Combining complex networks and data mining: why and how
The increasing power of computer technology does not dispense with the need to extract
meaningful information out of data sets of ever growing size, and indeed typically …
meaningful information out of data sets of ever growing size, and indeed typically …
[图书][B] Morphogenesis of spatial networks
M Barthelemy - 2018 - Springer
Watts and Strogatz, with the publication in 1998 of their seminal paper on small-world
networks, opened the golden era of complex networks studies and showed in particular how …
networks, opened the golden era of complex networks studies and showed in particular how …
Complex networks identify spatial patterns of extreme rainfall events of the South American Monsoon System
We investigate the spatial characteristics of extreme rainfall synchronicity of the South
American Monsoon System (SAMS) by means of Complex Networks (CN). By introducing a …
American Monsoon System (SAMS) by means of Complex Networks (CN). By introducing a …
Spatiotemporal analysis of extreme precipitation events in the United States at mesoscale: Complex network theory
Analyzing the complex behavior of extreme precipitation events (EPEs) is essential to better
understand the effect of climate change on surface and subsurface water resources and …
understand the effect of climate change on surface and subsurface water resources and …
A review of synchronization of extreme precipitation events in monsoons from complex network perspective
Monsoon precipitation is the critical source of freshwater for some of the world's most
densely populated areas, yet extreme precipitation events in these regions present …
densely populated areas, yet extreme precipitation events in these regions present …
Spatiotemporal patterns and propagation mechanism of meteorological droughts over Yangtze River Basin and Pearl River Basin based on complex network theory
C Gao, L Liu, S Zhang, YP Xu, X Wang, X Tang - Atmospheric Research, 2023 - Elsevier
Investigating spatiotemporal pattern and propagation mechanism of meteorological drought
is of great significance to develop early warning system for drought-affected regions and …
is of great significance to develop early warning system for drought-affected regions and …
Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package
We introduce the pyunicorn (Pythonic unified complex network and recurrence analysis
toolbox) open source software package for applying and combining modern methods of data …
toolbox) open source software package for applying and combining modern methods of data …
A complex network approach to study the extreme precipitation patterns in a river basin
The quantification of spatial propagation of extreme precipitation events is vital in water
resources planning and disaster mitigation. However, quantifying these extreme events has …
resources planning and disaster mitigation. However, quantifying these extreme events has …
Spatiotemporal characteristics and propagation of summer extreme precipitation events over United States: A complex network analysis
Complex network (CN) is a graph theory‐based depiction of relation shared by various
elements of a complex dynamical system such as the atmosphere. Here we apply the …
elements of a complex dynamical system such as the atmosphere. Here we apply the …
Disentangling different types of El Niño episodes by evolving climate network analysis
Complex network theory provides a powerful toolbox for studying the structure of statistical
interrelationships between multiple time series in various scientific disciplines. In this work …
interrelationships between multiple time series in various scientific disciplines. In this work …