Alneu de Andrade Lopes

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 39

Top Topics

Label Propagation

Bipartite Graph

Social Networks

Relational Classification

Top Venues

SIMBig (Revised Selected Papers)

Knowl. Based Syst.

Publications

Diego Minatel, Nícolas Roque dos Santos, Angelo Cesar Mendes da Silva, Mariana Curi, Ricardo Marcondes Marcacini, Alneu de Andrade Lopes
Unfairness in Machine Learning for Web Systems Applications. WebMedia (2023)
Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes
Bipartite Graph Coarsening for Text Classification Using Graph Neural Networks. CIARP (2023)
Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes
DIF-SR: A Differential Item Functioning-Based Sample Reweighting Method. CIARP (2023)
Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes
Fairness-Aware Model Selection Using Differential Item Functioning. ICMLA (2023)
Brett Drury, Hugo Gonçalo Oliveira, Alneu de Andrade Lopes
A survey of the extraction and applications of causal relations. Nat. Lang. Eng. 28 (3) (2022)
Alan Demétrius Baria Valejo, Renato Fabbri, Alneu de Andrade Lopes, Liang Zhao, Maria Cristina Ferreira de Oliveira
Multilevel Coarsening for Interactive Visualization of Large Bipartite Networks. Frontiers Res. Metrics Anal. 7 (2022)
Julio César Carnevali, Rafael Geraldeli Rossi, Evangelos Milios, Alneu de Andrade Lopes
A graph-based approach for positive and unlabeled learning. Inf. Sci. 580 (2021)
Diego Minatel, Vinícius Ferreira, Alneu de Andrade Lopes
Local-entity resolution for building location-based social networks by using stay points. Theor. Comput. Sci. 851 (2021)
Pedro Nelson Shiguihara-Juárez, Alneu de Andrade Lopes, David Mauricio
Dynamic Bayesian Network Modeling, Learning, and Inference: A Survey. IEEE Access 9 (2021)
Alan Valejo, Fabiana Goés, Luzia Romanetto, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes
A benchmarking tool for the generation of bipartite network models with overlapping communities. Knowl. Inf. Syst. 62 (4) (2020)
Thiago de Paulo Faleiros, Alan Valejo, Alneu de Andrade Lopes
Unsupervised learning of textual pattern based on Propagation in Bipartite Graph. Intell. Data Anal. 24 (3) (2020)
Alan Valejo, Thiago de Paulo Faleiros, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes
A coarsening method for bipartite networks via weight-constrained label propagation. Knowl. Based Syst. 195 (2020)
Diego S. Cintra, Alan Valejo, Alneu de Andrade Lopes, Maria Cristina Ferreira de Oliveira
Visualization to Assist Interpretation of the Multilevel Paradigm in Bipartite Graphs. VISIGRAPP (3: IVAPP) (2020)
Alan Valejo, Vinícius Ferreira, Renato Fabbri, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes
A Critical Survey of the Multilevel Method in Complex Networks. ACM Comput. Surv. 53 (2) (2020)
Vinícius Ferreira, Alan Valejo, Alneu de Andrade Lopes
A Scalability Approach Based on Multilevel Optimization for Link Prediction Methods. BRACIS (2019)
Diego Minatel, Vinícius Ferreira, Alneu de Andrade Lopes
A Multilevel Approach for Building Location-Based Social Network by using Stay Points. BRACIS (2019)
Vítor Rodrigues Tonon, Cintia Carvalho Oliveira, Daniele Carvalho Oliveira, Alneu de Andrade Lopes, Roberta Akemi Sinoara, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Improving Recommendations by Using a Heterogeneous Network and User's Reviews. BRACIS (2019)
Alan Valejo, Maria Cristina Ferreira de Oliveira, Geraldo P. R. Filho, Alneu de Andrade Lopes
Multilevel approach for combinatorial optimization in bipartite network. Knowl. Based Syst. 151 (2018)
Edilson Anselmo Corrêa Júnior, Alneu de Andrade Lopes, Diego R. Amancio
Word sense disambiguation: A complex network approach. Inf. Sci. (2018)
