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Débora C. Corrêa Débora Cristina Corrêa
Eugene Tan Débora C. Corrêa Thomas Stemler Michael Small A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical Networks. 613-624 2024 January - February 11 IEEE Trans. Netw. Sci. Eng. 1 https://doi.org/10.1109/TNSE.2023.3302863 db/journals/tnse/tnse11.html#TanCSS24
David M. Walker Débora C. Corrêa Network of compression networks to extract useful information from multivariate time series. 2023 April 11 J. Complex Networks 3 https://doi.org/10.1093/comnet/cnad018 db/journals/compnet/compnet11.html#WalkerC23
David M. Walker Débora C. Corrêa Shannon D. Algar Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenance. 118586 2023 211 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2022.118586 db/journals/eswa/eswa211.html#WalkerCA23
Laurita dos Santos Débora C. Corrêa David M. Walker Moacir Fernandes de Godoy Elbert E. N. Macau Michael Small Characterisation of neonatal cardiac dynamics using ordinal partition network. 829-842 2022 60 Medical Biol. Eng. Comput. 3 https://doi.org/10.1007/s11517-021-02481-0 https://www.wikidata.org/entity/Q113324145 db/journals/mbec/mbec60.html#SantosCWGMS22
Jet Kye Chong Débora C. Corrêa Predicting Marimba Stickings Using Long Short-Term Memory Neural Networks. 339-352 2022 AI https://doi.org/10.1007/978-3-031-22695-3_24 conf/ausai/2022a db/conf/ausai/ausai2022a.html#ChongC22 Braden Thorne Thomas Jüngling Michael Small Débora C. Corrêa Ayham A. Zaitouny A Novel Approach to Time Series Complexity via Reservoir Computing. 442-455 2022 AI https://doi.org/10.1007/978-3-031-22695-3_31 conf/ausai/2022a db/conf/ausai/ausai2022a.html#ThorneJSCZ22 Eugene Tan Débora C. Corrêa Thomas Stemler Michael Small Machine Learning Inspired Fault Detection of Dynamical Networks. 470-483 2022 AI https://doi.org/10.1007/978-3-031-22695-3_33 conf/ausai/2022a db/conf/ausai/ausai2022a.html#TanCSS22 Haris Aziz 0001 Débora C. Corrêa Tim French 0002 AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings AI Springer 2022 Lecture Notes in Computer Science 13728 978-3-031-22694-6 978-3-031-22695-3 https://doi.org/10.1007/978-3-031-22695-3 db/conf/ausai/ausai2022a.html
Eugene Tan Débora C. Corrêa Thomas Stemler Michael Small Backpropagation on Dynamical Networks. 2022 abs/2207.03093 CoRR https://doi.org/10.48550/arXiv.2207.03093 db/journals/corr/corr2207.html#abs-2207-03093
David M. Walker Ayham A. Zaitouny Débora C. Corrêa On using the modularity of recurrence network communities to detect change-point behaviour. 114837 2021 176 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.114837 db/journals/eswa/eswa176.html#WalkerZC21
Thomas Jüngling Thomas Lymburn Thomas Stemler Débora C. Corrêa David M. Walker Michael Small Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing. 1-5 2019 ISCAS https://doi.org/10.1109/ISCAS.2019.8702137 conf/iscas/2019 db/conf/iscas/iscas2019.html#JunglingLSCWS19
Martha Dais Ferreira Débora Cristina Corrêa Luis Gustavo Nonato Rodrigo Fernandes de Mello Designing architectures of convolutional neural networks to solve practical problems. 205-217 2018 94 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2017.10.052 db/journals/eswa/eswa94.html#FerreiraCNM18
Débora C. Corrêa David M. Walker Michael Small Detecting Determinism in Time Series with Complex Networks Constructed Using a Compression Algorithm. 1850165:1-1850165:13 2018 28 Int. J. Bifurc. Chaos 13 https://doi.org/10.1142/S0218127418501651 https://www.wikidata.org/entity/Q111519460 db/journals/ijbc/ijbc28.html#CorreaWS18
Débora C. Corrêa Francisco Aparecido Rodrigues A survey on symbolic data-based music genre classification. 190-210 2016 60 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2016.04.008 db/journals/eswa/eswa60.html#CorreaR16
Jorge Henrique Piazentin Ono Fabio Sikansi Débora Cristina Corrêa Fernando Vieira Paulovich Afonso Paiva 0001 Luis Gustavo Nonato Concentric RadViz: Visual Exploration of Multi-task Classification. 165-172 2015 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2015.38 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2015.38 conf/sibgrapi/2015 db/conf/sibgrapi/sibgrapi2015.html#OnoSCPPN15
