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Found 5 papers, 5 papers with code
From Time Series to Networks in R with the ts2net Package
Ts2net also provides methods to transform a single time series into a network, such as recurrence networks, visibility graphs, and transition networks.
Spatiotemporal data analysis with chronological networks
In this paper, we propose a network-based model for spatiotemporal data analysis called chronnet.
Global Fire Season Severity Analysis and Forecasting
In this paper, we evaluate the possibility of using historical data from 2003 to 2017 of active fire detections (NASA's MODIS MCD14ML C6) and time series forecasting methods to estimate global fire season severity (FSS), here defined as the accumulated fire detections in a season.
Applications
The Effect of Time Series Distance Functions on Functional Climate Networks
In this context, functional climate networks can be constructed using a spatiotemporal climate dataset and a suitable time series distance function.
Data Analysis, Statistics and Probability Atmospheric and Oceanic Physics
Time Series Clustering via Community Detection in Networks
In this paper, we propose a technique for time series clustering using community detection in complex networks.