Lilian Berton, Alneu de Andrade Lopes, Didier Augusto Vega-Oliveros
A Comparison of Graph Construction Methods for Semi-Supervised Learning. IJCNN (2018)
Jorge Carlos Valverde-Rebaza, Mathieu Roche, Pascal Poncelet, Alneu de Andrade Lopes
The role of location and social strength for friendship prediction in location-based social networks. Inf. Process. Manag. 54 (4) (2018)
Diego Minatel, Alan Valejo, Alneu de Andrade Lopes
Trajectory Network Assessment Based on Analysis of Stay Points Cluster. BRACIS (2018)
Alan Valejo, Vinícius Ferreira, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes
Community Detection in Bipartite Network: A Modified Coarsening Approach. SIMBig (Revised Selected Papers) (2017)
Thiago de Paulo Faleiros, Rafael Geraldeli Rossi, Alneu de Andrade Lopes
Optimizing the class information divergence for transductive classification of texts using propagation in bipartite graphs. Pattern Recognit. Lett. 87 (2017)
Alan Valejo, Vinícius Ferreira, Geraldo P. R. Filho, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes
One-mode Projection-based Multilevel Approach for Community Detection in Bipartite Networks. SIMBig (2017)
Lilian Berton, Thiago de Paulo Faleiros, Alan Valejo, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
RGCLI: Robust Graph that Considers Labeled Instances for Semi-Supervised Learning. Neurocomputing 226 (2017)
Ricardo Miguel Puma-Alvarez, Alneu de Andrade Lopes
Reconstructing Pedestrian Trajectories from Partial Observations in the Urban Context. SIMBig (Revised Selected Papers) (2017)
Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange Oliveira Rezende
Using bipartite heterogeneous networks to speed up inductive semi-supervised learning and improve automatic text categorization. Knowl. Based Syst. 132 (2017)
Brett Drury, Jorge Carlos Valverde-Rebaza, Maria-Fernanda Moura, Alneu de Andrade Lopes
A survey of the applications of Bayesian networks in agriculture. Eng. Appl. Artif. Intell. 65 (2017)
Brett Drury, Robson Fernandes, Alneu de Andrade Lopes
BrAgriNews: Um Corpus Temporal-Causal (Português-Brasileiro) para a Agricultura. Linguamática 9 (1) (2017)
Ricardo Miguel Puma-Alvarez, Alneu de Andrade Lopes
Reconstructing Uncertain Pedestrian Trajectories From Low-Sampling-Rate Observations. SIMBig (2017)
Lilian Berton, Didier Augusto Vega-Oliveros, Jorge Carlos Valverde-Rebaza, André Tavares da Silva, Alneu de Andrade Lopes
The Impact of Network Sampling on Relational Classification. SIMBig (2016)
Lilian Berton, Didier Augusto Vega-Oliveros, Jorge Carlos Valverde-Rebaza, André Tavares da Silva, Alneu de Andrade Lopes
Network Sampling Based on Centrality Measures for Relational Classification. SIMBig (Revised Selected Papers) (2016)
Thiago de Paulo Faleiros, Alneu de Andrade Lopes
On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation. ESANN (2016)
Jorge Carlos Valverde-Rebaza, Mathieu Roche, Pascal Poncelet, Alneu de Andrade Lopes
Exploiting social and mobility patterns for friendship prediction in location-based social networks. ICPR (2016)
Edilson Anselmo Corrêa Júnior, Alneu de Andrade Lopes, Diego R. Amancio
Word sense disambiguation via bipartite representation of complex networks. CoRR (2016)
Lilian Berton, Alneu de Andrade Lopes
Neighborhood graph construction for semi-supervised learning. AI Matters 2 (3) (2016)
Brett Drury, Conceição Rocha, Maria-Fernanda Moura, Alneu de Andrade Lopes
The Extraction from News Stories a Causal Topic Centred Bayesian Graph for Sugarcane. IDEAS (2016)
Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange Oliveira Rezende
Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts. Inf. Process. Manag. 52 (2) (2016)
Thiago de Paulo Faleiros, Alneu de Andrade Lopes
Bipartite Graph for Topic Extraction. IJCAI (2015)