Renato Fabbri Vilson Vieira da Silva Junior Antônio Carlos Silvano Pessotti Débora Cristina Corrêa Psychophysics of musical elements in the discrete-time representation of sound. 2014 abs/1412.6853 CoRR http://arxiv.org/abs/1412.6853 db/journals/corr/corr1412.html#FabbriJPC14
Andres E. Coca Débora C. Corrêa Liang Zhao 0001 Computer-aided music composition with LSTM neural network and chaotic inspiration. 1-7 2013 IJCNN https://doi.org/10.1109/IJCNN.2013.6706747 conf/ijcnn/2013 db/conf/ijcnn/ijcnn2013.html#CocaCZ13
Denis H. P. Salvadeo Nelson D. A. Mascarenhas Jander Moreira Alexandre L. M. Levada Débora C. Corrêa Improving Face Recognition Performance Using RBPCA MaxLike and Information Fusion. 14-21 2011 13 Comput. Sci. Eng. 3 https://doi.org/10.1109/MCSE.2010.142 http://doi.ieeecomputersociety.org/10.1109/MCSE.2010.142 db/journals/cse/cse13.html#SalvadeoMMLC11
Alexandre L. M. Levada Débora C. Corrêa An adaptive approach for contextual audio denoising using local Fisher information. 125-128 2011 ISCAS https://doi.org/10.1109/ISCAS.2011.5937517 conf/iscas/2011 db/conf/iscas/iscas2011.html#LevadaC11 Débora C. Corrêa Alexandre L. M. Levada Luciano da F. Costa Finding Community Structure in Music Genres Networks. 447-452 2011 ISMIR http://ismir2011.ismir.net/papers/PS3-16.pdf conf/ismir/2011 db/conf/ismir/ismir2011.html#CorreaLC11 Débora C. Corrêa Luciano da Fontoura Costa José Hiroki Saito Using Digraphs and a Second-Order Markovian Model for Rhythm Classification. 85-95 2010 CompleNet https://doi.org/10.1007/978-3-642-25501-4_9 conf/complenet/2010 db/conf/complenet/complenet2010.html#CorreaCS10 João P. Papa Alexandre X. Falcão Alexandre L. M. Levada Débora C. Corrêa Denis H. P. Salvadeo Nelson D. A. Mascarenhas Fast and accurate holistic face recognition using Optimum-Path Forest. 1-6 2009 DPS https://doi.org/10.1109/ICDSP.2009.5201217 conf/icdsp/2009 db/conf/icdsp/icdsp2009.html#PapaFLCSM09
Débora C. Corrêa José Hiroki Saito Luciano da F. Costa Musical Genres: Beating to the Rhythms of Different Drums http://arxiv.org/abs/0911.3842 2009 CoRR abs/0911.3842 db/journals/corr/corr0911.html#abs-0911-3842
Débora C. Corrêa Alexandre L. M. Levada José Hiroki Saito Stabilizing and Improving the Learning Speed of 2-Layered LSTM Network. 293-300 2008 CSE https://doi.org/10.1109/CSE.2008.32 https://doi.ieeecomputersociety.org/10.1109/CSE.2008.32 conf/cse/2008 db/conf/cse/cse2008.html#CorreaLS08 Débora C. Corrêa Alexandre L. M. Levada José Hiroki Saito Improving the Learning Speed in 2-Layered LSTM Network by Estimating the Configuration of Hidden Units and Optimizing Weights Initialization. 109-118 2008 ICANN (1) https://doi.org/10.1007/978-3-540-87536-9_12 conf/icann/2008-1 db/conf/icann/icann2008-1.html#CorreaLS08 Débora C. Corrêa Alexandre L. M. Levada José Hiroki Saito João F. Mari Neural network based systems for computer-aided musical composition: supervised x unsupervised learning. 1738-1742 2008 SAC https://doi.org/10.1145/1363686.1364101 conf/sac/2008 db/conf/sac/sac2008.html#CorreaLSM08 Shannon D. Algar Haris Aziz 0001 Jet Kye Chong Luciano da Fontoura CostaLuciano da F. Costa Renato Fabbri Alexandre X. Falcão Martha Dais Ferreira Tim French 0002 Moacir Fernandes de Godoy Thomas Jüngling Vilson Vieira da Silva Junior Alexandre L. M. Levada Thomas Lymburn Elbert E. N. Macau João F. Mari Nelson D. A. Mascarenhas Rodrigo Fernandes de Mello Jander Moreira Luis Gustavo Nonato Jorge Henrique Piazentin Ono Afonso Paiva 0001 João Paulo PapaJoão P. Papa Fernando Vieira Paulovich Antônio Carlos Silvano Pessotti Francisco Aparecido Rodrigues José Hiroki Saito Andres Eduardo Coca SalazarAndres E. Coca Denis H. P. Salvadeo Laurita dos Santos Fabio Sikansi Michael Small Thomas Stemler Eugene Tan Braden Thorne David M. Walker Ayham A. Zaitouny Liang Zhao 0001