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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Mutua Stephen, Changgui Gu, Huijie Yang
Μορφή:	Άρθρο
Γλώσσα:	English
Έκδοση:	Public Library of Science (PLoS) 2015-01-01
Σειρά:	PLoS ONE
Διαθέσιμο Online:	http://europepmc.org/articles/PMC4646626?pdf=render

Παρόμοια τεκμήρια

Extracting Correlations in Earthquake Time Series Using Visibility Graph Analysis
ανά: Sumanta Kundu, κ.ά.
Έκδοση: (2021-04-01)

Evaluation of scaling invariance embedded in short time series.
ανά: Xue Pan, κ.ά.
Έκδοση: (2014-01-01)

Evidence of self-organized criticality in time series by the horizontal visibility graph approach
ανά: Bardia Kaki, κ.ά.
Έκδοση: (2022-10-01)

Exploring the Entropy-Based Classification of Time Series Using Visibility Graphs from Chaotic Maps
ανά: J. Alberto Conejero, κ.ά.
Έκδοση: (2024-03-01)

Evolution of scaling behaviors embedded in sentence series from A Story of the Stone.
ανά: Yue Yang, κ.ά.
Έκδοση: (2017-01-01)

Analysing the Dynamics of Interbeat Interval Time Series Using Grouped Horizontal Visibility Graph
ανά: Gulraiz Iqbal Choudhary, κ.ά.
Έκδοση: (2019-01-01)

Information–Theoretic Analysis of Visibility Graph Properties of Extremes in Time Series Generated by a Nonlinear Langevin Equation
ανά: Luciano Telesca, κ.ά.
Έκδοση: (2024-10-01)

Analysis of Aftershocks from California and Synthetic Series by Using Visibility Graph Algorithm
ανά: Alejandro Muñoz-Diosdado, κ.ά.
Έκδοση: (2025-02-01)

Matching Intensity for Image Visibility Graphs: A New Method to Extract Image Features
ανά: Dongxu Zhu, κ.ά.
Έκδοση: (2021-01-01)

Identification of disease-specific bio-markers through network-based analysis of gene co-expression: A case study on Alzheimer's disease
ανά: Hexiang Zheng, κ.ά.
Έκδοση: (2024-03-01)

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

A Review of Visibility Graph Analysis
ανά: Hadis Azizi, κ.ά.
Έκδοση: (2024-01-01)

From the visibility graph (VG) to a complementary visibility graph (CVG) and an image complementary visibility graph (ICVG): Algorithms and applications
ανά: Laifan Pei, κ.ά.
Έκδοση: (2024-01-01)

Time series and graph analysis of Ethereum blockchain
ανά: Wang,Ye
Έκδοση: (2022)

Path Planning and Real-Time Collision Avoidance Based on the Essential Visibility Graph
ανά: Luciano Blasi, κ.ά.
Έκδοση: (2020-08-01)

Analysis of professional competency awareness based on visible network graphs
ανά: Shilin Meng, κ.ά.
Έκδοση: (2024-05-01)

Analysis of Climate Change Characteristics in Xi’an Based on the Visibility Graph
ανά: Pengtao Zhang, κ.ά.
Έκδοση: (2021-09-01)

Visibility graph analysis for brain: scoping review
ανά: Sadegh Sulaimany, κ.ά.
Έκδοση: (2023-09-01)

Domain Transformation to Graphs and GraphSAGE-Based Embedding for Performance Enhancement in Time-Series Classification
ανά: Sanghun Lee, κ.ά.
Έκδοση: (2024-01-01)

On characterizing terrain visibility graphs
ανά: William Evans, κ.ά.
Έκδοση: (2015-06-01)

An investigation of the time series of visibility and precipitation intensity fluctuations
ανά: Brinckerhoff, Gilbert D, κ.ά.
Έκδοση: (2010)

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

Feature analysis of 5G traffic data based on visibility graph
ανά: Ke Sun, κ.ά.
Έκδοση: (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
ανά: Alejandro Muñoz-Diosdado, κ.ά.
Έκδοση: (2023-04-01)

Temperature time series analysis at Yucatan using natural and horizontal visibility algorithms.
ανά: J Alberto Rosales-Pérez, κ.ά.
Έκδοση: (2019-01-01)

Accurate Indoor Localization Based on CSI and Visibility Graph
ανά: Zhefu Wu, κ.ά.
Έκδοση: (2018-08-01)

SOMA Network Model Based on Native Visibility Graph
ανά: Lukas Tomaszek, κ.ά.
Έκδοση: (2017-06-01)

Entropy-Based Discovery of Summary Causal Graphs in Time Series
ανά: Charles K. Assaad, κ.ά.
Έκδοση: (2022-08-01)

GraphTS: Graph-represented time series for subsequence anomaly detection
ανά: Roozbeh Zarei, κ.ά.
Έκδοση: (2023-01-01)

Total mutual-visibility in Hamming graphs
ανά: Csilla Bujtás, κ.ά.
Έκδοση: (2024-12-01)

Online visibility graphs: Encoding visibility in a binary search tree
ανά: Delia Fano Yela, κ.ά.
Έκδοση: (2020-04-01)

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

The advantages of k-visibility: A comparative analysis of several time series clustering algorithms
ανά: Sergio Iglesias-Perez, κ.ά.
Έκδοση: (2024-12-01)

Weighted Signed Networks Reveal Interactions between US Foreign Exchange Rates
ανά: Leixin Yang, κ.ά.
Έκδοση: (2024-02-01)

Analysis of pulsating variable stars using the visibility graph algorithm
ανά: Víctor Muñoz, κ.ά.
Έκδοση: (2021-01-01)

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

Research on Infrared and Visible Images Registration Algorithm Based on Graph
ανά: Zhu Xiao-Lin, κ.ά.
Έκδοση: (2017-01-01)

Multi-Task Time Series Forecasting Based on Graph Neural Networks
ανά: Xiao Han, κ.ά.
Έκδοση: (2023-07-01)

EEG-Based Emotion Recognition Using an Improved Weighted Horizontal Visibility Graph
ανά: Tianjiao Kong, κ.ά.
Έκδοση: (2021-03-01)

Evolved differential model for sporadic graph time-series prediction
ανά: Yucheng Xing, κ.ά.
Έκδοση: (2024-09-01)