Measuring dynamical uncertainty with Revealed Dynamics Markov Models

Concepts and measures of time series uncertainty and complexity have been applied across domains for behavior classification, risk assessments, and event detection/prediction. This paper contributes three new measures based on an encoding of the series' phase space into a descriptive Markov mod...

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Bibliographic Details
Main Authors: Bramson, Aaron, Baland, Adrien, Iriki, Atsushi
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/145456
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Institution: Nanyang Technological University
Language: English