Publication | Open Access
Multiplex Decomposition of Non-Markovian Dynamics and the Hidden Layer Reconstruction Problem
26
Citations
86
References
2018
Year
EngineeringNetwork RobustnessNetwork AnalysisComplex SystemsNetwork ModelAtomic DecompositionNetwork DynamicStatistical Signal ProcessingNetwork ComplexityMultiplex DecompositionHidden Markov ModelSignal ReconstructionSystems EngineeringOptimal Multiplex ModelModeling And SimulationMultiplex NetworksInverse ProblemsComputer ScienceNetwork TheorySignal ProcessingNon-markovian DynamicsNetwork ScienceMarkov Kernel
Multiplex networks can describe complex systems, but it is often difficult to deduce the underlying network structure. A new theory offers a way to experimentally predict the optimal multiplex model in such systems.
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