| 2026 | WSDM | Multi-view Graph Condensation via Tensor Decomposition. | Ncolas Roque dos Santos, Dawon Ahn, Diego Minatel, Alneu de Andrade Lopes, Evangelos E. Papalexakis |
| 2025 | SAC | A DIF-Driven Threshold Tuning Method for Improving Group Fairness. | Diego Minatel, Antonio Rafael Sabino Parmezan, Ncolas Roque dos Santos, Mariana Curi, Alneu de Andrade Lopes |
| 2025 | SAC | One-mode Projection of Bipartite Graphs for Text Classification using Graph Neural Networks. | Ncolas Roque dos Santos, Diego Minatel, Alan Demtrius Baria Valejo, Alneu de Andrade Lopes |
| 2024 | DSAA | Semi-Supervised Coarsening of Bipartite Graphs for Text Classification via Graph Neural Network. | Ncolas Roque dos Santos, Diego Minatel, Alan Demtrius Baria Valejo, Alneu de Andrade Lopes |
| 2023 | CIARP | DIF-SR: A Differential Item Functioning-Based Sample Reweighting Method. | Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes |
| 2023 | CIARP | Bipartite Graph Coarsening for Text Classification Using Graph Neural Networks. | Ncolas Roque dos Santos, Diego Minatel, Alan Demtrius Baria Valejo, Alneu de Andrade Lopes |
| 2023 | ICMLA | Fairness-Aware Model Selection Using Differential Item Functioning. | Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes |
| 2018 | IJCNN | A Comparison of Graph Construction Methods for Semi-Supervised Learning. | Lilian Berton, Alneu de Andrade Lopes, Didier Augusto Vega-Oliveros |
| 2016 | ESANN | On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation. | Thiago de Paulo Faleiros, Alneu de Andrade Lopes |
| 2016 | ICPR | Exploiting social and mobility patterns for friendship prediction in location-based social networks. | Jorge Carlos Valverde-Rebaza, Mathieu Roche, Pascal Poncelet, Alneu de Andrade Lopes |
| 2016 | IDEAS | The Extraction from News Stories a Causal Topic Centred Bayesian Graph for Sugarcane. | Brett Drury, Conceio Rocha, Maria-Fernanda Moura, Alneu de Andrade Lopes |
| 2015 | CICLING | Term Network Approach for Transductive Classification. | Rafael Geraldeli Rossi, Solange Oliveira Rezende, Alneu de Andrade Lopes |
| 2015 | IJCAI | Graph Construction for Semi-Supervised Learning. | Lilian Berton, Alneu de Andrade Lopes |
| 2015 | IJCAI | Bipartite Graph for Topic Extraction. | Thiago de Paulo Faleiros, Alneu de Andrade Lopes |
| 2015 | IJCAI | Influence Maximization Based on the Least Influential Spreaders. | Didier Augusto Vega-Oliveros, Lilian Berton, Alneu de Andrade Lopes, Francisco Aparecido Rodrigues |
| 2015 | IJCNN | Link prediction in graph construction for supervised and semi-supervised learning. | Lilian Berton, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes |
| 2015 | SAC | A nave 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 |
| 2014 | ICCSA | Link Prediction in Online Social Networks Using Group Information. | Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes |
| 2014 | ICPR | Graph Construction Based on Labeled Instances for Semi-supervised Learning. | Lilian Berton, Alneu de Andrade Lopes |
| 2014 | IDEAS | Multilevel refinement based on neighborhood similarity. | Alan Valejo, Jorge Carlos Valverde-Rebaza, Brett Drury, Alneu de Andrade Lopes |
| 2014 | SAC | A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. | Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange O. Rezende |
| 2013 | CICLING | Learning Bayesian Network Using Parse Trees for Extraction of Protein-Protein Interaction. | Pedro Nelson Shiguihara-Jurez, Alneu de Andrade Lopes |
| 2013 | CIKM | Data visualization and relevance feedback applied to information retrieval. | Diogo Oliveira de Melo, Alneu de Andrade Lopes |
| 2013 | SAC | Comparing relational and non-relational algorithms for clustering propositional data. | Robson Motta, Alneu de Andrade Lopes, Bruno M. Nogueira, Solange Oliveira Rezende, Alpio Mrio Jorge, Maria Cristina Ferreira de Oliveira |
| 2012 | ICDM | 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 |
| 2010 | ECAI | Combining Local and Global KNN With Cotraining. | Vctor Laguna, Alneu de Andrade Lopes |
| 2009 | DIS | Centrality Measures from Complex Networks in Active Learning. | Robson Motta, Alneu de Andrade Lopes, Maria Cristina Ferreira de Oliveira |
| 2009 | SAC | Incremental board: a grid-based space for visualizing dynamic data sets. | Roberto Pinho, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes |
| 2006 | VDA | Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections. | Alneu de Andrade Lopes, Rosane Minghim, Vincius Veloso de Melo, Fernando Vieira Paulovich |
| 2006 | VDA | Content-based text mapping using multi-dimensional projections for exploration of document collections. | Rosane Minghim, Fernando Vieira Paulovich, Alneu de Andrade Lopes |