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Débora C Corrêa
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Year
A survey on symbolic data-based music genre classification
DC Corrêa, FA Rodrigues
Expert Systems with Applications 60, 190-210, 2016
752016
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
442019
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
372013
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
342010
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
332018
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
302008
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
282015
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
242009
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
142018
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
132018
Similarity graph: Visual exploration of song collections
J Ono, D Corrêa, M Ferreira, R Mello, LG Nonato
SIBGRAPI; IEEE, Institute of Electrical and Electronics Engineers United …, 2015
132015
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
102019
On using the modularity of recurrence network communities to detect change-point behaviour
DM Walker, A Zaitouny, DC Correa
Expert Systems with Applications 176, 114837, 2021
92021
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
92019
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
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
82008
Finding Community Structure in Music Genres Networks
DC Corrêa, ALM Levada, LF Costa
12th International Society of Music Information Retrieval Conference (ISMIR …, 2011
72011
Levada, Jose H. Saito, and Joao F. Mari,“
DC Correa, LM Alexandre
Neural network based systems for computeraided musical composition …, 0
7
Quantifying the generalization capacity of Markov models for melody prediction
DC Corrêa, T Jüngling, M Small
Physica A: Statistical Mechanics and its Applications 549, 124351, 2020
62020
An adaptive approach for contextual audio denoising using local Fisher information
ALM Levada, DC Corrêa
2011 IEEE International Symposium of Circuits and Systems (ISCAS), 125-128, 2011
62011
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Articles 1–20