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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
892016
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), 2019
582019
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
422013
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
392018
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
382010
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
342008
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
312015
Deforestation-induced surface warming is influenced by the fragmentation and spatial extent of forest loss in Maritime Southeast Asia
O Crompton, D Corrêa, J Duncan, S Thompson
Environmental Research Letters 16 (11), 114018, 2021
262021
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
252009
Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology
E Tan, S Algar, D Corrêa, M Small, T Stemler, D Walker
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (3), 2023
232023
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), 2018
192018
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), 2018
152018
Similarity graph: Visual exploration of song collections
J Ono, D Corrêa, M Ferreira, R Mello, LG Nonato
SIBGRAPI, 2015
152015
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
112021
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
112019
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), 2019
102019
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
102008
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
Artificial Neural Networks-ICANN 2008: 18th International Conference, Prague …, 2008
102008
Finding Community Structure in Music Genres Networks
DC Corrêa, ALM Levada, LF Costa
12th International Society of Music Information Retrieval Conference (ISMIR …, 2011
82011
Levada, Jose H. Saito, and Joao F. Mari,“
DC Correa, LM Alexandre
Neural network based systems for computeraided musical composition …, 0
8
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Articles 1–20