Constructing a multilayer network for stock market
Sign Up to like & getrecommendations! Published in 2020 at "Soft Computing"
DOI: 10.1007/s00500-019-04026-y
Abstract: In this paper, we discuss the stock network construction problem under simultaneous consideration of linear and nonlinear relations between stocks. A novel method based on the conditional probability is proposed to describe the nonlinear relation… read more here.
Keywords: multilayer network; network; stock market;
Comparing multilayer brain networks between groups: Introducing graph metrics and recommendations
Sign Up to like & getrecommendations! Published in 2018 at "NeuroImage"
DOI: 10.1016/j.neuroimage.2017.11.016
Abstract: &NA; There is an increasing awareness of the advantages of multi‐modal neuroimaging. Networks obtained from different modalities are usually treated in isolation, which is however contradictory to accumulating evidence that these networks show non‐trivial interdependencies.… read more here.
Keywords: multilayer network; network; correction; graph metrics ... See more keywords
Multilayer network analyses as a toolkit for measuring social structure
Sign Up to like & getrecommendations! Published in 2021 at "Current Zoology"
DOI: 10.1093/cz/zoaa079
Abstract: Abstract The formalization of multilayer networks allows for new ways to measure sociality in complex social systems, including groups of animals. The same mathematical representation and methods are widely applicable across fields and study systems,… read more here.
Keywords: multilayer network; network; social structure; network analyses ... See more keywords
T143. RESTING STATE FMRI BASED MULTILAYER NETWORK CONFIGURATION IN PATIENTS WITH SCHIZOPHRENIA
Sign Up to like & getrecommendations! Published in 2020 at "Schizophrenia Bulletin"
DOI: 10.1093/schbul/sbaa029.703
Abstract: Abstract Background Novel methods for measuring large-scale dynamic brain organisation are needed to provide new biomarkers of schizophrenia. Using a method for modelling dynamic modular organisation, previous evidence suggests higher ‘flexibility’ (switching between multilayer network… read more here.
Keywords: multilayer network; 124 fdr; resting state; flexibility ... See more keywords
Multilayer network structure enhances the coexistence of competitive species.
Sign Up to like & getrecommendations! Published in 2021 at "Physical review. E"
DOI: 10.1103/physreve.104.024402
Abstract: The concept of a multiplex network can be used to characterize the dispersal paths and states of different species in a patch habitat system. The multiplex network is one of three types of multilayer networks.… read more here.
Keywords: coexistence; multiplex network; multilayer network; coexistence species ... See more keywords
Pareto Optimality in Multilayer Network Growth.
Sign Up to like & getrecommendations! Published in 2018 at "Physical review letters"
DOI: 10.1103/physrevlett.121.128302
Abstract: We model the formation of multilayer transportation networks as a multiobjective optimization process, where service providers compete for passengers, and the creation of routes is determined by a multiobjective cost function encoding a trade-off between… read more here.
Keywords: multilayer network; network growth; optimality multilayer; pareto optimality ... See more keywords
Multilayer Network Community Detection: A Novel Multi-Objective Evolutionary Algorithm Based on Consensus Prior Information [Feature]
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Computational Intelligence Magazine"
DOI: 10.1109/mci.2023.3245729
Abstract: In recent years, multilayer networks have served as effective models for addressing and analyzing real-world systems with multiple relationships. Among these scenarios, the community detection (CD) problem is one of the most prominent research hotspots.… read more here.
Keywords: information; prior information; multilayer network; community detection ... See more keywords
Highly-integrated, miniaturized, stretchable electronic systems based on stacked multilayer network materials
Sign Up to like & getrecommendations! Published in 2022 at "Science Advances"
DOI: 10.1126/sciadv.abm3785
Abstract: Elastic stretchability and function density represent two key figures of merits for stretchable inorganic electronics. Various design strategies have been reported to provide both high levels of stretchability and function density, but the function densities… read more here.
Keywords: based stacked; stacked multilayer; multilayer network; stretchability ... See more keywords
Multiplex and Multilayer Network EEG Analyses: A Novel Strategy in the Differential Diagnosis of Patients with Chronic Disorders of Consciousness
Sign Up to like & getrecommendations! Published in 2021 at "International journal of neural systems"
DOI: 10.1142/s0129065720500525
Abstract: The deterioration of specific topological network measures that quantify different features of whole-brain functional network organization can be considered a marker for awareness impairment. Such topological measures reflect the functional interactions of multiple brain structures,… read more here.
Keywords: multilayer network; network; differential diagnosis; multiplex multilayer ... See more keywords
Application of Multilayer Network Models in Bioinformatics
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2021.664860
Abstract: Multilayer networks provide an efficient tool for studying complex systems, and with current, dramatic development of bioinformatics tools and accumulation of data, researchers have applied network concepts to all aspects of research problems in the… read more here.
Keywords: multilayer network; network; multilayer networks; application multilayer ... See more keywords
Abnormality of Functional Connections in the Resting State Brains of Schizophrenics
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Human Neuroscience"
DOI: 10.3389/fnhum.2022.799881
Abstract: To explore the change of brain connectivity in schizophrenics (SCZ), the resting-state EEG source functional connections of SCZ and healthy control (HC) were investigated in this paper. Different band single-layer networks, multilayer networks, and improved… read more here.
Keywords: network; functional connections; improved multilayer; multilayer network ... See more keywords