Débora C Corrêa
Title
Cited by
Cited by
Year
A survey on symbolic data-based music genre classification
DC Corrêa, FA Rodrigues
Expert Systems with Applications 60, 190-210, 2016
392016
Musical genres: beating to the rhythms of different drums
DC Correa, JH Saito, L da F Costa
New Journal of Physics 12 (5), 053030, 2010
322010
Designing architectures of convolutional neural networks to solve practical problems
MD Ferreira, DC Corrêa, LG Nonato, RF de Mello
Expert Systems with Applications 94, 205-217, 2018
302018
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), 023118, 2019
292019
Computer-aided music composition with LSTM neural network and chaotic inspiration
AE Coca, DC Corrêa, L Zhao
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-7, 2013
272013
Novel approaches for face recognition: template-matching using dynamic time warping and LSTM Neural Network Supervised Classification
ALM Levada, DC Correa, DHP Salvadeo, JH Saito, NDA Mascarenhas
2008 15th International Conference on Systems, Signals and Image Processing …, 2008
252008
Concentric radviz: Visual exploration of multi-task classification
JHP Ono, F Sikansi, DC Corrêa, FV Paulovich, A Paiva, LG Nonato
2015 28th SIBGRAPI Conference on Graphics, Patterns and Images, 165-172, 2015
242015
Fast and accurate holistic face recognition using optimum-path forest
JP Papa, AX Falcao, ALM Levada, DC Corrêa, DHP Salvadeo, ...
2009 16th International Conference on Digital Signal Processing, 1-6, 2009
232009
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), 085715, 2018
102018
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), 013101, 2018
102018
Neural network based systems for computer-aided musical composition: supervised x unsupervised learning
DC Corrêa, ALM Levada, JH Saito, JF Mari
Proceedings of the 2008 ACM symposium on Applied computing, 1738-1742, 2008
92008
Similarity graph: visual exploration of song collections
JP Ono, D Corrêa, M Ferreira, R Mello, LG Nonato
SIBGRAPI, 2015, 2015
72015
Using LSTM Network in Face Classification Problems
DC Corrêa, DHP Salvadeo, ALM Levada, JH Saito, NDA Mascarenhas, ...
Anais do IV Workshop de Visão Computacional, 2008
62008
Levada, Jose H. Saito, and Joao F. Mari,“
DC Correa, LM Alexandre
Neural network based systems for computer-aided musical composition …, 0
5
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), 083101, 2019
42019
Finding Community Structure in Music Genres Networks
DC Corrêa, ALM Levada, LF Costa
12th International Society of Music Information Retrieval Conference (ISMIR …, 2011
42011
Improving the learning speed in 2-layered LSTM network by estimating the configuration of hidden units and optimizing weights initialization
DC Corrêa, ALM Levada, JH Saito
International Conference on Artificial Neural Networks, 109-118, 2008
42008
Composing Music with BPTT and LSTM Networks: Comparing Learning and Generalization Aspects
DC Corrêa, JH Saito, S Abib
Computational Science and Engineering Workshops, 2008. CSE WORKSHOPS'08 …, 2008
42008
Stabilizing and improving the learning speed of 2-layered LSTM network
DC Corrêa, ALM Levada, JH Saito
2008 11th IEEE International Conference on Computational Science and …, 2008
42008
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
32019
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Articles 1–20