Inductive model generation for text classification using a bipartite heterogeneous network RG Rossi, A de Andrade Lopes, T de Paulo Faleiros, SO Rezende Journal of Computer Science and Technology 29 (3), 361-375, 2014 | 30 | 2014 |
On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation. T de Paulo Faleiros, A de Andrade Lopes ESANN, 2016 | 26 | 2016 |
Inductive model generation for text categorization using a bipartite heterogeneous network RG Rossi, T de Paulo Faleiros, A de Andrade Lopes, SO Rezende 2012 IEEE 12th international conference on data mining, 1086-1091, 2012 | 26 | 2012 |
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 | 17 | 2017 |
Optimizing the class information divergence for transductive classification of texts using propagation in bipartite graphs T de Paulo Faleiros, RG Rossi, A de Andrade Lopes Pattern Recognition Letters 87, 127-138, 2017 | 11 | 2017 |
Bipartite graph for topic extraction T de Paulo Faleiros, A de Andrade Lopes Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 11 | 2015 |
A naïve bayes model based on overlapping groups for link prediction in online social networks J Valverde-Rebaza, A Valejo, L Berton, T de Paulo Faleiros, ... Proceedings of the 30th Annual ACM Symposium on Applied Computing, 1136-1141, 2015 | 11 | 2015 |
A coarsening method for bipartite networks via weight-constrained label propagation A Valejo, T Faleiros, MCF de Oliveira, A de Andrade Lopes Knowledge-Based Systems 195, 105678, 2020 | 8 | 2020 |
Modelos probabilísticos de tópicos: desvendando o Latent Dirichlet Allocation TP Faleiros, AA Lopes | 7 | 2016 |
Unsupervised learning of textual pattern based on propagation in bipartite graph T de Paulo Faleiros, A Valejo, A de Andrade Lopes Intelligent Data Analysis 24 (3), 543-565, 2020 | 5 | 2020 |
Deep active-self learning applied to named entity recognition JRC Neto, TP Faleiros Intelligent Systems: 10th Brazilian Conference, BRACIS 2021, Virtual Event …, 2021 | 4 | 2021 |
Coarsening algorithm via semi-synchronous label propagation for bipartite networks ADB Valejo, PE Althoff, T de Paulo Faleiros, ML Chuerubim, J Yan, W Liu, ... Brazilian Conference on Intelligent Systems, 437-452, 2021 | 3 | 2021 |
BERT Self-Learning Approach with Limited Labels for Document Classification CEL Joaquim, TP Faleiros International Conference on Learning and Intelligent Optimization, 278-291, 2022 | 2 | 2022 |
Propagação em grafos bipartidos para extração de tópicos em fluxo de documentos textuais TP Faleiros Universidade de São Paulo, 2016 | 2 | 2016 |
DODFMiner: An automated tool for Named Entity Recognition from Official Gazettes GMC Guimarães, FXB da Silva, AL Queiroz, RM Marcacini, TP Faleiros, ... Neurocomputing 568, 127064, 2024 | 1 | 2024 |
Named entity recognition approaches applied to legal document segmentation FXB da Silva, GMC Guimarães, RM Marcacini, AL Queiroz, VRP Borges, ... Anais do X Symposium on Knowledge Discovery, Mining and Learning, 210-217, 2022 | 1 | 2022 |
Does Semantic Search Performs Better than Lexical Search in the Task of Assisting Legal Opinion Writing? DSC Pedroso, M Ladeira, T de Paulo Faleiros 2019 18th IEEE International Conference on Machine Learning and Applications …, 2019 | 1 | 2019 |
Bipartite graph for topic extraction TP Faleiros, AA Lopes, Q Yang, M Wooldridge PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON …, 2015 | 1 | 2015 |
Exploring data classification with k-associated network T de Paulo Faleiros, L Berton, A de Andrade Lopes IV International Workshop on Web and Text Intelligence (WTI-2012), 2012 | 1 | 2012 |
Combining prompt-based language models and weak supervision for labeling named entity recognition on legal documents V Oliveira, G Nogueira, T Faleiros, R Marcacini Artificial Intelligence and Law, 1-21, 2024 | | 2024 |