| G-dbscan: A gpu accelerated algorithm for density-based clustering G Andrade, G Ramos, D Madeira, R Sachetto, R Ferreira, L Rocha Procedia Computer Science 18, 369-378, 2013 | 192 | 2013 |
| Word co-occurrence features for text classification F Figueiredo, L Rocha, T Couto, T Salles, MA Gonçalves, W Meira Jr Information Systems 36 (5), 843-858, 2011 | 165 | 2011 |
| A framework for migrating relational datasets to NoSQL L Rocha, F Vale, E Cirilo, D Barbosa, F Mourão Procedia Computer Science 51, 2593-2602, 2015 | 110 | 2015 |
| A characterization of broadband user behavior and their e-business activities HT Marques Neto, JM Almeida, LCD Rocha, W Meira, PHC Guerra, ... ACM SIGMETRICS Performance Evaluation Review 32 (3), 3-13, 2004 | 103 | 2004 |
| A genetic programming approach for feature selection in highly dimensional skewed data F Viegas, L Rocha, M Gonçalves, F Mourão, G Sá, T Salles, G Andrade, ... Neurocomputing 273, 554-569, 2018 | 97 | 2018 |
| Partial discharge signal denoising with spatially adaptive wavelet thresholding and support vector machines H de Oliveira Mota, LCD da Rocha, TC de Moura Salles, FH Vasconcelos Electric Power Systems Research 81 (2), 644-659, 2011 | 91 | 2011 |
| 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 |
| Improving random forests by neighborhood projection for effective text classification T Salles, M Gonçalves, V Rodrigues, L Rocha Information Systems 77, 1-21, 2018 | 75 | 2018 |
| 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 | 74 | 2018 |
| Multi-armed bandits in recommendation systems: A survey of the state-of-the-art and future directions N Silva, H Werneck, T Silva, ACM Pereira, L Rocha Expert Systems with Applications 197, 116669, 2022 | 73 | 2022 |
| The pure cold-start problem: A deep study about how to conquer first-time users in recommendations domains N Silva, D Carvalho, ACM Pereira, F Mourão, L Rocha Information Systems 80, 1-12, 2019 | 62 | 2019 |
| Understanding temporal aspects in document classification F Mourao, L Rocha, R Araújo, T Couto, M Gonçalves, W Meira Jr Proceedings of the 2008 International Conference on Web Search and Data …, 2008 | 60 | 2008 |
| Educação em saúde: estratégia de promoção da qualidade de vida na terceira idade M Costa, L Rocha, S Oliveira Revista Lusófona de Educação 22 (22), 2012 | 57 | 2012 |
| 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 |
| Temporally-aware algorithms for document classification T Salles, L Rocha, GL Pappa, F Mourão, W Meira Jr, M Gonçalves Proceedings of the 33rd international ACM SIGIR conference on Research and …, 2010 | 52 | 2010 |
| 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 |
| Exploiting temporal contexts in text classification L Rocha, F Mourão, A Pereira, MA Gonçalves, W Meira Jr Proceedings of the 17th ACM conference on Information and knowledge …, 2008 | 43 | 2008 |
| Do students know the physical activity recommendations for health promotion? A Marques, J Martins, H Sarmento, L Rocha, FC da Costa Journal of Physical Activity and Health 12 (2), 253-256, 2015 | 42 | 2015 |
| A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification W Cunha, F Viegas, C França, T Rosa, L Rocha, MA Gonçalves ACM Computing Surveys 55 (13s), 1-52, 2023 | 36 | 2023 |
