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Thiago Paulo Faleiros
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Year
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
282014
On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation.
T de Paulo Faleiros, A de Andrade Lopes
ESANN, 2016
272016
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
272012
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
162017
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
112017
Bipartite graph for topic extraction
T de Paulo Faleiros, A de Andrade Lopes
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
112015
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
112015
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
82020
Modelos probabilísticos de tópicos: desvendando o Latent Dirichlet Allocation
TP Faleiros, AA Lopes
72016
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
52020
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
32021
Deep Active-Self Learning Applied to Named Entity Recognition
JRC Neto, TP Faleiros
Intelligent Systems: 10th Brazilian Conference, BRACIS 2021, Virtual Event …, 2021
32021
BERT Self-Learning Approach with Limited Labels for Document Classification
CEL Joaquim, TP Faleiros
International Conference on Learning and Intelligent Optimization, 278-291, 2022
22022
Propagação em grafos bipartidos para extração de tópicos em fluxo de documentos textuais
TP Faleiros
Universidade de São Paulo, 2016
22016
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
12022
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
12019
Bipartite graph for topic extraction
TP Faleiros, AA Lopes, Q Yang, M Wooldridge
PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON …, 2015
12015
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
12012
Legal Document Segmentation and Labeling Through Named Entity Recognition Approaches
GMC Guimarães, FXB da Silva, LAB Macedo, VHF Lisboa, RM Marcacini, ...
Journal of Information and Data Management 15 (1), 123-131, 2024
2024
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
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Articles 1–20