Lilian Berton, Alneu de Andrade Lopes
Graph Construction for Semi-Supervised Learning. IJCAI (2015)
Lilian Berton, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
Link prediction in graph construction for supervised and semi-supervised learning. IJCNN (2015)
Jorge Carlos Valverde-Rebaza, Alan Valejo, Lilian Berton, Thiago de Paulo Faleiros, Alneu de Andrade Lopes
A naïve Bayes model based on ovelapping groups for link prediction in online social networks. SAC (2015)
Robson Motta, Rosane Minghim, Alneu de Andrade Lopes, Maria Cristina Ferreira de Oliveira
Graph-based measures to assist user assessment of multidimensional projections. Neurocomputing 150 (2015)
Rafael Geraldeli Rossi, Solange Oliveira Rezende, Alneu de Andrade Lopes
Term Network Approach for Transductive Classification. CICLing (2) (2015)
Didier Augusto Vega-Oliveros, Lilian Berton, Alneu de Andrade Lopes, Francisco Aparecido Rodrigues
Influence Maximization Based on the Least Influential Spreaders. SocInf@IJCAI (2015)
Brett Drury, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
Causation Generalization Through the Identification of Equivalent Nodes in Causal Sparse Graphs Constructed from Text using Node Similarity Strategies. SIMBig (2015)
Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Thiago de Paulo Faleiros, Solange Oliveira Rezende
Inductive Model Generation for Text Classification Using a Bipartite Heterogeneous Network. J. Comput. Sci. Technol. 29 (3) (2014)
Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange O. Rezende
A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. SAC (2014)
Murillo G. Carneiro, João Luís Garcia Rosa, Alneu de Andrade Lopes, Liang Zhao
Network-based data classification: combining K-associated optimal graphs and high-level prediction. J. Braz. Comput. Soc. 20 (1) (2014)
Alan Valejo, Jorge Carlos Valverde-Rebaza, Brett Drury, Alneu de Andrade Lopes
Multilevel refinement based on neighborhood similarity. IDEAS (2014)
Jorge Carlos Valverde-Rebaza, Aurea Soriano-Vargas, Lilian Berton, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes
Music Genre Classification Using Traditional and Relational Approaches. BRACIS (2014)
Lilian Berton, Alneu de Andrade Lopes
Graph Construction Based on Labeled Instances for Semi-supervised Learning. ICPR (2014)
Brett Drury, Rafael Geraldeli Rossi, Alneu de Andrade Lopes
Identification of Brazilian Portuguese Causative Verbs through a Weighted Graph Classification Strategy. PROPOR (2014)
Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
Link Prediction in Online Social Networks Using Group Information. ICCSA (6) (2014)
Alan Valejo, Brett Drury, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
Identification of Related Brazilian Portuguese Verb Groups Using Overlapping Community Detection. PROPOR (2014)
Brett Drury, Paula Christina Figueira Cardoso, Jorge Carlos Valverde-Rebaza, Alan Valejo, Fabio Pereira, Alneu de Andrade Lopes
An Open Source Tool for Crowd-Sourcing the Manual Annotation of Texts. PROPOR (2014)
Alan Valejo, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
A Multilevel Approach for Overlapping Community Detection. BRACIS (2014)
Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
Exploiting behaviors of communities of twitter users for link prediction. Soc. Netw. Anal. Min. 3 (4) (2013)
João Roberto Bertini Jr., Liang Zhao, Alneu de Andrade Lopes
An incremental learning algorithm based on the K-associated graph for non-stationary data classification. Inf. Sci. 246 (2013)
Diogo Oliveira de Melo, Alneu de Andrade Lopes
Data visualization and relevance feedback applied to information retrieval. PIKM@CIKM (2013)
Lucas Assirati, Núbia Rosa da Silva, Lilian Berton, Alneu de Andrade Lopes, Odemir Martinez Bruno
