| Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA K Garcia, L Berton Applied soft computing 101, 107057, 2021 | 363 | 2021 |
| A multi-centrality index for graph-based keyword extraction DA Vega-Oliveros, PS Gomes, EE Milios, L Berton Information Processing & Management 56 (6), 102063, 2019 | 92 | 2019 |
| Performing edge detection by Difference of Gaussians using q-Gaussian kernels L Assirati, NR Silva, L Berton, AA Lopes, OM Bruno Journal of Physics: Conference Series 490 (1), 012020, 2014 | 76 | 2014 |
| Housing prices prediction with a deep learning and random forest ensemble B Afonso, L Melo, W Oliveira, S Sousa, L Berton Anais do XVI Encontro Nacional de Inteligência Artificial e Computacional …, 2019 | 56 | 2019 |
| A review of semi-supervised learning for text classification JM Duarte, L Berton Artificial intelligence review 56 (9), 9401-9469, 2023 | 53 | 2023 |
| Energy forecasting model based on CNN-LSTM-AE for many time series with unequal lengths R Rick, L Berton Engineering Applications of Artificial Intelligence 113, 104998, 2022 | 50 | 2022 |
| Graph construction based on labeled instances for semi-supervised learning L Berton, ADA Lopes 2014 22nd international conference on pattern recognition, 2477-2482, 2014 | 31 | 2014 |
| Regular graph construction for semi-supervised learning DA Vega-Oliveros, L Berton, AM Eberle, A de Andrade Lopes, L Zhao Journal of physics: Conference series 490 (1), 012022, 2014 | 30 | 2014 |
| A comparison of graph construction methods for semi-supervised learning L Berton, A de Andrade Lopes, DA Vega-Oliveros 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 28 | 2018 |
| Categorizing online harassment on Twitter M Saeidi, SB da S. Sousa, E Milios, N Zeh, L Berton Machine Learning and Knowledge Discovery in Databases: International …, 2020 | 27 | 2020 |
| Deep analysis of word sense disambiguation via semi-supervised learning and neural word representations JM Duarte, S Sousa, E Milios, L Berton Information Sciences 570, 278-297, 2021 | 25 | 2021 |
| Link prediction in graph construction for supervised and semi-supervised learning L Berton, J Valverde-Rebaza, A de Andrade Lopes 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 24 | 2015 |
| Link prediction based on stochastic information diffusion DA Vega-Oliveros, L Zhao, A Rocha, L Berton IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3522-3532, 2021 | 23 | 2021 |
| The impact of social curiosity on information spreading on networks DA Vega-Oliveros, L Berton, F Vazquez, FA Rodrigues Proceedings of the 2017 IEEE/ACM International Conference on Advances in …, 2017 | 22 | 2017 |
| Music genre classification using traditional and relational approaches J Valverde-Rebaza, A Soriano, L Berton, MCF de Oliveira, ADA Lopes 2014 Brazilian Conference on Intelligent Systems, 259-264, 2014 | 21 | 2014 |
| Word sense disambiguation: an evaluation study of semi-supervised approaches with word embeddings S Sousa, E Milios, L Berton 2020 International joint conference on neural networks (IJCNN), 1-8, 2020 | 19 | 2020 |
| Rgcli: Robust graph that considers labeled instances for semi-supervised learning L Berton, T de Paulo Faleiros, A Valejo, J Valverde-Rebaza, ... Neurocomputing 226, 238-248, 2017 | 18 | 2017 |
| Graph construction for semi-supervised learning L Berton, A de Andrade Lopes Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 18 | 2015 |
| Classifying El Niño-Southern Oscillation combining network science and machine learning MADC Santos, DA Vega-Oliveros, L Zhao, L Berton IEEE Access 8, 55711-55723, 2020 | 16 | 2020 |
| Analysis of label noise in graph-based semi-supervised learning BK de Aquino Afonso, L Berton Proceedings of the 35th Annual ACM Symposium on Applied Computing, 1127-1134, 2020 | 14 | 2020 |
Alneu de Andrade LopesUniversity of São PauloE-mail confirmado em icmc.usp.br