Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network. - Rafael Geraldeli Rossi; Thiago de Paulo Faleiros; Alneu de Andrade Lopes; Solange Oliveira Rezende (ICDM, 2012)

Inductive Model Generation for Text Classification Using a Bipartite Heterogeneous Network. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Thiago de Paulo Faleiros; Solange Oliveira Rezende (J. Comput. Sci. Technol., 2014)

Bipartite Graph for Topic Extraction. - Thiago de Paulo Faleiros; Alneu de Andrade Lopes (IJCAI, 2015)

A naïve Bayes model based on ovelapping groups for link prediction in online social networks. - Jorge Carlos Valverde-Rebaza; Alan Valejo; Lilian Berton; Thiago de Paulo Faleiros; Alneu de Andrade Lopes (SAC, 2015)

On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation. - Thiago de Paulo Faleiros; Alneu de Andrade Lopes (ESANN, 2016)

Propagation in bipartite graphs for topic extraction in stream of textual data. - Thiago de Paulo Faleiros (2016)

RGCLI: Robust Graph that Considers Labeled Instances for Semi-Supervised Learning. - Lilian Berton; Thiago de Paulo Faleiros; Alan Valejo; Jorge Carlos Valverde-Rebaza; Alneu de Andrade Lopes (Neurocomputing, 2017)

Optimizing the class information divergence for transductive classification of texts using propagation in bipartite graphs. - Thiago de Paulo Faleiros; Rafael Geraldeli Rossi; Alneu de Andrade Lopes (Pattern Recognit. Lett., 2017)

Generating Artificial Data for Bus Travel Time Predictions. - Leandro dos Santos Ribeiro; Thiago de Paulo Faleiros; Maristela Holanda (GEOINFO, 2018)

Does Semantic Search Performs Better than Lexical Search in the Task of Assisting Legal Opinion Writing? - Daniel de Souza Costa Pedroso; Marcelo Ladeira; Thiago de Paulo Faleiros (ICMLA, 2019)

Generating Artificial Data to Evaluate Machine Learning Predictive Algorithms for Bus Travel Time. - Leandro dos Santos Ribeiro; Thiago de Paulo Faleiros; Maristela Holanda (J. Inf. Data Manag., 2019)

Unsupervised learning of textual pattern based on Propagation in Bipartite Graph. - Thiago de Paulo Faleiros; Alan Valejo; Alneu de Andrade Lopes (Intell. Data Anal., 2020)

A coarsening method for bipartite networks via weight-constrained label propagation. - Alan Valejo; Thiago de Paulo Faleiros; Maria Cristina Ferreira de Oliveira; Alneu de Andrade Lopes (Knowl. Based Syst., 2020)

Deep Active-Self Learning Applied to Named Entity Recognition. - José Reinaldo C. S. A. V. S. Neto; Thiago de Paulo Faleiros (BRACIS (2), 2021)

Coarsening Algorithm via Semi-synchronous Label Propagation for Bipartite Networks. - Alan Demétrius Baria Valejo; Paulo Eduardo Althoff; Thiago de Paulo Faleiros; Maria Lígia Chuerubim; Jianglong Yan; Weiguang Liu; Liang Zhao 001 (BRACIS (1), 2021)

BERT Self-Learning Approach with Limited Labels for Document Classification. - Carlos Eduardo de Lima Joaquim; Thiago de Paulo Faleiros (LION, 2022)

Investigation of Deep Active Self-learning Algorithms Applied to Named Entity Recognition. - José Reinaldo C. S. A. V. S. Neto; Thiago de Paulo Faleiros (BRACIS (3), 2023)

An Actor-Critic Architecture for Community Detection Ablation Study. - Rafael Henrique Nogalha de Lima; Aurélio Ribeiro Costa; Thiago de Paulo Faleiros; Célia Ghedini Ralha (SSCI, 2023)

Coarsening effects on k-partite network classification. - Paulo Eduardo Althoff; Alan Demétrius Baria Valejo; Thiago de Paulo Faleiros (Appl. Netw. Sci., 2023)

Analyzing the Impact of Coarsening on k-Partite Network Classification. - Thiago de Paulo Faleiros; Paulo Eduardo Althoff; Alan Demétrius Baria Valejo (BRACIS (1), 2024)

Coarsening Algorithm Based on Multi-Label Propagation for Knowledge Discovery in Bipartite Networks. - Alan Demétrius Baria Valejo; Paulo Eduardo Althoff; Thiago de Paulo Faleiros; Geraldo Pereira Rocha Filho; Yu-tao Zhu; Jianglong Yan; Weiguang Liu; Liang Zhao 001 (IEEE Trans. Netw. Sci. Eng., 2024)

DODFMiner: An automated tool for Named Entity Recognition from Official Gazettes. - Gabriel M. C. Guimarães; Felipe X. B. da Silva; Andrei L. Queiroz; Ricardo M. Marcacini; Thiago de Paulo Faleiros; Vinicius R. P. Borges; Luís Paulo Faina Garcia (Neurocomputing, 2024)

Combining prompt-based language models and weak supervision for labeling named entity recognition on legal documents. - Vitor Oliveira; Gabriel Nogueira; Thiago de Paulo Faleiros; Ricardo M. Marcacini (Artif. Intell. Law, 2025)