Prof. Ricardo Torres recent published papers

The list below highlights some recent publication of Prof. Ricardo Torres and his research team from the last two years. Enjoy!

  1. Werneck, R. O. ; Almeida, W. ; Stein, B. ; Pazinato, D. ; Mendes, P. R. ; Penatti, O. A. B. ; Rocha, A. ; Torres, R. da S. . Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments. Future Generation Computer Systems-The International Journal of eScience, v. 78, p. 59-76, 2018.
  2. Silva, F. B. ; Werneck, R. O. ; Goldenstein, S. K. ; Tabbone, S. ; Torres, R. da S. . Graph-based Bag-of-Words for Classification. PATTERN RECOGNITION, v. 74, p. 266-285, 2018.
  3. Pereira, L. A.M. ; Torres, R. da S. . Semi-Supervised Transfer Subspace for Domain Adaptation. PATTERN RECOGNITION, v. 75, p. 235-249, 2018.
  4. Neira, M. A. C. ; Mendes Junior, P. R. ; Rocha, A. ; Torres, R. da S. . Data-Fusion Techniques for Open-set Recognition Problems. IEEE Access, v. 6, p. 21242-21265, 2018.
  5. Esmael, A. ; Santos, J. A. ; Torres, R. da S. . On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. MULTIMEDIA TOOLS AND APPLICATIONS, v. 77, p. 24565-24592, 2018.
  6. Mariano, G. C. ; Staggemeier, V. G. ; Morellato, L. P. C. ; Torres, R. da S. . Multivariate cyclical data visualization using radial visual rhythms: A case study in phenology analysis. Ecological Informatics, v. 46, p. 19-35, 2018.
  7. Nogueira, K. ; Fadel, S. G. ; Dourado, I. C. ; Werneck, R. O. ; Muñoz, J. M. ; Penatti, O. A. B. ; Calumby, R. T. ; Li, L. T. ; Santos, J. A. ; TORRES, R. da Silva . Exploiting ConvNet Diversity for Flooding Identification. IEEE Geoscience and Remote Sensing Letters, v. 15, p. 1446-1450, 2018.
  8. Calumby, R. T. ; Gonçalves, M. A. ; Torres, R. da S. . Diversity-based Interactive Learning meets Multimodality. NEUROCOMPUTING, v. 259, p. 159-175, 2017.
  9. Pisani, F. ; Pedronette, D. C. G. ; Torres, R. da S. ; Borin, E. . Contextual Spaces Re-Ranking: accelerating the Re-sort Ranked Lists step on heterogeneous systems. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 29, p. e3962, 2017.
  10. Santos, J. M. ; Moura, E. S. ; Silva, A. S. ; Torres, R. da S. . Color and texture applied to a signature-based bag of visual words method for image retrieval. MULTIMEDIA TOOLS AND APPLICATIONS, v. 76, p. 16855-16872, 2017.
  11. Mendes Junior, P. R. ; de Souza, R. M. ; Werneck, R. de O. ; Stein, B. V. ; Pazinato, D. V. ; de Almeida, W. R. ; Penatti, O. A. B. ; Torres, R. da S. ; Rocha, A. . Nearest neighbors distance ratio open-set classifier. MACHINE LEARNING, v. 106, p. 359-386, 2017.
  12. Pedronette, D. C. G. ; Torres, R. da S. . Unsupervised Rank Diffusion for Content-Based Image Retrieval. NEUROCOMPUTING, v. 260, p. 478-489, 2017.
  13. Almeida, A. E. ; Torres, R. da S. . Remote Sensing Image Classification Using Genetic-Programming-Based Time Series Similarity Functions. IEEE Geoscience and Remote Sensing Letters, v. 14, p. 1499-1503, 2017.
  14. Alberton, B. ; Torres, R. da Silva ; Cancian, L. ; Borges, B. D. ; Almeida, J. G. A. ; Mariano, G. ; Santos, J. A. ; Morellato, L. P. C. . Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation. Perspectives in Ecology and Conservation, v. 15, p. 82-90, 2017.
  15. Moura, F. A. ; Marche, A. L. ; Caetano, F. G. ; Torres, R. da S. ; Martins, L. E. B. ; Cunha, S. . Analysis of high-intensity efforts of Brazilian professional soccer players. Human Movement, v. 0, p. 3-10, 2017.
Advertisements
This entry was posted in blog, publications, science and tagged , , . Bookmark the permalink.

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google photo

You are commenting using your Google account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s