Débora C. Corrêa

23 papers B 1C 2Misc 5Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical Networks.
IEEE Trans. Netw. Sci. Eng.
Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small
2023 J jnl
Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenance.
Expert Syst. Appl.
David M. Walker, Débora C. Corrêa, Shannon D. Algar
2023 J jnl
Network of compression networks to extract useful information from multivariate time series.
J. Complex Networks
David M. Walker, Débora C. Corrêa
2022 Misc conf
A Novel Approach to Time Series Complexity via Reservoir Computing.
AI
Braden Thorne, Thomas Jüngling, Michael Small, Débora C. Corrêa, Ayham A. Zaitouny
2022 Misc ed.
AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings
AI
Haris Aziz, Débora C. Corrêa, Tim French
2022 J jnl
Backpropagation on Dynamical Networks.
CoRR
Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small
2022 J jnl
Characterisation of neonatal cardiac dynamics using ordinal partition network.
Medical Biol. Eng. Comput.
Laurita dos Santos, Débora C. Corrêa, David M. Walker, Moacir Fernandes de Godoy, Elbert E. N. Macau, Michael Small
2022 Misc conf
Machine Learning Inspired Fault Detection of Dynamical Networks.
AI
Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small
2022 Misc conf
Predicting Marimba Stickings Using Long Short-Term Memory Neural Networks.
AI
Jet Kye Chong, Débora C. Corrêa
2021 J jnl
On using the modularity of recurrence network communities to detect change-point behaviour.
Expert Syst. Appl.
David M. Walker, Ayham A. Zaitouny, Débora C. Corrêa
2019 C conf
Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing.
ISCAS
Thomas Jüngling, Thomas Lymburn, Thomas Stemler, Débora C. Corrêa, David M. Walker, Michael Small
2018 J jnl
Detecting Determinism in Time Series with Complex Networks Constructed Using a Compression Algorithm.
Int. J. Bifurc. Chaos
Débora C. Corrêa, David M. Walker, Michael Small
2016 J jnl
A survey on symbolic data-based music genre classification.
Expert Syst. Appl.
Débora C. Corrêa, Francisco Aparecido Rodrigues
2013 B conf
Computer-aided music composition with LSTM neural network and chaotic inspiration.
IJCNN
Andres E. Coca, Débora C. Corrêa, Liang Zhao
2011 C conf
An adaptive approach for contextual audio denoising using local Fisher information.
ISCAS
Alexandre L. M. Levada, Débora C. Corrêa
2011 — conf
Finding Community Structure in Music Genres Networks.
ISMIR
Débora C. Corrêa, Alexandre L. M. Levada, Luciano da F. Costa
2011 J jnl
Improving Face Recognition Performance Using RBPCA MaxLike and Information Fusion.
Comput. Sci. Eng.
Denis H. P. Salvadeo, Nelson D. A. Mascarenhas, Jander Moreira, Alexandre L. M. Levada, Débora C. Corrêa
2010 — conf
Using Digraphs and a Second-Order Markovian Model for Rhythm Classification.
CompleNet
Débora C. Corrêa, Luciano da Fontoura Costa, José Hiroki Saito
2009 — conf
Fast and accurate holistic face recognition using Optimum-Path Forest.
DPS
João P. Papa, Alexandre X. Falcão, Alexandre L. M. Levada, Débora C. Corrêa, Denis H. P. Salvadeo, Nelson D. A. Mascarenhas
2009 J jnl
Musical Genres: Beating to the Rhythms of Different Drums
CoRR
Débora C. Corrêa, José Hiroki Saito, Luciano da F. Costa
2008 — conf
Improving the Learning Speed in 2-Layered LSTM Network by Estimating the Configuration of Hidden Units and Optimizing Weights Initialization.
ICANN (1)
Débora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito
2008 Misc conf
Neural network based systems for computer-aided musical composition: supervised x unsupervised learning.
SAC
Débora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito, João F. Mari
2008 — conf
Stabilizing and Improving the Learning Speed of 2-Layered LSTM Network.
CSE
Débora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito