Redundant Covering with Global Evaluation in the RC1 Inductive Learner. - Alneu de Andrade Lopes; Pavel Brazdil (SBIA, 1998)

Iterative Part-of-Speech Tagging. - Alípio Jorge; Alneu de Andrade Lopes (Learning Language in Logic, 1999)

Combining Rule-Based and Case-Based Learning for Iterative Part-of-Speech Tagging. - Alneu de Andrade Lopes; Alípio Jorge (EWCBR, 2000)

Integrating Rules and Cases in Learning via Case Explanation and Paradigm Shift. - Alneu de Andrade Lopes; Alípio Jorge (IBERAMIA-SBIA, 2000)

Efficient Identification of Duplicate Bibliographical References. - Vinícius Veloso de Melo; Alneu de Andrade Lopes (LAPTEC, 2005)

Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections. - Alneu de Andrade Lopes; Rosane Minghim; Vinícius Veloso de Melo; Fernando Vieira Paulovich (Visualization and Data Analysis, 2006)

Content-based text mapping using multi-dimensional projections for exploration of document collections. - Rosane Minghim; Fernando Vieira Paulovich; Alneu de Andrade Lopes (Visualization and Data Analysis, 2006)

Visual text mining using association rules. - Alneu de Andrade Lopes; Roberto Pinho; Fernando Vieira Paulovich; Rosane Minghim (Comput. Graph., 2007)

Classification Based on the Optimal K-Associated Network. - Alneu de Andrade Lopes; João R. Bertini; Robson Motta; Liang Zhao 001 (Complex (1), 2009)

Centrality Measures from Complex Networks in Active Learning. - Robson Motta; Alneu de Andrade Lopes; Maria Cristina Ferreira de Oliveira (Discovery Science, 2009)

Incremental board: a grid-based space for visualizing dynamic data sets. - Roberto Pinho; Maria Cristina Ferreira de Oliveira; Alneu de Andrade Lopes (SAC, 2009)

Combining Local and Global KNN With Cotraining. - Víctor Laguna; Alneu de Andrade Lopes (ECAI, 2010)

An incremental space to visualize dynamic data sets. - Roberto Dantas de Pinho; Maria Cristina Ferreira de Oliveira; Alneu de Andrade Lopes (Multim. Tools Appl., 2010)

A nonparametric classification method based on K-associated graphs. - João Roberto Bertini Jr.; Liang Zhao 001; Robson Motta; Alneu de Andrade Lopes (Inf. Sci., 2011)

Informativity-based graph: Exploring mutual kNN and labeled vertices for semi-supervised learning. - Lilian Berton; Alneu de Andrade Lopes (CASoN, 2012)

Graph-based cross-validated committees ensembles. - Nils Ever Murrugarra-Llerena; Lilian Berton; Alneu de Andrade Lopes (CASoN, 2012)

Structural link prediction using community information on Twitter. - Jorge Carlos Valverde-Rebaza; Alneu de Andrade Lopes (CASoN, 2012)

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)

Link Prediction in Complex Networks Based on Cluster Information. - Jorge Carlos Valverde-Rebaza; Alneu de Andrade Lopes (SBIA, 2012)

Partially labeled data stream classification with the semi-supervised K-associated graph. - João Roberto Bertini Jr.; Alneu de Andrade Lopes; Liang Zhao 001 (J. Braz. Comput. Soc., 2012)

Multidimensional Projections for Visual Analysis of Social Networks. - Rafael Messias Martins; Gabriel de Faria Andery; Henry Heberle; Fernando Vieira Paulovich; Alneu de Andrade Lopes; Hélio Pedrini; Rosane Minghim (J. Comput. Sci. Technol., 2012)

Learning Bayesian Network Using Parse Trees for Extraction of Protein-Protein Interaction. - Pedro Nelson Shiguihara-Juárez; Alneu de Andrade Lopes (CICLing (2), 2013)

Data visualization and relevance feedback applied to information retrieval. - Diogo Oliveira de Melo; Alneu de Andrade Lopes (PIKM@CIKM, 2013)

Comparing relational and non-relational algorithms for clustering propositional data. - Robson Motta; Alneu de Andrade Lopes; Bruno M. Nogueira 001; Solange Oliveira Rezende; Alípio Mário Jorge; Maria Cristina Ferreira de Oliveira (SAC, 2013)

Performing edge detection by difference of Gaussians using q-Gaussian kernels. - Lucas Assirati; Núbia Rosa da Silva; Lilian Berton; Alneu de Andrade Lopes; Odemir Martinez Bruno (CoRR, 2013)

An incremental learning algorithm based on the K-associated graph for non-stationary data classification. - João Roberto Bertini Jr.; Liang Zhao 001; Alneu de Andrade Lopes (Inf. Sci., 2013)

Exploiting behaviors of communities of twitter users for link prediction. - Jorge Carlos Valverde-Rebaza; Alneu de Andrade Lopes (Soc. Netw. Anal. Min., 2013)

A Multilevel Approach for Overlapping Community Detection. - Alan Valejo; Jorge Carlos Valverde-Rebaza; Alneu de Andrade Lopes (BRACIS, 2014)

Music Genre Classification Using Traditional and Relational Approaches. - Jorge Carlos Valverde-Rebaza; Aurea Soriano-Vargas; Lilian Berton; Maria Cristina Ferreira de Oliveira; Alneu de Andrade Lopes (BRACIS, 2014)

Link Prediction in Online Social Networks Using Group Information. - Jorge Carlos Valverde-Rebaza; Alneu de Andrade Lopes (ICCSA (6), 2014)

Graph Construction Based on Labeled Instances for Semi-supervised Learning. - Lilian Berton; Alneu de Andrade Lopes (ICPR, 2014)

Multilevel refinement based on neighborhood similarity. - Alan Valejo; Jorge Carlos Valverde-Rebaza; Brett Drury; Alneu de Andrade Lopes (IDEAS, 2014)

An Open Source Tool for Crowd-Sourcing the Manual Annotation of Texts. - Brett Drury; Paula Christina Figueira Cardoso; Jorge Carlos Valverde-Rebaza; Alan Valejo; Fabio Pereira; Alneu de Andrade Lopes (PROPOR, 2014)

Identification of Brazilian Portuguese Causative Verbs through a Weighted Graph Classification Strategy. - Brett Drury; Rafael Geraldeli Rossi; Alneu de Andrade Lopes (PROPOR, 2014)

Identification of Related Brazilian Portuguese Verb Groups Using Overlapping Community Detection. - Alan Valejo; Brett Drury; Jorge Carlos Valverde-Rebaza; Alneu de Andrade Lopes (PROPOR, 2014)

A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Solange O. Rezende (SAC, 2014)

Network-based data classification: combining K-associated optimal graphs and high-level prediction. - Murillo G. Carneiro; João Luís Garcia Rosa; Alneu de Andrade Lopes; Liang Zhao 001 (J. Braz. Comput. Soc., 2014)

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)

Term Network Approach for Transductive Classification. - Rafael Geraldeli Rossi; Solange Oliveira Rezende; Alneu de Andrade Lopes (CICLing (2), 2015)

Graph Construction for Semi-Supervised Learning. - Lilian Berton; Alneu de Andrade Lopes (IJCAI, 2015)

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

Influence Maximization Based on the Least Influential Spreaders. - Didier Augusto Vega-Oliveros; Lilian Berton; Alneu de Andrade Lopes; Francisco Aparecido Rodrigues (SocInf@IJCAI, 2015)

Link prediction in graph construction for supervised and semi-supervised learning. - Lilian Berton; Jorge Carlos Valverde-Rebaza; Alneu de Andrade Lopes (IJCNN, 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)

Causation Generalization Through the Identification of Equivalent Nodes in Causal Sparse Graphs Constructed from Text using Node Similarity Strategies. - Brett Drury; Jorge Carlos Valverde-Rebaza; Alneu de Andrade Lopes (SIMBig, 2015)

Graph-based measures to assist user assessment of multidimensional projections. - Robson Motta; Rosane Minghim; Alneu de Andrade Lopes; Maria Cristina Ferreira de Oliveira (Neurocomputing, 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)

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 (ICPR, 2016)

The Extraction from News Stories a Causal Topic Centred Bayesian Graph for Sugarcane. - Brett Drury; Conceição Rocha; Maria-Fernanda Moura; Alneu de Andrade Lopes (IDEAS, 2016)

The Impact of Network Sampling on Relational Classification. - Lilian Berton; Didier Augusto Vega-Oliveros; Jorge Carlos Valverde-Rebaza; André Tavares da Silva; Alneu de Andrade Lopes (SIMBig, 2016)

Network Sampling Based on Centrality Measures for Relational Classification. - Lilian Berton; Didier Augusto Vega-Oliveros; Jorge Carlos Valverde-Rebaza; André Tavares da Silva; Alneu de Andrade Lopes (SIMBig (Revised Selected Papers), 2016)

Neighborhood graph construction for semi-supervised learning. - Lilian Berton; Alneu de Andrade Lopes (AI Matters, 2016)

Word sense disambiguation via bipartite representation of complex networks. - Edilson Anselmo Corrêa Júnior; Alneu de Andrade Lopes; Diego R. Amancio (CoRR, 2016)

Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Solange Oliveira Rezende (Inf. Process. Manag., 2016)

Reconstructing Uncertain Pedestrian Trajectories From Low-Sampling-Rate Observations. - Ricardo Miguel Puma-Alvarez; Alneu de Andrade Lopes (SIMBig, 2017)

Reconstructing Pedestrian Trajectories from Partial Observations in the Urban Context. - Ricardo Miguel Puma-Alvarez; Alneu de Andrade Lopes (SIMBig (Revised Selected Papers), 2017)

One-mode Projection-based Multilevel Approach for Community Detection in Bipartite Networks. - Alan Valejo; Vinícius Ferreira 001; Geraldo P. R. Filho; Maria Cristina Ferreira de Oliveira; Alneu de Andrade Lopes (SIMBig, 2017)

Community Detection in Bipartite Network: A Modified Coarsening Approach. - Alan Valejo; Vinícius Ferreira 001; Maria Cristina Ferreira de Oliveira; Alneu de Andrade Lopes (SIMBig (Revised Selected Papers), 2017)

A survey of the applications of Bayesian networks in agriculture. - Brett Drury; Jorge Carlos Valverde-Rebaza; Maria-Fernanda Moura; Alneu de Andrade Lopes (Eng. Appl. Artif. Intell., 2017)

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)

Using bipartite heterogeneous networks to speed up inductive semi-supervised learning and improve automatic text categorization. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Solange Oliveira Rezende (Knowl. Based Syst., 2017)

BrAgriNews: Um Corpus Temporal-Causal (Português-Brasileiro) para a Agricultura. - Brett Drury; Robson Fernandes; Alneu de Andrade Lopes (Linguamática, 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)

Trajectory Network Assessment Based on Analysis of Stay Points Cluster. - Diego Minatel; Alan Valejo; Alneu de Andrade Lopes (BRACIS, 2018)

A Comparison of Graph Construction Methods for Semi-Supervised Learning. - Lilian Berton; Alneu de Andrade Lopes; Didier Augusto Vega-Oliveros (IJCNN, 2018)

The role of location and social strength for friendship prediction in location-based social networks. - Jorge Carlos Valverde-Rebaza; Mathieu Roche; Pascal Poncelet; Alneu de Andrade Lopes (Inf. Process. Manag., 2018)

Word sense disambiguation: A complex network approach. - Edilson Anselmo Corrêa Júnior; Alneu de Andrade Lopes; Diego R. Amancio (Inf. Sci., 2018)

Multilevel approach for combinatorial optimization in bipartite network. - Alan Valejo; Maria Cristina Ferreira de Oliveira; Geraldo P. R. Filho; Alneu de Andrade Lopes (Knowl. Based Syst., 2018)

A Scalability Approach Based on Multilevel Optimization for Link Prediction Methods. - Vinícius Ferreira 001; Alan Valejo; Alneu de Andrade Lopes (BRACIS, 2019)

A Multilevel Approach for Building Location-Based Social Network by using Stay Points. - Diego Minatel; Vinícius Ferreira 001; Alneu de Andrade Lopes (BRACIS, 2019)

Improving Recommendations by Using a Heterogeneous Network and User's Reviews. - Vítor Rodrigues Tonon; Cintia Carvalho Oliveira; Daniele Carvalho Oliveira; Alneu de Andrade Lopes; Roberta Akemi Sinoara; Ricardo Marcondes Marcacini; Solange Oliveira Rezende (BRACIS, 2019)

Visualization to Assist Interpretation of the Multilevel Paradigm in Bipartite Graphs. - Diego S. Cintra; Alan Valejo; Alneu de Andrade Lopes; Maria Cristina Ferreira de Oliveira (VISIGRAPP (3: IVAPP), 2020)

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 benchmarking tool for the generation of bipartite network models with overlapping communities. - Alan Valejo; Fabiana Góes; Luzia Romanetto; Maria Cristina Ferreira de Oliveira; Alneu de Andrade Lopes (Knowl. Inf. Syst., 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)

Dynamic Bayesian Network Modeling, Learning, and Inference: A Survey. - Pedro Nelson Shiguihara-Juárez; Alneu de Andrade Lopes; David Mauricio (IEEE Access, 2021)

A Critical Survey of the Multilevel Method in Complex Networks. - Alan Valejo; Vinícius Ferreira 001; Renato Fabbri; Maria Cristina Ferreira de Oliveira; Alneu de Andrade Lopes (ACM Comput. Surv., 2021)

A graph-based approach for positive and unlabeled learning. - Julio César Carnevali; Rafael Geraldeli Rossi; Evangelos E. Milios; Alneu de Andrade Lopes (Inf. Sci., 2021)

Local-entity resolution for building location-based social networks by using stay points. - Diego Minatel; Vinícius Ferreira 001; Alneu de Andrade Lopes (Theor. Comput. Sci., 2021)

A survey of the extraction and applications of causal relations. - Brett Drury; Hugo Gonçalo Oliveira; Alneu de Andrade Lopes (Nat. Lang. Eng., 2022)

Multilevel Coarsening for Interactive Visualization of Large Bipartite Networks. - Alan Demétrius Baria Valejo; Renato Fabbri; Alneu de Andrade Lopes; Liang Zhao 001; Maria Cristina Ferreira de Oliveira (Frontiers Res. Metrics Anal., 2022)

DIF-SR: A Differential Item Functioning-Based Sample Reweighting Method. - Diego Minatel; Antonio Rafael Sabino Parmezan; Mariana Curi; Alneu de Andrade Lopes (CIARP, 2023)

Bipartite Graph Coarsening for Text Classification Using Graph Neural Networks. - Nícolas Roque dos Santos; Diego Minatel; Alan Demétrius Baria Valejo; Alneu de Andrade Lopes (CIARP, 2023)

Fairness-Aware Model Selection Using Differential Item Functioning. - Diego Minatel; Antonio Rafael Sabino Parmezan; Mariana Curi; Alneu de Andrade Lopes (ICMLA, 2023)

Unfairness in Machine Learning for Web Systems Applications. - Diego Minatel; Nícolas Roque dos Santos; Angelo Cesar Mendes da Silva; Mariana Curi; Ricardo Marcondes Marcacini; Alneu de Andrade Lopes (WebMedia, 2023)

Semi-Supervised Coarsening of Bipartite Graphs for Text Classification via Graph Neural Network. - Nícolas Roque dos Santos; Diego Minatel; Alan Demétrius Baria Valejo; Alneu de Andrade Lopes (DSAA, 2024)

A DIF-Driven Threshold Tuning Method for Improving Group Fairness. - Diego Minatel; Antonio Rafael Sabino Parmezan; Nícolas Roque dos Santos; Mariana Curi; Alneu de Andrade Lopes (SAC, 2025)

One-mode Projection of Bipartite Graphs for Text Classification using Graph Neural Networks. - Nícolas Roque dos Santos; Diego Minatel; Alan Demétrius Baria Valejo; Alneu de Andrade Lopes (SAC, 2025)

Predicting Land Sensing Indicators With Geolocalized Complex Network. - Renan Guilherme Nespolo; Alan Demétrius Baria Valejo; Alneu de Andrade Lopes (IEEE Geosci. Remote. Sens. Lett., 2025)