Information-theoretical analysis of statistical measures for multiscale dynamics.
Sign Up to like & getrecommendations! Published in 2023 at "Chaos"
DOI: 10.1063/5.0141099
Abstract: Multiscale entropy (MSE) has been widely used to examine nonlinear systems involving multiple time scales, such as biological and economic systems. Conversely, Allan variance has been used to evaluate the stability of oscillators, such as… read more here.
Keywords: statistical measures; allan variance; variance; information theoretical ... See more keywords
NIFL: A Statistical Measures-Based Method for Client Selection in Federated Learning
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DOI: 10.1109/access.2022.3225407
Abstract: Federated learning (FL) has been proposed as a machine learning approach to collaboratively learn a shared prediction model. Although, during FL training, only a subset of workers participate in each round, existing approaches introduce model… read more here.
Keywords: federated learning; statistical measures; model; measures based ... See more keywords
A Model for Diagnosing Autism Patients Using Spatial and Statistical Measures Using rs-fMRI and sMRI by Adopting Graphical Neural Networks
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DOI: 10.3390/diagnostics13061143
Abstract: This article proposes a model to diagnose autism patients using graphical neural networks. A graphical neural network relates the subjects (nodes) using the features (edges). In our model, radiomic features obtained from sMRI are used… read more here.
Keywords: neural networks; autism patients; graphical neural; patients using ... See more keywords
Information and Statistical Measures in Classical vs. Quantum Condensed-Matter and Related Systems
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DOI: 10.3390/e22060645
Abstract: The presented editorial summarizes in brief the efforts of ten (10) papers collected by the Special Issue (SI) “Condensed-Matter-Principia Based Information & Statistical Measures: From Classical to Quantum”. The SI called for papers dealing with… read more here.
Keywords: quantum; matter; information statistical; statistical measures ... See more keywords