Provider: Schloss Dagstuhl - Leibniz Center for Informatics
Database: dblp computer science bibliography
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TY - JOUR
ID - DBLP:journals/tnse/TanCSS24
AU - Tan, Eugene
AU - Corrêa, Débora C.
AU - Stemler, Thomas
AU - Small, Michael
TI - A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical Networks.
JO - IEEE Trans. Netw. Sci. Eng.
VL - 11
IS - 1
SP - 613
EP - 624
PY - 2024//
DO - 10.1109/TNSE.2023.3302863
UR - https://doi.org/10.1109/TNSE.2023.3302863
ER -
TY - JOUR
ID - DBLP:journals/compnet/WalkerC23
AU - Walker, David M.
AU - Corrêa, Débora C.
TI - Network of compression networks to extract useful information from multivariate time series.
JO - J. Complex Networks
VL - 11
IS - 3
PY - 2023/04/
DO - 10.1093/COMNET/CNAD018
UR - https://doi.org/10.1093/comnet/cnad018
ER -
TY - JOUR
ID - DBLP:journals/eswa/WalkerCA23
AU - Walker, David M.
AU - Corrêa, Débora C.
AU - Algar, Shannon D.
TI - Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenance.
JO - Expert Syst. Appl.
VL - 211
SP - 118586
PY - 2023//
DO - 10.1016/J.ESWA.2022.118586
UR - https://doi.org/10.1016/j.eswa.2022.118586
ER -
TY - JOUR
ID - DBLP:journals/mbec/SantosCWGMS22
AU - Santos, Laurita dos
AU - Corrêa, Débora C.
AU - Walker, David M.
AU - Godoy, Moacir Fernandes de
AU - Macau, Elbert E. N.
AU - Small, Michael
TI - Characterisation of neonatal cardiac dynamics using ordinal partition network.
JO - Medical Biol. Eng. Comput.
VL - 60
IS - 3
SP - 829
EP - 842
PY - 2022//
DO - 10.1007/S11517-021-02481-0
UR - https://doi.org/10.1007/s11517-021-02481-0
UR - https://www.wikidata.org/entity/Q113324145
ER -
TY - CPAPER
ID - DBLP:conf/ausai/ChongC22
AU - Chong, Jet Kye
AU - Corrêa, Débora C.
TI - Predicting Marimba Stickings Using Long Short-Term Memory Neural Networks.
BT - AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings
SP - 339
EP - 352
PY - 2022//
DO - 10.1007/978-3-031-22695-3_24
UR - https://doi.org/10.1007/978-3-031-22695-3_24
ER -
TY - CPAPER
ID - DBLP:conf/ausai/ThorneJSCZ22
AU - Thorne, Braden
AU - Jüngling, Thomas
AU - Small, Michael
AU - Corrêa, Débora C.
AU - Zaitouny, Ayham A.
TI - A Novel Approach to Time Series Complexity via Reservoir Computing.
BT - AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings
SP - 442
EP - 455
PY - 2022//
DO - 10.1007/978-3-031-22695-3_31
UR - https://doi.org/10.1007/978-3-031-22695-3_31
ER -
TY - CPAPER
ID - DBLP:conf/ausai/TanCSS22
AU - Tan, Eugene
AU - Corrêa, Débora C.
AU - Stemler, Thomas
AU - Small, Michael
TI - Machine Learning Inspired Fault Detection of Dynamical Networks.
BT - AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings
SP - 470
EP - 483
PY - 2022//
DO - 10.1007/978-3-031-22695-3_33
UR - https://doi.org/10.1007/978-3-031-22695-3_33
ER -
TY - CONF
ID - DBLP:conf/ausai/2022a
ED - Aziz, Haris
ED - Corrêa, Débora C.
ED - French, Tim
TI - AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings
T3 - Lecture Notes in Computer Science
VL - 13728
PY - 2022//
PB - Springer
DO - 10.1007/978-3-031-22695-3
UR - https://doi.org/10.1007/978-3-031-22695-3
SN - ISBN 978-3-031-22694-6
SN - ISBN 978-3-031-22695-3
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2207-03093
AU - Tan, Eugene
AU - Corrêa, Débora C.
AU - Stemler, Thomas
AU - Small, Michael
TI - Backpropagation on Dynamical Networks.
JO - CoRR
VL - abs/2207.03093
PY - 2022//
DO - 10.48550/ARXIV.2207.03093
UR - https://doi.org/10.48550/arXiv.2207.03093
ER -
TY - JOUR
ID - DBLP:journals/eswa/WalkerZC21
AU - Walker, David M.
AU - Zaitouny, Ayham A.
AU - Corrêa, Débora C.
