Publicações

2020

  • Bezerra do Ó, I.J. ; RÊGO, THAIS G. ; FARIAS, SÁVIO T. . The structural proteome for the primordial glycolysis/gluconeogenesis. GENETICS AND MOLECULAR RESEARCH, v. 19, p. GMR18699, 2020.
  • RAMOS, THAÍS A. R. ; MARACAJA-COUTINHO, VINICIUS ; ORTEGA, J. MIGUEL ; DO RÊGO, THAÍS G. . CORAZON: a web server for data normalization and unsupervised clustering based on expression profiles. BMC RESEARCH NOTES, v. 13, p. 1-7, 2020.
  • DA SILVA, DIEGO R. B. ; ARAUJO, TIAGO MARITAN U. ; RÊGO, THAIS GAUDENCIO DO ; BRANDÃO, MANUELLA ASCHOFF CAVALCANTI . A Two-Stream Model Based on 3D Convolutional Neural Networks for the Recognition of Brazilian Sign Language in the Health Context. In: WebMedia ’20: Brazillian Symposium on Multimedia and the Web, 2020, São Luís Brazil. Proceedings of the Brazilian Symposium on Multimedia and the Web. New York: ACM, 2020. p. 5.
  • COUTINHO, V. M. M. S. ; MALHEIROS, Y . Detecção de Mensagens Homofóbicas em Português no Twitter usando Análise de Sentimentos. In: Brazilian Workshop on Social Network Analysis and Mining, 2020. Anais do IX Brazilian Workshop on Social Network Analysis and Mining, 2020. p. 1-12

2019

  • ANDRADE, A. E. B. ; RÊGO, T. G. Abordagem de Aprendizagem de Máquina para Predição de Polimorfismos de Nucleotídeo Único com Potencial Oncogênico. VII Semana de Biociências e Biotecnologia em Saúde, 2019.
  • BELAN, A. ; CAMARGO, M. V. Z. ; PEREIRA, M. ; ASSIS FILHO, J. O. ; SANTOS, A. ; VIEIRA, S. F. ; RÊGO, T. G. ; FORLENZA, O. Monitoring Oculomotor Behavior During a Visual Inference Language Test: Contribution of Eyetracking Technology. Convenção Nacional dos Departamentos Científicos da Academia Brasileira de Neurologia, 2019.
  • CORREIA, S. E. B. ; MALHEIROS, Y ; NASCIMENTO, A. M. ; GOUVEIA, V. V. Human Values Classification in Social Network UsingMachine Learning. In: Encontro Nacional de Inteligência Artificial e Computacional, 2019, Salvador. XVI Encontro Nacional de Inteligência Artificial e Computacional, 2019.
  • LIMA, D. F. L. ; SALVADOR NETO, A. S. ; SANTOS, E. N. ; ARAÚJO, T. M. U. ; RÊGO, T. G. Using Convolutional Neural Networks for Fingerspelling Sign Recognition in Brazilian Sign Language. XXV Simpósio Brasileiro de Sistemas Multimídia e Web, 2019.
  • LOPES, M. K. S. ; SILVA, C. ; LIMA, L. ; LIMA, D. F. L. ; COSTA, B. MAGALHÃES, D. ; RODRIGUES, D. S. B. ; RÊGO, T. G. ; PERNAMBUCO, L. ; SANTOS, A. A Deep Learning Approach to Detect Hyoid Bone in Ultrasound Exam. 8th Brazilian Conference on Intelligent Systems, 2019.
  • OLIVEIRA, C. C. M. ; RÊGO, T. G. ; LIMA, M. A. C. B. ; ARAÚJO, T. M. U. Analysis of Rule-Based Machine Translation and Neural Machine Translation Approaches for Translating Portuguese to LIBRAS. XXV Simpósio Brasileiro de Sistemas Multimídia e Web, 2019.
  • DE OLIVEIRA, L. H. R. ; RÊGO, T. G ; DINIZ, J. A. Previsão de Valores de Aquisições Governamentais: O Uso dos Conceitos de Data Science e Machine Learning. XIX USP International Conference in Accounting, 2019.
  • DA SILVA, D. R. B. ; RÊGO, T. G. ; FRASCAROLI, B. F. Sovereign Risk Ratings’ Country Classification Using Machine Learning. II Encontro Brasileiro de Data Science, 2019.
  • SILVA, E. P. ; MALHEIROS, Y ; NUNES, R. T. A. ; ANTUNES, I. L. ; RÊGO, T. G. Um Conjunto de Dados Extraído do Twitter para Análise de Sentimentos na Língua Portuguesa. Symposium in Information and Human Language Technology, 2019, Salvador. Symposium in Information and Human Language Technology, 2019.
  • VERÍSSIMO, V. ; SILVA. C. ; HANAEL, V. ; MORAES, C. ; COSTA, R. ; ARAÚJO, T. M. U. ; LIMA, M. A. C. B. ; RÊGO, T. G. A Study on the Use of Sequence-to-Sequence Neural Networks for Automatic Translation of Brazilian Portuguese to LIBRAS. XXV Simpósio Brasileiro de Sistemas Multimídia e Web, 2019.
  • VIEIRA, S. F. S. ; RÊGO, T. G. ; ALBUQUERQUE, J. ROCHA, T. G. Soccer Match Statistics Predictor Using Machine Learning. 14th Women in Machine Learning Workshop, 2019.
  • WANDERLEY, V. ; VILLETH, L. ; CAMPOS, V. P. ; ARAÚJO, T. M. U. ; RÊGO, T. G. Identification of Speechless Intervals in Audio Tracks using Convolutional Neural Networks. XXV Simpósio Brasileiro de Sistemas Multimídia e Web, 2019.
  • SOUZA, MARIA PRISCILA DA SILVA ; FILHO, TELMO DE MENEZES E SILVA ; AMARAL, GETULIO JOSÉ AMORIM DO ; SOUZA, RENATA MARIA CARDOSO RODRIGUES DE . Investigating different fitness criteria for swarm-based clustering. International Journal of Business Intelligence and Data Mining, v. 15, p. 117, 2019.
  • Yu Chen ; Telmo Silva Filho ; Ricardo B. Prudencio ; Tom Diethe ; Peter Flach . β3 -IRT: A New Item Response Model and its Applications. In: The 22nd International Conference on Artificial Intelligence and Statistics, 2019, Naha, Okinawa, Japan. Proceedings of The 22nd International Conference on Artificial Intelligence and Statistics, 2019. v. 89. p. 1013-1021.
  • Kull, Meelis ; Perello Nieto, Miquel ; Kängsepp, Markus ; Silva Filho, Telmo M. ; Song, Hao ; Flach, Peter . Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration. In: Neural Information Processing Systems 32 (NIPS 2019), 2019, Vancouver. Advances in Neural Information Processing Systems, 2019. v. 32. p. 12316-12326.