Débora C. Corrêa

According to our database, Débora C. Corrêa authored at least 25 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical Networks.

Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small

IEEE Trans. Netw. Sci. Eng., 2024

2023

Network of compression networks to extract useful information from multivariate time series.

David M. Walker, Débora C. Corrêa

J. Complex Networks, April, 2023

Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenance.

David M. Walker, Débora C. Corrêa, Shannon D. Algar

Expert Syst. Appl., 2023

2022

Characterisation of neonatal cardiac dynamics using ordinal partition network.

Laurita dos Santos, Débora C. Corrêa, David M. Walker, Moacir Fernandes de Godoy, Elbert E. N. Macau, Michael Small

Medical Biol. Eng. Comput., 2022

Backpropagation on Dynamical Networks.

Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small

CoRR, 2022

A Novel Approach to Time Series Complexity via Reservoir Computing.

Braden Thorne, Thomas Jüngling, Michael Small, Débora C. Corrêa, Ayham A. Zaitouny

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

Machine Learning Inspired Fault Detection of Dynamical Networks.

Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

Predicting Marimba Stickings Using Long Short-Term Memory Neural Networks.

Jet Kye Chong, Débora C. Corrêa

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

On using the modularity of recurrence network communities to detect change-point behaviour.

David M. Walker, Ayham A. Zaitouny, Débora C. Corrêa

Expert Syst. Appl., 2021

2019

Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing.

Thomas Jüngling, Thomas Lymburn, Thomas Stemler, Débora C. Corrêa, David M. Walker, Michael Small

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.

Débora C. Corrêa, David M. Walker, Michael Small

Int. J. Bifurc. Chaos, 2018

Designing architectures of convolutional neural networks to solve practical problems.

Martha Dais Ferreira, Débora Cristina Corrêa, Luis Gustavo Nonato, Rodrigo Fernandes de Mello

Expert Syst. Appl., 2018

2016

A survey on symbolic data-based music genre classification.

Débora C. Corrêa, Francisco Aparecido Rodrigues

Expert Syst. Appl., 2016

2015

Concentric RadViz: Visual Exploration of Multi-task Classification.

Jorge Henrique Piazentin Ono, Fabio Sikansi, Débora Cristina Corrêa, Fernando Vieira Paulovich, Afonso Paiva, Luis Gustavo Nonato

Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

2014

Psychophysics of musical elements in the discrete-time representation of sound.

Renato Fabbri, Vilson Vieira da Silva Junior, Antônio Carlos Silvano Pessotti, Débora Cristina Corrêa

CoRR, 2014

2013

Computer-aided music composition with LSTM neural network and chaotic inspiration.

Andres E. Coca, Débora C. Corrêa, Liang Zhao

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2011

Improving Face Recognition Performance Using RBPCA MaxLike and Information Fusion.

Denis H. P. Salvadeo, Nelson D. A. Mascarenhas, Jander Moreira, Alexandre L. M. Levada, Débora C. Corrêa

Comput. Sci. Eng., 2011

Finding Community Structure in Music Genres Networks.

Débora C. Corrêa, Alexandre L. M. Levada, Luciano da F. Costa

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

An adaptive approach for contextual audio denoising using local Fisher information.

Alexandre L. M. Levada, Débora C. Corrêa

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

2010

Using Digraphs and a Second-Order Markovian Model for Rhythm Classification.

Débora C. Corrêa, Luciano da Fontoura Costa, José Hiroki Saito

Proceedings of the Complex Networks - Second International Workshop, 2010

2009

Musical Genres: Beating to the Rhythms of Different Drums

Débora C. Corrêa, José Hiroki Saito, Luciano da F. Costa

CoRR, 2009

Fast and accurate holistic face recognition using Optimum-Path Forest.

João P. Papa, Alexandre X. Falcão, Alexandre L. M. Levada, Débora C. Corrêa, Denis H. P. Salvadeo, Nelson D. A. Mascarenhas

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.

Débora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito, João F. Mari

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.

Débora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito

Proceedings of the Artificial Neural Networks, 2008

Stabilizing and Improving the Learning Speed of 2-Layered LSTM Network.

Débora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito

Proceedings of the 11th IEEE International Conference on Computational Science and Engineering, 2008