Published in Arxiv, 2020
PEREIRA, G. T; SANTOS, M. R.; CARVALHO, A. C. P. L. F. Evaluating Meta-Feature Selection for the Algorithm Recommendation Problem. Arxiv. 2020.
Published in Nature Machine Intelligence, 2020
PEREIRA, G. T.; CARVALHO, A. C. P. L. F. Bringing robustness against adversarial attacks. Nature Machine Intelligence. 2020
Published in LatinX at NeurIPS, 2019
PEREIRA, G. T.; SANTOS, M. R.; ALCOBAÇA, E; MANTOVANI, R. G; CARVALHO, A. C. P. L. F. Transfer Learning for Algorithm Recommendation. In: LatinX in AI Research Workshop at Conference on Neural Information Processing Systems (NeurIPS). Vancouver, Canada. 2019.
Published in EPIA, 2019
PEREIRA, G. T.; GABRIEL, P. H. R.; CERRI, R. Hierarchical Classification of Transposable Elements with a Weighted Genetic Algorithm. In: EPIA Conference on Artificial Intelligence. Vila Real, Portugal. 2019.
Published in ENIAC, 2019
TONON, V. R.; DA SILVA, T. P.; FERREIRA, V.; PEREIRA, G. T.; REZENDE, S. O. Evaluating Vector Representations from User’s Reviews in a Recommendation Task. In: Encontro Nacional de Inteligência Artificial e Computacional (ENIAC). Salvador, Brazil. 2019.
Published in GECCO, 2019
PEREIRA, G. T.; GABRIEL, P. H. R.; CERRI, R. A Lexicographic Genetic Algorithm for Hierarchical Classification Rule Induction. In: The Genetic and Evolutionary Computation Conference (GECCO). Praga, Czech Republic. 2019.
Published in BRACIS, 2018
SANTOS, B. Z.; PEREIRA, G. T.; NAKANO, F. K.; CERRI, R. Strategies for Selection of Positive and Negative Instances in the Hierarchical Classification of Transposable Elements. In: 7th Brazilian Conference on Intelligent Systems (BRACIS). São Paulo, Brazil. 2018.
Published in JIDM, 2018
PEREIRA, G. T.; CERRI, R. Hierarchical and Non-Hierarchical Classification of Transposable Elements with a Genetic Algorithm. Journal of Information and Data Management (JIDM), v. 9, p. 163-178. 2018.
Published in CEC, 2018
PEREIRA, G. T.; SANTOS, B. Z.; CERRI, R. A Genetic Algorithm for Transposable Elements Hierarchical Classification Rule Induction. In: IEEE Congress on Evolutionary Computation (CEC). Rio de Janeiro, Brazil. 2018.
Published in KDMiLe, 2017
PEREIRA, G. T.; CERRI, R. Classificação Hierárquica e Não Hierárquica de Elementos Transponíveis. In: Symposium on Knowledge Discovery, Mining and Learning (KDMiLe). Uberlândia, Brazil. 2017.
Published in SIEPE, 2014
PEREIRA, G. T.; KEPLER, F. N. edX: A Smart Platform in Learning Management. In: VI International Teaching, Research and Extension Exhibition (SIEPE). Bagé, Brazil. 2014.
Published in CRICTE, 2014
PEREIRA, G. T.; CHERVINSKI, J. O. M.; CHEIRAN, J. F. P. Inclusive Social Games: Evaluation of Accessibility in Facebook Games. In: Regional Congress of Scientific and Technological Initiation in Engineering (CRICTE). Alegrete, Brazil. 2014.