| 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 | 66 | 2019 |
| 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 | 60 | 2021 |
| A feature-oriented sentiment rating for mobile app reviews W Luiz, F Viegas, R Alencar, F Mourão, T Salles, D Carvalho, ... Proceedings of the 2018 world wide web conference, 1909-1918, 2018 | 60 | 2018 |
| 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 | 43 | 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 | 36 | 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 | 15 | 2018 |
| Please please me: does the presence of test cases influence mobile app users' satisfaction? VHS Durelli, RS Durelli, AT Endo, E Cirilo, W Luiz, L Rocha Proceedings of the XXXII Brazilian Symposium on Software Engineering, 132-141, 2018 | 12 | 2018 |
| A Comparative Survey of Instance Selection Methods applied to NonNeural and Transformer-Based Text Classification W Cunha, F Viegas, C França, T Rosa, L Rocha, MA Gonçalves ACM Computing Surveys, 2023 | 10 | 2023 |
| Stroke outcome measurements from electronic medical records: cross-sectional study on the effectiveness of neural and nonneural classifiers BS Zanotto, AP Beck da Silva Etges, A Dal Bosco, EG Cortes, R Ruschel, ... JMIR Medical Informatics 9 (11), e29120, 2021 | 5 | 2021 |
| " Keep it Simple, Lazy"--MetaLazy: A New MetaStrategy for Lazy Text Classification LF Mendes, M Gonçalves, W Cunha, L Rocha, T Couto-Rosa, W Martins Proceedings of the 29th ACM International Conference on Information …, 2020 | 5 | 2020 |
| An effective, efficient, and scalable confidence-based instance selection framework for transformer-based text classification W Cunha, C França, G Fonseca, L Rocha, MA Gonçalves Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 4 | 2023 |
| On the class separability of contextual embeddings representations–or “The classifier does not matter when the (text) representation is so good!” CMV de Andrade, FM Belém, W Cunha, C França, F Viegas, L Rocha, ... Information Processing & Management 60 (4), 103336, 2023 | 4 | 2023 |
| Evaluating topic modeling pre-processing pipelines for portuguese texts APDS Júnior, P Cecilio, F Viegas, W Cunha, ETD Albergaria, ... Proceedings of the Brazilian Symposium on Multimedia and the Web, 191-201, 2022 | 3 | 2022 |
| PCV50 Automatic Classification of Electronic Health Records for a Value-Based Program through Machine Learning B Zanotto, AP Etges, A Dal Bosco, EG Cortes, R Ruschel, SO Martins, ... Value in Health 24, S76, 2021 | 2 | 2021 |
| CluSent–Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts F Viegas, S Canuto, W Cunha, C França, C Valiense, L Rocha, ... Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 110-118, 2023 | | 2023 |
| Um framework para extração automática de informações em patentes farmacêuticas P Cecilio, A Pereira, F Viegas, J Rosa, W Cunha, F Testa, E Tuler, ... Anais Estendidos do XXIX Simpósio Brasileiro de Sistemas Multimídia e Web …, 2023 | | 2023 |
| Is it a work or leisure travel? Applying text classification to identify work-related travel on social networks L Félix, W Cunha, J Almeida NetMob 2023, 2023 | | 2023 |
| TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method W Cunha, C França, L Rocha, MA Gonçalves | | 2023 |
| Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis W Santos, W Cunha, C França, G Fonseca, S Canuto, L Rocha, ... Anais do XXXVIII Simpósio Brasileiro de Bancos de Dados, 408-413, 2023 | | 2023 |
| Extended pre-processing pipeline for text classification: on the role of meta-features, sparsification and selective sampling WLM da Cunha Universidade Federal de Minas Gerais, 2019 | | 2019 |
Leonardo Chaves Dutra da RochaProfessor of Computer Science, Federal University of São João Del ReiZweryfikowany adres z ufsj.edu.br
