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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Mutua Stephen, Changgui Gu, Huijie Yang
Fformat:	Erthygl
Iaith:	English
Cyhoeddwyd:	Public Library of Science (PLoS) 2015-01-01
Cyfres:	PLoS ONE
Mynediad Ar-lein:	http://europepmc.org/articles/PMC4646626?pdf=render

Eitemau Tebyg

Extracting Correlations in Earthquake Time Series Using Visibility Graph Analysis
gan: Sumanta Kundu, et al.
Cyhoeddwyd: (2021-04-01)

Evaluation of scaling invariance embedded in short time series.
gan: Xue Pan, et al.
Cyhoeddwyd: (2014-01-01)

Evidence of self-organized criticality in time series by the horizontal visibility graph approach
gan: Bardia Kaki, et al.
Cyhoeddwyd: (2022-10-01)

Exploring the Entropy-Based Classification of Time Series Using Visibility Graphs from Chaotic Maps
gan: J. Alberto Conejero, et al.
Cyhoeddwyd: (2024-03-01)

Evolution of scaling behaviors embedded in sentence series from A Story of the Stone.
gan: Yue Yang, et al.
Cyhoeddwyd: (2017-01-01)

Analysing the Dynamics of Interbeat Interval Time Series Using Grouped Horizontal Visibility Graph
gan: Gulraiz Iqbal Choudhary, et al.
Cyhoeddwyd: (2019-01-01)

Information–Theoretic Analysis of Visibility Graph Properties of Extremes in Time Series Generated by a Nonlinear Langevin Equation
gan: Luciano Telesca, et al.
Cyhoeddwyd: (2024-10-01)

Analysis of Aftershocks from California and Synthetic Series by Using Visibility Graph Algorithm
gan: Alejandro Muñoz-Diosdado, et al.
Cyhoeddwyd: (2025-02-01)

Matching Intensity for Image Visibility Graphs: A New Method to Extract Image Features
gan: Dongxu Zhu, et al.
Cyhoeddwyd: (2021-01-01)

Identification of disease-specific bio-markers through network-based analysis of gene co-expression: A case study on Alzheimer's disease
gan: Hexiang Zheng, et al.
Cyhoeddwyd: (2024-03-01)

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

A Review of Visibility Graph Analysis
gan: Hadis Azizi, et al.
Cyhoeddwyd: (2024-01-01)

From the visibility graph (VG) to a complementary visibility graph (CVG) and an image complementary visibility graph (ICVG): Algorithms and applications
gan: Laifan Pei, et al.
Cyhoeddwyd: (2024-01-01)

Time series and graph analysis of Ethereum blockchain
gan: Wang,Ye
Cyhoeddwyd: (2022)

Path Planning and Real-Time Collision Avoidance Based on the Essential Visibility Graph
gan: Luciano Blasi, et al.
Cyhoeddwyd: (2020-08-01)

Analysis of professional competency awareness based on visible network graphs
gan: Shilin Meng, et al.
Cyhoeddwyd: (2024-05-01)

Analysis of Climate Change Characteristics in Xi’an Based on the Visibility Graph
gan: Pengtao Zhang, et al.
Cyhoeddwyd: (2021-09-01)

Visibility graph analysis for brain: scoping review
gan: Sadegh Sulaimany, et al.
Cyhoeddwyd: (2023-09-01)

Domain Transformation to Graphs and GraphSAGE-Based Embedding for Performance Enhancement in Time-Series Classification
gan: Sanghun Lee, et al.
Cyhoeddwyd: (2024-01-01)

On characterizing terrain visibility graphs
gan: William Evans, et al.
Cyhoeddwyd: (2015-06-01)

An investigation of the time series of visibility and precipitation intensity fluctuations
gan: Brinckerhoff, Gilbert D, et al.
Cyhoeddwyd: (2010)

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

Feature analysis of 5G traffic data based on visibility graph
gan: Ke Sun, et al.
Cyhoeddwyd: (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
gan: Alejandro Muñoz-Diosdado, et al.
Cyhoeddwyd: (2023-04-01)

Temperature time series analysis at Yucatan using natural and horizontal visibility algorithms.
gan: J Alberto Rosales-Pérez, et al.
Cyhoeddwyd: (2019-01-01)

Accurate Indoor Localization Based on CSI and Visibility Graph
gan: Zhefu Wu, et al.
Cyhoeddwyd: (2018-08-01)

SOMA Network Model Based on Native Visibility Graph
gan: Lukas Tomaszek, et al.
Cyhoeddwyd: (2017-06-01)

Entropy-Based Discovery of Summary Causal Graphs in Time Series
gan: Charles K. Assaad, et al.
Cyhoeddwyd: (2022-08-01)

GraphTS: Graph-represented time series for subsequence anomaly detection
gan: Roozbeh Zarei, et al.
Cyhoeddwyd: (2023-01-01)

Total mutual-visibility in Hamming graphs
gan: Csilla Bujtás, et al.
Cyhoeddwyd: (2024-12-01)

Online visibility graphs: Encoding visibility in a binary search tree
gan: Delia Fano Yela, et al.
Cyhoeddwyd: (2020-04-01)

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

The advantages of k-visibility: A comparative analysis of several time series clustering algorithms
gan: Sergio Iglesias-Perez, et al.
Cyhoeddwyd: (2024-12-01)

Weighted Signed Networks Reveal Interactions between US Foreign Exchange Rates
gan: Leixin Yang, et al.
Cyhoeddwyd: (2024-02-01)

Analysis of pulsating variable stars using the visibility graph algorithm
gan: Víctor Muñoz, et al.
Cyhoeddwyd: (2021-01-01)

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

Research on Infrared and Visible Images Registration Algorithm Based on Graph
gan: Zhu Xiao-Lin, et al.
Cyhoeddwyd: (2017-01-01)

Multi-Task Time Series Forecasting Based on Graph Neural Networks
gan: Xiao Han, et al.
Cyhoeddwyd: (2023-07-01)

EEG-Based Emotion Recognition Using an Improved Weighted Horizontal Visibility Graph
gan: Tianjiao Kong, et al.
Cyhoeddwyd: (2021-03-01)

Evolved differential model for sporadic graph time-series prediction
gan: Yucheng Xing, et al.
Cyhoeddwyd: (2024-09-01)