| SentiHealth-Cancer: a sentiment analysis tool to help detecting mood of patients in online social networks RG Rodrigues, RM das Dores, CG Camilo-Junior, TC Rosa International journal of medical informatics 85 (1), 80-95, 2016 | 120 | 2016 |
| An evolutionary approach for combining results of recommender systems techniques based on collaborative filtering EQ Da Silva, CG Camilo-Junior, LML Pascoal, TC Rosa Expert Systems with Applications 53, 204-218, 2016 | 92 | 2016 |
| 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 | 58 | 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 | 52 | 2021 |
| 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 | 37 | 2020 |
| A thorough evaluation of distance-based meta-features for automated text classification S Canuto, DX Sousa, MA Goncalves, TC Rosa IEEE Transactions on Knowledge and Data Engineering 30 (12), 2242-2256, 2018 | 31 | 2018 |
| SUNPLIN: Simulation with uncertainty for phylogenetic investigations WS Martins, WC Carmo, HJ Longo, TC Rosa, TF Rangel BMC bioinformatics 14 (1), 1-11, 2013 | 25 | 2013 |
| Risk-sensitive learning to rank with evolutionary multi-objective feature selection DX Sousa, S Canuto, MA Gonçalves, TC Rosa, WS Martins ACM Transactions on Information Systems (TOIS) 37 (2), 1-34, 2019 | 20 | 2019 |
| Incorporating risk-sensitiveness into feature selection for learning to rank DXD Sousa, SD Canuto, TC Rosa, WS Martins, MA Gonçalves Proceedings of the 25th ACM International on Conference on Information and …, 2016 | 19 | 2016 |
| On efficient meta-level features for effective text classification S Canuto, T Salles, MA Gonçalves, L Rocha, G Ramos, L Gonçalves, ... Proceedings of the 23rd ACM International Conference on Conference on …, 2014 | 19 | 2014 |
| An efficient and scalable metafeature-based document classification approach based on massively parallel computing S Canuto, M Gonçalves, W Santos, T Rosa, W Martins Proceedings of the 38th International ACM SIGIR Conference on Research and …, 2015 | 17 | 2015 |
| Similarity-based synthetic document representations for meta-feature generation in text classification S Canuto, T Salles, TC Rosa, MA Gonçalves Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 16 | 2019 |
| Exploiting semantic relationships for unsupervised expansion of sentiment lexicons F Viegas, MS Alvim, S Canuto, T Rosa, MA Gonçalves, L Rocha Information Systems 94, 101606, 2020 | 15 | 2020 |
| Extracting new metrics from version control system for the comparison of software developers MHD de Moura, HAD do Nascimento, TC Rosa 2014 Brazilian Symposium on Software Engineering, 41-50, 2014 | 15 | 2014 |
| Machine learning approach for automatic recognition of tomato-pollinating bees based on their buzzing-sounds AP Ribeiro, NFF da Silva, FN Mesquita, PCS Araújo, TC Rosa, ... PLoS computational biology 17 (9), e1009426, 2021 | 12 | 2021 |
| A taxonomy for sentiment analysis field R Rodrigues, CG Camilo-Junior, T Rosa International Journal of Web Information Systems 14 (2), 193-211, 2018 | 9 | 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 | 7 | 2023 |
| A social-evolutionary approach to compose a similarity function used on event recommendation LML Pascoal, CG Camilo, EQ da Silva, TC Rosa 2014 IEEE Congress on Evolutionary Computation (CEC), 1512-1519, 2014 | 7 | 2014 |
| Improving on-demand learning to rank through parallelism DX De Sousa, TC Rosa, WS Martins, R Silva, MA Gonçalves Web Information Systems Engineering-WISE 2012: 13th International Conference …, 2012 | 7 | 2012 |
| Sentiment analysis with genetic programming AB Junior, NFF da Silva, TC Rosa, CGC Junior Information Sciences 562, 116-135, 2021 | 6 | 2021 |
