Network science of biological systems at different scales: A review
Network science is today established as a backbone for description of structure and function
of various physical, chemical, biological, technological, and social systems. Here we review …
of various physical, chemical, biological, technological, and social systems. Here we review …
[HTML][HTML] Networks behind the morphology and structural design of living systems
Technological advances in imaging techniques and biometric data acquisition have enabled
us to apply methods of network science to study the morphology and structural design of …
us to apply methods of network science to study the morphology and structural design of …
A review of two decades of correlations, hierarchies, networks and clustering in financial markets
We review the state of the art of clustering financial time series and the study of their
correlations alongside other interaction networks. The aim of the review is to gather in one …
correlations alongside other interaction networks. The aim of the review is to gather in one …
A survey of the application of graph-based approaches in stock market analysis and prediction
Graph-based approaches are revolutionizing the analysis of different real-life systems, and
the stock market is no exception. Individual stocks and stock market indices are connected …
the stock market is no exception. Individual stocks and stock market indices are connected …
Dynamic interdependence and competition in multilayer networks
From critical infrastructure to physiology and the human brain, complex systems rarely occur
in isolation. Instead, the functioning of nodes in one system often promotes or suppresses …
in isolation. Instead, the functioning of nodes in one system often promotes or suppresses …
Structural analysis and the sum of nodes' betweenness centrality in complex networks
Structural analysis in the field of network science aims to uncover the hidden information
embedded within the topological structure of complex networks. Betweenness centrality is a …
embedded within the topological structure of complex networks. Betweenness centrality is a …
Stock market as temporal network
Financial networks have become extremely useful in characterizing the structures of
complex financial systems. Meanwhile, the time evolution property of the stock markets can …
complex financial systems. Meanwhile, the time evolution property of the stock markets can …
From isles of Königsberg to islets of Langerhans: examining the function of the endocrine pancreas through network science
Islets of Langerhans are multicellular microorgans located in the pancreas that play a central
role in whole-body energy homeostasis. Through secretion of insulin and other hormones …
role in whole-body energy homeostasis. Through secretion of insulin and other hormones …
Recent advances on failure and recovery in networks of networks
Until recently, network science has focused on the properties of single isolated networks that
do not interact or depend on other networks. However it has now been recognized that many …
do not interact or depend on other networks. However it has now been recognized that many …
[HTML][HTML] Structure and dynamics of stock market in times of crisis
Daily correlations among 322 S&P 500 constituent stocks are investigated by means of
correlation-based (CB) network. By using the heterogeneous time scales, we identify global …
correlation-based (CB) network. By using the heterogeneous time scales, we identify global …