Jonathan de Andrade Silva

Jonathan de Andrade Silva, Eduardo R. Hruschka: An experimental study on the use of nearest neighbor-based imputation algorithms for classification tasks. Data Knowl. Eng. 84: 47-58 (2013)

Jonathan de Andrade Silva, Eduardo R. Hruschka: Extending k-Means-Based Algorithms for Evolving Data Streams with Variable Number of Clusters. ICMLA (2) 2011: 14-19

Hemerson Pistori, Valguima Victoria Viana Aguiar Odakura, João Bosco Oliveira Monteiro, Wesley Nunes Gonçalves, Antonia Railda Roel, Jonathan de Andrade Silva, Bruno Brandoli Machado: Mice and larvae tracking using a particle filter with an auto-adjustable observation model. Pattern Recognition Letters 31(4): 337-346 (2010)

Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza, Kleber Padovani de Souza: Comparison of Shape Descriptors for Mice Behavior Recognition. CIARP 2010: 370-377

Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Odemir Martinez Bruno: A Rotation Invariant Face Recognition Method Based on Complex Network. CIARP 2010: 426-433

Jonathan de Andrade Silva, Eduardo R. Hruschka: An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks. HAIS 2009: 195-202

Jonathan de Andrade Silva, Eduardo R. Hruschka: EACImpute: An Evolutionary Algorithm for Clustering-Based Imputation. ISDA 2009: 1400-1406

Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza: Hidden Markov Models Applied to Snakes Behavior Identification. PSIVT 2007: 777-787

Wesley Nunes Gonçalves, João Bosco Oliveira Monteiro, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Valguima Odakura: Multiple Mice Tracking using a Combination of Particle Filter and K-Means. SIBGRAPI 2007: 173-178