• The University of Western Australia (M019), 35 Stirling Highway,

    6009 Perth

    Australia

  • 83 Citations
  • 5 h-Index
20102020

Research output per year

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Research Output

  • 83 Citations
  • 5 h-Index
  • 10 Conference paper
  • 10 Article
2020

Constrained Markov order surrogates

Corrêa, D. C., Moore, J. M., Jüngling, T. & Small, M., 1 May 2020, In : Physica D: Nonlinear Phenomena. 406, 132437.

Research output: Contribution to journalArticle

2019

Consistency in echo-state networks

Lymburn, T. M., Khor, A. J., Stemler, T., Correa, D., Small, M. & Jungling, T., 11 Feb 2019, In : Chaos: an interdisciplinary journal of nonlinear science. 29, 2, p. 1-9 9 p., 023118.

Research output: Contribution to journalArticle

Open Access
File
9 Citations (Scopus)
483 Downloads (Pure)

Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing

Jüngling, T., Lymburn, T., Stemler, T., Corrêa, D., Walker, D. & Small, M., 1 May 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 8702137. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
2 Citations (Scopus)
478 Downloads (Pure)

The reliability of recurrence network analysis is influenced by the observability properties of the recorded time series

Portes, L. L., Montanari, A. N., Correa, D. C., Small, M. & Aguirre, L. A., 1 Aug 2019, In : Chaos. 29, 8, 083101.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)
2018

Designing architectures of convolutional neural networks to solve practical problems

Ferreira, M. D., Corrêa, D. C., Nonato, L. G. & de Mello, R. F., 15 Mar 2018, In : Expert Systems with Applications. 94, p. 205-217 13 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)
Open Access
File
234 Downloads (Pure)

Is Bach's brain a Markov chain? Recurrence quantification to assess Markov order for short, symbolic, musical compositions

Moore, J. M., Corrêa, D. C. & Small, M., 1 Aug 2018, In : Chaos. 28, 8, 085715.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
510 Downloads (Pure)

On system behaviour using complex networks of a compression algorithm

Walker, D. M., Correa, D. C. & Small, M., 1 Jan 2018, In : Chaos. 28, 1, 013101.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
453 Downloads (Pure)
2016

A survey on symbolic data-based music genre classification

Correa, D. & Rodrigues, F. A., 2016, In : Expert Systems with Applications. 60, p. 190-210 21 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)

On Accuracy and Time Processing Evaluation of Cover Song Identification Systems

Ferreira, M. D., Correa, D., Grivet, M. A., dos Santos, G. T., de Mello, R. F. & Nonato, L. G., 1 Oct 2016, In : Journal of New Music Research. 45, 4, p. 333-342 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2015

Concentric RadViz: Visual Exploration of Multi-Task Classification

Piazentin Ono, J. H., Sikansi, F., Correa, D. C., Paulovich, F. V., Paiva, A. & Nonato, L. G., 2015, SIBGRAPI 2015: 28th Conference on Graphics, Patterns and Images. Oliveira, L. R., Apolinário Jr., A. L. & Lemes, R. P. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 165-172 8 p.

Research output: Chapter in Book/Conference paperConference paper

12 Citations (Scopus)

Similarity graph: visual exploration of song collections

Ono, J. H. P., Correa, D. C., Ferreira, M. D., de Mello, R. F. & Nonato, L. G., 2015, SIPGRAPI 2015: 28th Conference on Graphics, Patterns and Images . Oliveira, L. R., Apolinário Jr., A. L. & Lemes, R. P. (eds.). Los Alamitos, CA: IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paperConference paper

2013

Computer-aided music composition with LSTM neural network and chaotic inspiration

Coca, A. E., Correa, D. & Zhao, L., 2013, The 2013 International Joint Conference on Neural Networks (IJCNN). Angelov, P., Levine, D. & Apolloni, B. (eds.). IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paperConference paper

8 Citations (Scopus)
2012

A graph-based method for playlist generation

Correa, D., Levada, A. L. M. & Costa, L. D. F., 2012, Proceedings of the 9th International Symposium on Computer Music Modelling and Retrieval. Barthet, M. & Dixon, S. (eds.). England: Computer Music Modeling and Retrieval, p. 466-473

Research output: Chapter in Book/Conference paperConference paper

An investigation of music genres and their perceived expression based on melodic and rhythmic motifs

Correa, D., Perez-Reche, F. J. & Costa, L. D. F., 2012, Proceedings of the 9th International Symposium on Computer Music Modelling and Retrieval. Barthet, M. & Dixon, S. (eds.). Netherlands: Springer, p. 152-159

Research output: Chapter in Book/Conference paperConference paper

2011

An adaptive approach for contextual audio denoising using local Fisher information

Levada, A. L. M. & Correa, D. C., 2011, 2011 IEEE International Symposium of Circuits and Systems. Wang, A., Lee, H. & Rincón-Mor, G. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 125-128 4 p. 5937517

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Finding community structure in music genres networks

Correa, D., Costa, L. D. F. & Levada, A. L. M., 2011, 12th International Society for Music Information Retrieval Conference (ISMIR 2011). Klapuri, A. & Leider, C. (eds.). Unites States: University of Miami, p. 447-452

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

Using digraphs and a second-order Markovian model for rhythm classification

Correa, D., Costa, L. D. F. & Saito, J. H., 2011, Complex Networks: Second International Workshop, CompleNet 2010, Rio de Janeiro, Brazil, October 13-15, 2010, Revised Selected Papers. Costa, L. D. F., Evsukoff, A., Mangioni, G. & Menezes, R. (eds.). Berlin, Heidelberg: Springer, Vol. 116. p. 85-95 11 p. (Communications in Computer and Information Science).

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)
2010

Tracking the beat: classification of music genres and synthesis of rhythms

Correa, D., Costa, L. D. F. & Saito, J. H., 2010, 17th International Conference on Systems, Signals and Image Processing (IWSSIP 2010).

Research output: Chapter in Book/Conference paperConference paper