dr.
Izdano: (2020-08-01)

Analysis of professional competency awareness based on visible network graphs
od: Shilin Meng, i dr.
Izdano: (2024-05-01)

Analysis of Climate Change Characteristics in Xi’an Based on the Visibility Graph
od: Pengtao Zhang, i dr.
Izdano: (2021-09-01)

Visibility graph analysis for brain: scoping review
od: Sadegh Sulaimany, i dr.
Izdano: (2023-09-01)

Domain Transformation to Graphs and GraphSAGE-Based Embedding for Performance Enhancement in Time-Series Classification
od: Sanghun Lee, i dr.
Izdano: (2024-01-01)

On characterizing terrain visibility graphs
od: William Evans, i dr.
Izdano: (2015-06-01)

An investigation of the time series of visibility and precipitation intensity fluctuations
od: Brinckerhoff, Gilbert D, i dr.
Izdano: (2010)

On the Cultural History of Time Series Graphs
od: Botond Szemes
Izdano: (2024-03-01)

Feature analysis of 5G traffic data based on visibility graph
od: Ke Sun, i dr.
Izdano: (2024-10-01)

Visibility Graph Analysis of Heartbeat Time Series: Comparison of Young vs. Old, Healthy vs. Diseased, Rest vs. Exercise, and Sedentary vs. Active
od: Alejandro Muñoz-Diosdado, i dr.
Izdano: (2023-04-01)

Temperature time series analysis at Yucatan using natural and horizontal visibility algorithms.
od: J Alberto Rosales-Pérez, i dr.
Izdano: (2019-01-01)

Accurate Indoor Localization Based on CSI and Visibility Graph
od: Zhefu Wu, i dr.
Izdano: (2018-08-01)

SOMA Network Model Based on Native Visibility Graph
od: Lukas Tomaszek, i dr.
Izdano: (2017-06-01)

Entropy-Based Discovery of Summary Causal Graphs in Time Series
od: Charles K. Assaad, i dr.
Izdano: (2022-08-01)

GraphTS: Graph-represented time series for subsequence anomaly detection
od: Roozbeh Zarei, i dr.
Izdano: (2023-01-01)

Total mutual-visibility in Hamming graphs
od: Csilla Bujtás, i dr.
Izdano: (2024-12-01)

Online visibility graphs: Encoding visibility in a binary search tree
od: Delia Fano Yela, i dr.
Izdano: (2020-04-01)

Incremental Construction of Time-Series Knowledge Graph
od: ZHANG Zichen, YUE Kun, QI Zhiwei, DUAN Liang
Izdano: (2022-03-01)

The advantages of k-visibility: A comparative analysis of several time series clustering algorithms
od: Sergio Iglesias-Perez, i dr.
Izdano: (2024-12-01)

Weighted Signed Networks Reveal Interactions between US Foreign Exchange Rates
od: Leixin Yang, i dr.
Izdano: (2024-02-01)

Analysis of pulsating variable stars using the visibility graph algorithm
od: Víctor Muñoz, i dr.
Izdano: (2021-01-01)

Normalized Multivariate Time Series Causality Analysis and Causal Graph Reconstruction
od: X. San Liang
Izdano: (2021-05-01)

Research on Infrared and Visible Images Registration Algorithm Based on Graph
od: Zhu Xiao-Lin, i dr.
Izdano: (2017-01-01)

Multi-Task Time Series Forecasting Based on Graph Neural Networks
od: Xiao Han, i dr.
Izdano: (2023-07-01)

EEG-Based Emotion Recognition Using an Improved Weighted Horizontal Visibility Graph
od: Tianjiao Kong, i dr.
Izdano: (2021-03-01)

Evolved differential model for sporadic graph time-series prediction
od: Yucheng Xing, i dr.
Izdano: (2024-09-01)