Publications

Published or Accepted Journal Articles

  1. Fabio Giuliano Caetano, Vitor Panula da Silva, Ricardo da Silva Torres, Ricardo de Oliveira Anido, Sergio Augusto Cunha, and Felipe Arruda Moura. Analysis of match dynamics of different soccer competition levels based on the player dyads. Journal of Human Kinetics, 2019. PDF link BibTex
  2. Robbie S. Wilson, Nicholas M. A. Smith, Paulo Roberto Pereira Santiago, Thiago Camata, Solange de Paula Ramos, Fabio Giuliano Caetano, Sergio Augusto Cunha, Ana Paula Sandes de Souza, and Felipe Arruda Moura. Predicting the defensive performance of individual players in one vs. one soccer games. PLOS ONE, 13(12):1–13, 12 2019. DOI link BibTex
  3. Daniele C. Uchoa Maia Rodrigues, Felipe A. Moura, Sergio Augusto Cunha, and Ricardo da S. Torres. Graph visual rhythms in temporal network analyses. Graphical Models, 103:101021, 2019. ISSN 1524- 0703. DOI link BibTex
  4. LH Palucci Vieira, R Aquino, FA Moura, RML Barros, VM Arpini, Oliveira LP, BLS Bedo, and Santiago PRP. Team dynamics, running, and skill-related performances of Brazilian U11 to professional soccer players during official matches. Journal of Strength and Conditioning Research, 2018. DOI link BibTex
  5. Vanessa H. Pereira, Claudio A. Gobatto, Theodore G. Lewis, Luiz F. P. Ribeiro, Wladimir R. Beck, dos Ivan G. M. dos Reis, Filipe A. B. Sousa, and Fúlvia B. Machado-Gobatto. Computational and complex network modeling for analysis of sprinter athletes’ performance in track field tests. Frontiers in Physiology, 9:843, 2018. ISSN 1664-042X. DOI link BibTex
  6. Manuel A. Córdova Neira, Pedro Ribeiro Mendes Júnior, Anderson Rocha, and Ricardo da Silva Torres. Data-fusion techniques for open-set recognition problems. IEEE Access, 6:21242–21265, 2018. DOI link BibTex
  7. Felipe Arruda Moura, Ana Lorena Marche, Fabio Giuliano Caetano, Ricardo Da Silva Torres, Luiz Eduardo Barreto Martins, and Sergio Augusto Cunha. Analysis of high-intensity efforts in Brazilian professional soccer players. Human Movement, 18(5):55 – 62, 2017. PDF link BibTex
  8. Greice C. Mariano, Vanessa G. Staggemeier, Leonor Patricia Cerdeira Morellato, and Ricardo da S. Torres. Multivariate cyclical data visualization using radial visual rhythms: A case study in phenology analysis. Ecological Informatics, 46:19 – 35, July 2018. ISSN 1574-9541. DOI link BibTex
  9. Agnaldo Aparecido Esmael, Jefersson Alex dos Santos, and Ricardo da Silva Torres. On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. Multimedia Tools and Applications, 77(19):24565–24592, Oct 2018. ISSN 1573-7721. DOI link BibTex
  10. Murilo José de Oliveira Bueno, Fabio Giuliano Caetano, Michelle Kaori Yonezawa, André Santana Grella, Sergio Augusto Cunha, and Felipe Arruda Moura. How do futsal players of different categories play during official matches? a tactical approach to players’ organization on the court from positional data. PLOS ONE, 13(6):1–13, 06 2018. DOI link BibTex
  11. Taisa Belli, Denise Vaz Macedo, Gustavo Gomes de Araújo, Ivan Gustavo Masselli dos Reis, Pedro Paulo Menezes Scariot, Fernanda Lorenzi Lazarim, Lázaro Alessandro Soares Nunes, René Brenzikofer, and Claudio Alexandre Gobatto. Mountain ultramarathon induces early increases of muscle damage, inflammation, and risk for acute renal injury. Frontiers in Physiology, 9:1368, 2018. ISSN 1664-042X. DOI link BibTex
  12. Vinicius Machado, Roger Leite, Felipe Moura, Sergio Cunha, Filip Sadlo, and Jo ao L.D. Comba. Visual soccer match analysis using spatiotemporal positions of players. Computers & Graphics, 68:84 – 95, 2017. ISSN 0097-8493. DOI link BibTex

