| On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study W Cunha, V Mangaravite, C Gomes, S Canuto, E Resende, C Nascimento, ... Information Processing & Management 58 (3), 102481, 2021 | 86 | 2021 |
| CluWords: exploiting semantic word clustering representation for enhanced topic modeling F Viegas, S Canuto, C Gomes, W Luiz, T Rosa, S Ribas, L Rocha, ... Proceedings of the twelfth ACM international conference on web search and …, 2019 | 78 | 2019 |
| Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling W Cunha, S Canuto, F Viegas, T Salles, C Gomes, V Mangaravite, ... Information Processing & Management 57 (4), 102263, 2020 | 55 | 2020 |
| Cluhtm-semantic hierarchical topic modeling based on cluwords F Viegas, W Cunha, C Gomes, A Pereira, L Rocha, M Goncalves Proceedings of the 58th annual meeting of the association for computational …, 2020 | 47 | 2020 |
| Semantically-enhanced topic modeling F Viegas, W Luiz, C Gomes, A Khatibi, S Canuto, F Mourão, T Salles, ... Proceedings of the 27th ACM international conference on information and …, 2018 | 21 | 2018 |
| On the cost-effectiveness of stacking of neural and non-neural methods for text classification: scenarios and performance prediction C Gomes, M Goncalves, L Rocha, S Canuto Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021 | 10 | 2021 |
| Combining data mining techniques to enhance cardiac arrhythmia detection C Gomes, A Cardoso, T Silveira, D Dias, E Tuler, R Ferreira, L Rocha Computational Science–ICCS 2018: 18th International Conference, Wuxi, China …, 2018 | 5 | 2018 |
| CluWords: Explorando Clusters Semânticos entre Palavras para Aprimorar Modelagem de Tópicos CRF Gomes, FAR Viegas, WLM da Cunha, LCD da Rocha Revista Eletrônica de Iniciação Científica em Computação 17 (2), 2019 | 1 | 2019 |
| Combinando Técnicas de Mineração de Dados para Melhorar o Processo de Detecção Automática de Arritmia Cardíaca C Gomes, L Rocha Revista Eletrônica de Iniciação Científica em Computação 16 (3), 2018 | | 2018 |
Leonardo Chaves Dutra da RochaProfessor of Computer Science, Federal University of São João Del ReiVerified email at ufsj.edu.br
