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Journal Articles

Data-Driven Detection and Classification of Regimes in Chaotic Systems Via Hidden Markov Modeling

Chandrachur Bhattacharya, Asok Ray
Journal: ASME Letters in Dynamic Systems and Control
Publisher: ASME
Article Type: Research Papers
Letters Dyn. Sys. Control. April 2021, 1(2): 021009.
Paper No: ALDSC-20-1019
https://doi.org/10.1115/1.4047817
Published Online: August 5, 2020
... and testing data; the last (right hand) column indicates the total HMM classification error Case Chaotic system Fixed parameter values Varying parameter values Initial conditions for training data Initial conditions for testing data HMM error I Henon b = 0.3 a = 1 to 1.4...
View Article titled, Data-Driven Detection and Classification of Regimes in <span class="search-highlight">Chaotic</span> <span class="search-highlight">Systems</span> Via Hidden Markov Modeling
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Topics: Attractors, Chaos, Dynamic systems, Modeling, Signals, Time series, Testing