Artigos com autorizações de acesso público - Débora C CorrêaSaiba mais
9 artigos não disponíveis publicamente
On using the modularity of recurrence network communities to detect change-point behaviour
DM Walker, A Zaitouny, DC Correa
Expert Systems with Applications 176, 114837, 2021
Autorizações: Australian Research Council
Reservoir time series analysis: Using the response of complex dynamical systems as a universal indicator of change
B Thorne, T Jüngling, M Small, D Corrêa, A Zaitouny
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (3), 2022
Autorizações: Australian Research Council
Grading your models: Assessing dynamics learning of models using persistent homology
E Tan, D Corrêa, T Stemler, M Small
Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (12), 2021
Autorizações: Australian Research Council
Quantifying the generalization capacity of Markov models for melody prediction
DC Corrêa, T Jüngling, M Small
Physica A: Statistical Mechanics and its Applications 549, 124351, 2020
Autorizações: Australian Research Council
Constrained Markov order surrogates
DC Corrêa, JM Moore, T Jüngling, M Small
Physica D: Nonlinear Phenomena 406, 132437, 2020
Autorizações: Australian Research Council, National Natural Science Foundation of China
A novel approach to time series complexity via reservoir computing
B Thorne, T Jüngling, M Small, D Corrêa, A Zaitouny
Australasian Joint Conference on Artificial Intelligence, 442-455, 2022
Autorizações: Australian Research Council
On detecting dynamical regime change using a transformation cost metric between persistent homology diagrams
S Dee Algar, DC Corrêa, DM Walker
Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (12), 2021
Autorizações: Australian Research Council
Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenance
DM Walker, DC Corrêa, SD Algar
Expert Systems with Applications 211, 118586, 2023
Autorizações: Australian Research Council
Machine Learning Inspired Fault Detection of Dynamical Networks
E Tan, DC Corrêa, T Stemler, M Small
Australasian Joint Conference on Artificial Intelligence, 470-483, 2022
Autorizações: Australian Research Council
16 artigos disponíveis publicamente
Consistency in echo-state networks
T Lymburn, A Khor, T Stemler, DC Corrêa, M Small, T Jüngling
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (2), 2019
Autorizações: Australian Research Council
Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology
E Tan, S Algar, D Corrêa, M Small, T Stemler, D Walker
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (3), 2023
Autorizações: Australian Research Council
Deforestation-induced surface warming is influenced by the fragmentation and spatial extent of forest loss in Maritime Southeast Asia
O Crompton, D Corrêa, J Duncan, S Thompson
Environmental Research Letters 16 (11), 114018, 2021
Autorizações: Australian Research Council
Is Bach’s brain a Markov chain? Recurrence quantification to assess Markov order for short, symbolic, musical compositions
JM Moore, DC Corrêa, M Small
Chaos: An interdisciplinary journal of nonlinear science 28 (8), 2018
Autorizações: Australian Research Council
On system behaviour using complex networks of a compression algorithm
DM Walker, DC Correa, M Small
Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (1), 2018
Autorizações: Australian Research Council
Reconstruction of complex dynamical systems from time series using reservoir computing
T Jüngling, T Lymburn, T Stemler, D Corrêa, D Walker, M Small
2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019
Autorizações: Australian Research Council
The reliability of recurrence network analysis is influenced by the observability properties of the recorded time series
LL Portes, AN Montanari, DC Correa, M Small, LA Aguirre
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (8), 2019
Autorizações: Australian Research Council
Data-driven approach for labelling process plant event data
D Corrêa, A Polpo, M Small, S Srikanth, K Hollins, M Hodkiewicz
International Journal of Prognostics and Health Management 13 (1), 2022
Autorizações: Australian Research Council
Characterisation of neonatal cardiac dynamics using ordinal partition network
L Santos, DC Correa, DM Walker, MF de Godoy, EEN Macau, M Small
Medical & Biological Engineering & Computing 60 (3), 829-842, 2022
Autorizações: Fundação de Amparo à Pesquisa do Estado de São Paulo, Australian Research …
Managing streamed sensor data for mobile equipment prognostics
T Griffiths, D Corrêa, M Hodkiewicz, A Polpo
Data-Centric Engineering 3, e11, 2022
Autorizações: Australian Research Council
Immune checkpoint therapy responders display early clonal expansion of tumor infiltrating lymphocytes
J Kidman, RM Zemek, JW Sidhom, D Correa, N Principe, F Sheikh, ...
Oncoimmunology 13 (1), 2345859, 2024
Autorizações: National Health and Medical Research Council, Australia
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