Débora C. Corrêa - researchr alias

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2024

A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical NetworksEugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small. tnse, 11(1):613-624, January - February 2024. [doi]

2023

Network of compression networks to extract useful information from multivariate time seriesDavid M. Walker, Débora C. Corrêa. compnet, 11(3), April 2023. [doi]

Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenanceDavid M. Walker, Débora C. Corrêa, Shannon D. Algar. eswa, 211:118586, 2023. [doi]

2022

2021

On using the modularity of recurrence network communities to detect change-point behaviourDavid M. Walker, Ayham A. Zaitouny, Débora C. Corrêa. eswa, 176:114837, 2021. [doi]

2019

Reconstruction of Complex Dynamical Systems from Time Series using Reservoir ComputingThomas Jüngling, Thomas Lymburn, Thomas Stemler, Débora C. Corrêa, David M. Walker, Michael Small. iscas 2019: 1-5 [doi]

2018

Detecting Determinism in Time Series with Complex Networks Constructed Using a Compression AlgorithmDébora C. Corrêa, David M. Walker, Michael Small. IJBC, 28(13):1850165, 2018. [doi]

2016

A survey on symbolic data-based music genre classificationDébora C. Corrêa, Francisco Aparecido Rodrigues. eswa, 60:190-210, 2016. [doi]

2013

Computer-aided music composition with LSTM neural network and chaotic inspirationAndres E. Coca, Débora C. Corrêa, Liang Zhao. ijcnn 2013: 1-7 [doi]

2011

Finding Community Structure in Music Genres NetworksDébora C. Corrêa, Alexandre L. M. Levada, Luciano da F. Costa. ismir 2011: 447-452 [doi]

An adaptive approach for contextual audio denoising using local Fisher informationAlexandre L. M. Levada, Débora C. Corrêa. iscas 2011: 125-128 [doi]

Improving Face Recognition Performance Using RBPCA MaxLike and Information FusionDenis H. P. Salvadeo, Nelson D. A. Mascarenhas, Jander Moreira, Alexandre L. M. Levada, Débora C. Corrêa. cse, 13(3):14-21, 2011. [doi]

2010

Using Digraphs and a Second-Order Markovian Model for Rhythm ClassificationDébora C. Corrêa, Luciano da Fontoura Costa, José Hiroki Saito. complenet 2011: 85-95 [doi]

2009

Fast and accurate holistic face recognition using Optimum-Path ForestJoão P. Papa, Alexandre X. Falcão, Alexandre L. M. Levada, Débora C. Corrêa, Denis H. P. Salvadeo, Nelson D. A. Mascarenhas. icdsp 2009: 1-6 [doi]

2008

Neural network based systems for computer-aided musical composition: supervised x unsupervised learningDébora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito, João F. Mari. SAC 2008: 1738-1742 [doi]

Improving the Learning Speed in 2-Layered LSTM Network by Estimating the Configuration of Hidden Units and Optimizing Weights InitializationDébora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito. icann 2008: 109-118 [doi]

Stabilizing and Improving the Learning Speed of 2-Layered LSTM NetworkDébora C. Corrêa, Alexandre L. M. Levada, José Hiroki Saito. cse 2008: 293-300 [doi]

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