Débora C. Corrêa
Orcid: 0000-0002-9630-0176
According to our database1,
Débora C. Corrêa
authored at least 25 papers
between 2008 and 2024.
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Bibliography
2024
A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical Networks.
IEEE Trans. Netw. Sci. Eng., 2024
2023
Network of compression networks to extract useful information from multivariate time series.
J. Complex Networks, April, 2023
Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenance.
Expert Syst. Appl., 2023
2022
Medical Biol. Eng. Comput., 2022
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022
2021
On using the modularity of recurrence network communities to detect change-point behaviour.
Expert Syst. Appl., 2021
2019
Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
2018
Detecting Determinism in Time Series with Complex Networks Constructed Using a Compression Algorithm.
Int. J. Bifurc. Chaos, 2018
Designing architectures of convolutional neural networks to solve practical problems.
Expert Syst. Appl., 2018
2016
2015
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015
2014
CoRR, 2014
2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
2011
Comput. Sci. Eng., 2011
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
2010
Proceedings of the Complex Networks - Second International Workshop, 2010
2009
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
2008
Neural network based systems for computer-aided musical composition: supervised x unsupervised learning.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Improving the Learning Speed in 2-Layered LSTM Network by Estimating the Configuration of Hidden Units and Optimizing Weights Initialization.
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the 11th IEEE International Conference on Computational Science and Engineering, 2008