Performing edge detection by difference of Gaussians using q-Gaussian kernels. CoRR (2013)
Robson Motta, Alneu de Andrade Lopes, Bruno M. Nogueira, Solange Oliveira Rezende, Alípio Mário Jorge, Maria Cristina Ferreira de Oliveira
Comparing relational and non-relational algorithms for clustering propositional data. SAC (2013)
Pedro Nelson Shiguihara-Juárez, Alneu de Andrade Lopes
Learning Bayesian Network Using Parse Trees for Extraction of Protein-Protein Interaction. CICLing (2) (2013)
Rafael Geraldeli Rossi, Thiago de Paulo Faleiros, Alneu de Andrade Lopes, Solange Oliveira Rezende
Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network. ICDM (2012)
Lilian Berton, Alneu de Andrade Lopes
Informativity-based graph: Exploring mutual kNN and labeled vertices for semi-supervised learning. CASoN (2012)
Rafael Messias Martins, Gabriel de Faria Andery, Henry Heberle, Fernando Vieira Paulovich, Alneu de Andrade Lopes, Hélio Pedrini, Rosane Minghim
Multidimensional Projections for Visual Analysis of Social Networks. J. Comput. Sci. Technol. 27 (4) (2012)
Nils Ever Murrugarra-Llerena, Lilian Berton, Alneu de Andrade Lopes
Graph-based cross-validated committees ensembles. CASoN (2012)
Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
Structural link prediction using community information on Twitter. CASoN (2012)
João Roberto Bertini Jr., Alneu de Andrade Lopes, Liang Zhao
Partially labeled data stream classification with the semi-supervised K-associated graph. J. Braz. Comput. Soc. 18 (4) (2012)
Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
Link Prediction in Complex Networks Based on Cluster Information. SBIA (2012)
João Roberto Bertini Jr., Liang Zhao, Robson Motta, Alneu de Andrade Lopes
A nonparametric classification method based on K-associated graphs. Inf. Sci. 181 (24) (2011)
Víctor Laguna, Alneu de Andrade Lopes
Combining Local and Global KNN With Cotraining. ECAI (2010)
Roberto Dantas de Pinho, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes
An incremental space to visualize dynamic data sets. Multim. Tools Appl. 50 (3) (2010)
Robson Motta, Alneu de Andrade Lopes, Maria Cristina Ferreira de Oliveira
Centrality Measures from Complex Networks in Active Learning. Discovery Science (2009)
Roberto Pinho, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes
Incremental board: a grid-based space for visualizing dynamic data sets. SAC (2009)
Alneu de Andrade Lopes, João R. Bertini, Robson Motta, Liang Zhao
Classification Based on the Optimal K-Associated Network. Complex (1) (2009)
Alneu de Andrade Lopes, Roberto Pinho, Fernando Vieira Paulovich, Rosane Minghim
Visual text mining using association rules. Comput. Graph. 31 (3) (2007)
Rosane Minghim, Fernando Vieira Paulovich, Alneu de Andrade Lopes
Content-based text mapping using multi-dimensional projections for exploration of document collections. Visualization and Data Analysis (2006)
Alneu de Andrade Lopes, Rosane Minghim, Vinícius Veloso de Melo, Fernando Vieira Paulovich
Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections. Visualization and Data Analysis (2006)
Vinícius Veloso de Melo, Alneu de Andrade Lopes
Efficient Identification of Duplicate Bibliographical References. LAPTEC (2005)
Alneu de Andrade Lopes, Alípio Jorge
Integrating Rules and Cases in Learning via Case Explanation and Paradigm Shift. IBERAMIA-SBIA (2000)
Alneu de Andrade Lopes, Alípio Jorge
Combining Rule-Based and Case-Based Learning for Iterative Part-of-Speech Tagging. EWCBR (2000)
Alípio Jorge, Alneu de Andrade Lopes
Iterative Part-of-Speech Tagging. Learning Language in Logic (1999)
Alneu de Andrade Lopes, Pavel Brazdil
Redundant Covering with Global Evaluation in the RC1 Inductive Learner. SBIA (1998)