Débora C. Corrêa

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 12

Top Topics

Directed Acyclic Graph

Reservoir Computing

Backpropagation Algorithm

Top Venues

Expert Syst. Appl.

J. Complex Networks

Publications

Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small
A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical Networks. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
David M. Walker, Débora C. Corrêa, Shannon D. Algar
Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenance. Expert Syst. Appl. 211 (2023)
David M. Walker, Débora C. Corrêa
Network of compression networks to extract useful information from multivariate time series. J. Complex Networks 11 (3) (2023)
Braden Thorne, Thomas Jüngling, Michael Small, Débora C. Corrêa, Ayham A. Zaitouny
A Novel Approach to Time Series Complexity via Reservoir Computing. AI (2022)
Laurita dos Santos, Débora C. Corrêa, David M. Walker, Moacir Fernandes de Godoy, Elbert E. N. Macau, Michael Small
Characterisation of neonatal cardiac dynamics using ordinal partition network. Medical Biol. Eng. Comput. 60 (3) (2022)
Jet Kye Chong, Débora C. Corrêa
Predicting Marimba Stickings Using Long Short-Term Memory Neural Networks. AI (2022)
Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small
Machine Learning Inspired Fault Detection of Dynamical Networks. AI (2022)
Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small
Backpropagation on Dynamical Networks. CoRR (2022)
David M. Walker, Ayham A. Zaitouny, Débora C. Corrêa
On using the modularity of recurrence network communities to detect change-point behaviour. Expert Syst. Appl. 176 (2021)
Thomas Jüngling, Thomas Lymburn, Thomas Stemler, Débora C. Corrêa, David M. Walker, Michael Small
Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing. ISCAS (2019)
Débora C. Corrêa, David M. Walker, Michael Small
Detecting Determinism in Time Series with Complex Networks Constructed Using a Compression Algorithm. Int. J. Bifurc. Chaos 28 (13) (2018)
Débora C. Corrêa, Francisco Aparecido Rodrigues
A survey on symbolic data-based music genre classification. Expert Syst. Appl. 60 (2016)
Andres E. Coca, Débora C. Corrêa, Liang Zhao
Computer-aided music composition with LSTM neural network and chaotic inspiration. IJCNN (2013)
Débora C. Corrêa, Alexandre L. M. Levada, Luciano da F. Costa
Finding Community Structure in Music Genres Networks. ISMIR (2011)
Denis H. P. Salvadeo, Nelson D. A. Mascarenhas, Jander Moreira, Alexandre L. M. Levada, Débora C. Corrêa
Improving Face Recognition Performance Using RBPCA MaxLike and Information Fusion. Comput. Sci. Eng. 13 (3) (2011)
Alexandre L. M. Levada, Débora C. Corrêa
An adaptive approach for contextual audio denoising using local Fisher information. ISCAS (2011)
Débora C. Corrêa, Luciano da Fontoura Costa, José Hiroki Saito
Using Digraphs and a Second-Order Markovian Model for Rhythm Classification. CompleNet (2010)
Débora C. Corrêa, José Hiroki Saito, Luciano da F. Costa
Musical Genres: Beating to the Rhythms of Different Drums CoRR (2009)
João P. Papa, Alexandre X. Falcão, Alexandre L. M. Levada, Débora C. Corrêa, Denis H. P. Salvadeo, Nelson D. A. Mascarenhas
Fast and accurate holistic face recognition using Optimum-Path Forest. DPS (2009)
Débora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito
Improving the Learning Speed in 2-Layered LSTM Network by Estimating the Configuration of Hidden Units and Optimizing Weights Initialization. ICANN (1) (2008)
Débora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito, João F. Mari
Neural network based systems for computer-aided musical composition: supervised x unsupervised learning. SAC (2008)
Débora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito
Stabilizing and Improving the Learning Speed of 2-Layered LSTM Network. CSE (2008)