TI - On using the modularity of recurrence network communities to detect change-point behaviour.
JO - Expert Syst. Appl.
VL - 176
SP - 114837
PY - 2021//
DO - 10.1016/J.ESWA.2021.114837
UR - https://doi.org/10.1016/j.eswa.2021.114837
ER -
TY - CPAPER
ID - DBLP:conf/iscas/JunglingLSCWS19
AU - Jüngling, Thomas
AU - Lymburn, Thomas
AU - Stemler, Thomas
AU - Corrêa, Débora C.
AU - Walker, David M.
AU - Small, Michael
TI - Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing.
BT - IEEE International Symposium on Circuits and Systems, ISCAS 2019, Sapporo, Japan, May 26-29, 2019
SP - 1
EP - 5
PY - 2019//
DO - 10.1109/ISCAS.2019.8702137
UR - https://doi.org/10.1109/ISCAS.2019.8702137
ER -
TY - JOUR
ID - DBLP:journals/eswa/FerreiraCNM18
AU - Ferreira, Martha Dais
AU - Corrêa, Débora Cristina
AU - Nonato, Luis Gustavo
AU - Mello, Rodrigo Fernandes de
TI - Designing architectures of convolutional neural networks to solve practical problems.
JO - Expert Syst. Appl.
VL - 94
SP - 205
EP - 217
PY - 2018//
DO - 10.1016/J.ESWA.2017.10.052
UR - https://doi.org/10.1016/j.eswa.2017.10.052
ER -
TY - JOUR
ID - DBLP:journals/ijbc/CorreaWS18
AU - Corrêa, Débora C.
AU - Walker, David M.
AU - Small, Michael
TI - Detecting Determinism in Time Series with Complex Networks Constructed Using a Compression Algorithm.
JO - Int. J. Bifurc. Chaos
VL - 28
IS - 13
SP - 1850165:1
EP - 1850165:13
PY - 2018//
DO - 10.1142/S0218127418501651
UR - https://doi.org/10.1142/S0218127418501651
UR - https://www.wikidata.org/entity/Q111519460
ER -
TY - JOUR
ID - DBLP:journals/eswa/CorreaR16
AU - Corrêa, Débora C.
AU - Rodrigues, Francisco Aparecido
TI - A survey on symbolic data-based music genre classification.
JO - Expert Syst. Appl.
VL - 60
SP - 190
EP - 210
PY - 2016//
DO - 10.1016/J.ESWA.2016.04.008
UR - https://doi.org/10.1016/j.eswa.2016.04.008
ER -
TY - CPAPER
ID - DBLP:conf/sibgrapi/OnoSCPPN15
AU - Ono, Jorge Henrique Piazentin
AU - Sikansi, Fabio
AU - Corrêa, Débora Cristina
AU - Paulovich, Fernando Vieira
AU - Paiva, Afonso
AU - Nonato, Luis Gustavo
TI - Concentric RadViz: Visual Exploration of Multi-task Classification.
BT - 28th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2015, Salvador, Bahia, Brazil, August 26-29, 2015
SP - 165
EP - 172
PY - 2015//
DO - 10.1109/SIBGRAPI.2015.38
UR - https://doi.org/10.1109/SIBGRAPI.2015.38
UR - https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2015.38
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/FabbriJPC14
AU - Fabbri, Renato
AU - Junior, Vilson Vieira da Silva
AU - Pessotti, Antônio Carlos Silvano
AU - Corrêa, Débora Cristina
TI - Psychophysics of musical elements in the discrete-time representation of sound.
JO - CoRR
VL - abs/1412.6853
PY - 2014//
UR - http://arxiv.org/abs/1412.6853
ER -
TY - CPAPER
ID - DBLP:conf/ijcnn/CocaCZ13
AU - Coca, Andres E.
AU - Corrêa, Débora C.
AU - Zhao, Liang
TI - Computer-aided music composition with LSTM neural network and chaotic inspiration.
BT - The 2013 International Joint Conference on Neural Networks, IJCNN 2013, Dallas, TX, USA, August 4-9, 2013
SP - 1
EP - 7
PY - 2013//
DO - 10.1109/IJCNN.2013.6706747
UR - https://doi.org/10.1109/IJCNN.2013.6706747
ER -
TY - JOUR
ID - DBLP:journals/cse/SalvadeoMMLC11
AU - Salvadeo, Denis H. P.
AU - Mascarenhas, Nelson D. A.
AU - Moreira, Jander
AU - Levada, Alexandre L. M.
AU - Corrêa, Débora C.
TI - Improving Face Recognition Performance Using RBPCA MaxLike and Information Fusion.
