Debora Correa


  • The University of Western Australia (M017), 35 Stirling Highway,

    6009 Crawley


  • 20 Citations
  • 3 h-Index
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Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 7 Similar Profiles
Computer music Engineering & Materials Science
Complex networks Engineering & Materials Science
Information retrieval Engineering & Materials Science
Neural networks Engineering & Materials Science
Chaotic systems Engineering & Materials Science
Clustering algorithms Engineering & Materials Science
Time series Engineering & Materials Science
Markov processes Engineering & Materials Science

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Research Output 2010 2018

  • 20 Citations
  • 3 h-Index
  • 9 Conference paper
  • 4 Article
1 Citations

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

Neural networks
Network architecture
Learning algorithms

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
Complex networks
Complex Networks
Time series
5 Citations

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

Information retrieval
Learning systems
Computer science
Learning algorithms
1 Citations

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

Music Information Retrieval
3 Citations

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/Report/Conference proceedingConference paper