Published or Accepted Book Chapters

  1. Juliane Cristina Leme, Ricardo da Silva Torres, Mário Hebling Campos, and Felipe Arruda Moura. Novas Tecnologias Aplicadas à Saúde: Desenvolvimento de Sistemas Dinâmicos - Conceitos, Aplicações, Utilização de Técnicas Inteligentes e Regulação, chapter Análise do movimento durante corrida em mulheres: uma abordagem interdisciplinar para a avaliação de materiais esportivos, pages 173–198. Editora Universitária da Universidade do Estado do Rio Grande do Norte (Edições UERN), 2019. PDF link BibTex

Papers Published in Conference Proceedings

  1. Elisangela Silva Santos, Bruna Alberton, Leonor Patricia Morellato, and Ricardo da Silva Torres. An information retrieval approach for large-scale time series retrieval. In IEEE International Geoscience and Remote Sensing Symposium, 2019.
  2. Ícaro Cavalcante Dourado, Salvatore Tabbone, and Ricardo da Silva Torres. Event prediction based on unsupervised graph-based rank-fusion models. In Graph-Based Representations in Pattern Recognition – 12th IAPR-TC-15 International Workshop (GbRPR 2019), pages 88–98, Tours, France, 2019b. DOI link BibTex
  3. Samuel Fadel and Ricardo da Silva Torres. Link prediction in dynamic graphs for recommendation. In Workshop on Relational Representation Learning (R2L),Thirty-second Conference on Neural Information Processing Systems (NIPS), pages 1–5, Montreal, Canada, 2018. ArXiv link BibTex
  4. Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, and Ricardo da Silva Torres. Learning cost functions for graph matching. In Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR Proceedings, pages 345–354, Beijing, China, August 17-19 2018b. DOI link BibTex
  5. Rafael de Oliveira Werneck, Icaro C. Dourado, Samuel Fadel, Salvatore Tabbone, and Ricardo da S. Torres. Graph-based early-fusion for flood detection. In 25th IEEE International Conference on Image Processing (ICIP), pages 1048–1052, Oct 2018a. DOI link BibTex

Articles Submitted to Journals or In Preparation

  1. Daniel Pedronette and Ricardo da Silva Torres. A bfs-tree of ranking references for unsupervised manifold learning. Pattern Recognition, 2018
  2. Javier Vargas Muñoz, Marcos André Gonçalves, Zanoni Dias, and Ricardo da Silva Torres. Learning to aggregate rankings. Multimedia Tools and Applications, 2019
  3. Javier Vargas Muñoz, Marcos André Gonçalves, Zanoni Dias, and Ricardo da Silva Torres. Hierarchical clustering-based graphs for large scale approximate nearest neighbor search. Pattern Recognition, 2018
  4. Daniele Maia Uchoa Rodrigues, Felipe Arruda Moura, Sergio Augusto Cunha, and Ricardo da Silva Torres. Soccer analysis based on spatio-temporal opponent-aware complex network. Human Movement, 2018
  5. F.R. Goes, L.A. Meerhoff, M.J. de Oliveira Bueno, D.M. Rodrigues, M.S. Brink, M.T. Elferink-Gemser, A.J. Knobbe, F. Moura, and K.A.P.M. Lemmink. Data-driven scientific tactical behaviour analysis in elite football with positional tracking data: A systematic review. TBD, 2018

Thesis

  1. Daniele Cristina Uchôa Maia Rodrigues. Complex Network Measurements in Graph-based Spatio-Temporal Soccer Match Analysis. PhD thesis, Institute of Computing, University of Campinas, 2017. PDF link
  2. Greice Mariano. Visualization of Cyclical Temporal Patterns in Phenology Studies. PhD thesis, Institute of Computing, University of Campinas, 2018. PDF link