JO - Comput. Sci. Eng.
VL - 13
IS - 3
SP - 14
EP - 21
PY - 2011//
DO - 10.1109/MCSE.2010.142
UR - https://doi.org/10.1109/MCSE.2010.142
UR - http://doi.ieeecomputersociety.org/10.1109/MCSE.2010.142
ER -
TY - CPAPER
ID - DBLP:conf/iscas/LevadaC11
AU - Levada, Alexandre L. M.
AU - Corrêa, Débora C.
TI - An adaptive approach for contextual audio denoising using local Fisher information.
BT - International Symposium on Circuits and Systems (ISCAS 2011), May 15-19 2011, Rio de Janeiro, Brazil
SP - 125
EP - 128
PY - 2011//
DO - 10.1109/ISCAS.2011.5937517
UR - https://doi.org/10.1109/ISCAS.2011.5937517
ER -
TY - CPAPER
ID - DBLP:conf/ismir/CorreaLC11
AU - Corrêa, Débora C.
AU - Levada, Alexandre L. M.
AU - Costa, Luciano da F.
TI - Finding Community Structure in Music Genres Networks.
BT - Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011
SP - 447
EP - 452
PY - 2011//
UR - http://ismir2011.ismir.net/papers/PS3-16.pdf
ER -
TY - CPAPER
ID - DBLP:conf/complenet/CorreaCS10
AU - Corrêa, Débora C.
AU - Costa, Luciano da Fontoura
AU - Saito, José Hiroki
TI - Using Digraphs and a Second-Order Markovian Model for Rhythm Classification.
BT - Complex Networks - Second International Workshop, CompleNet 2010, Rio de Janeiro, Brazil, October 13-15, 2010, Revised Selected Papers
SP - 85
EP - 95
PY - 2010//
DO - 10.1007/978-3-642-25501-4_9
UR - https://doi.org/10.1007/978-3-642-25501-4_9
ER -
TY - CPAPER
ID - DBLP:conf/icdsp/PapaFLCSM09
AU - Papa, João P.
AU - Falcão, Alexandre X.
AU - Levada, Alexandre L. M.
AU - Corrêa, Débora C.
AU - Salvadeo, Denis H. P.
AU - Mascarenhas, Nelson D. A.
TI - Fast and accurate holistic face recognition using Optimum-Path Forest.
BT - 16th International Conference on Digital Signal Processing, DSP 2009, Santorini, Greece, July 5-7, 2009
SP - 1
EP - 6
PY - 2009//
DO - 10.1109/ICDSP.2009.5201217
UR - https://doi.org/10.1109/ICDSP.2009.5201217
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-0911-3842
AU - Corrêa, Débora C.
AU - Saito, José Hiroki
AU - Costa, Luciano da F.
TI - Musical Genres: Beating to the Rhythms of Different Drums
JO - CoRR
VL - abs/0911.3842
PY - 2009//
UR - http://arxiv.org/abs/0911.3842
ER -
TY - CPAPER
ID - DBLP:conf/cse/CorreaLS08
AU - Corrêa, Débora C.
AU - Levada, Alexandre L. M.
AU - Saito, José Hiroki
TI - Stabilizing and Improving the Learning Speed of 2-Layered LSTM Network.
BT - Proceedings of the 11th IEEE International Conference on Computational Science and Engineering, CSE 2008, São Paulo, SP, Brazil, July 16-18, 2008
SP - 293
EP - 300
PY - 2008//
DO - 10.1109/CSE.2008.32
UR - https://doi.org/10.1109/CSE.2008.32
UR - https://doi.ieeecomputersociety.org/10.1109/CSE.2008.32
ER -
TY - CPAPER
ID - DBLP:conf/icann/CorreaLS08
AU - Corrêa, Débora C.
AU - Levada, Alexandre L. M.
AU - Saito, José Hiroki
TI - Improving the Learning Speed in 2-Layered LSTM Network by Estimating the Configuration of Hidden Units and Optimizing Weights Initialization.
BT - Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part I
SP - 109
EP - 118
PY - 2008//
DO - 10.1007/978-3-540-87536-9_12
UR - https://doi.org/10.1007/978-3-540-87536-9_12
ER -
TY - CPAPER
ID - DBLP:conf/sac/CorreaLSM08
AU - Corrêa, Débora C.
AU - Levada, Alexandre L. M.
AU - Saito, José Hiroki
AU - Mari, João F.
TI - Neural network based systems for computer-aided musical composition: supervised x unsupervised learning.
BT - Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008
SP - 1738
EP - 1742
PY - 2008//
DO - 10.1145/1363686.1364101
UR - https://doi.org/10.1145/1363686.1364101
ER -
