Viewing the network parameters and H ‐factors from the perspective of geometry
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22859
Abstract: Recent studies have shown that there is a profound connection between the existence of H ‐factors under attack circumstances and the parameters to measure the vulnerability of the network. The disadvantage of the previous theoretical… read more here.
Keywords: parameters factors; network; geometry; factors perspective ... See more keywords
Development of prediction models for upper and lower respiratory and gastrointestinal tract infections using social network parameters in middle-aged and older persons -The Maastricht Study-
Sign Up to like & getrecommendations! Published in 2017 at "Epidemiology and Infection"
DOI: 10.1017/s0950268817002187
Abstract: Abstract The ability to predict upper respiratory infections (URI), lower respiratory infections (LRI), and gastrointestinal tract infections (GI) in independently living older persons would greatly benefit population and individual health. Social network parameters have so… read more here.
Keywords: network parameters; older persons; prediction models; social network ... See more keywords
Effects of Randomly End-Linked Copolymer Network Parameters on the Formation of Disordered Cocontinuous Phases
Sign Up to like & getrecommendations! Published in 2019 at "Macromolecules"
DOI: 10.1021/acs.macromol.9b00050
Abstract: Randomly end-linked copolymer networks (RECNs) provide a robust route to cocontinuous nanoscale structures, yielding opportunities to integrate desirable and distinct properties of the constituent materials. In this report, we rely on gravimetric and mechanical analysis… read more here.
Keywords: randomly end; network parameters; disordered cocontinuous; end linked ... See more keywords
Quantum speed-up in global optimization of binary neural nets
Sign Up to like & getrecommendations! Published in 2020 at "New Journal of Physics"
DOI: 10.1088/1367-2630/abc9ef
Abstract: The performance of a neural network (NN) for a given task is largely determined by the initial calibration of the network parameters. Yet, it has been shown that the calibration, also referred to as training,… read more here.
Keywords: quantum speed; network; network parameters; global optimization ... See more keywords
Network parameters quantify loss of assemblage structure in human-impacted lake ecosystems.
Sign Up to like & getrecommendations! Published in 2019 at "Global change biology"
DOI: 10.1111/gcb.14776
Abstract: Lake biodiversity is an incomplete indicator of exogenous forcing insofar as it ignores underlying deformations of community structure. Here we seek a proxy for deformation in a network of diatom assemblages comprising 452 species in… read more here.
Keywords: network; network parameters; assemblage structure; structure ... See more keywords
On the Redundancy in the Rank of Neural Network Parameters and Its Controllability
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11020725
Abstract: In this paper, we show that parameters of a neural network can have redundancy in their ranks, both theoretically and empirically. When viewed as a function from one space to another, neural networks can exhibit… read more here.
Keywords: neural network; network parameters; rank neural; redundancy rank ... See more keywords