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ORCIDAlneu de Andrade Lopes
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- affiliation: University of Sao Paulo, Brazil
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2020 – today
- 2024
[c55]Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes:
Semi-Supervised Coarsening of Bipartite Graphs for Text Classification via Graph Neural Network. DSAA 2024: 1-10- 2023
- [c54]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: 589-604 - [c53]Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes:
DIF-SR: A Differential Item Functioning-Based Sample Reweighting Method. CIARP 2023: 630-645 - [c52]Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes:
Fairness-Aware Model Selection Using Differential Item Functioning. ICMLA 2023: 1971-1978 - [c51]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: 144-153 - 2022
- [j29]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) - [j28]Brett Drury, Hugo Gonçalo Oliveira, Alneu de Andrade Lopes:
A survey of the extraction and applications of causal relations. Nat. Lang. Eng. 28(3): 361-400 (2022) - 2021
- [j27]Pedro Nelson Shiguihara-Juárez, Alneu de Andrade Lopes, David Mauricio:
Dynamic Bayesian Network Modeling, Learning, and Inference: A Survey. IEEE Access 9: 117639-117648 (2021) - [j26]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): 39:1-39:35 (2021) - [j25]Julio César Carnevali, Rafael Geraldeli Rossi, Evangelos E. Milios, Alneu de Andrade Lopes:
A graph-based approach for positive and unlabeled learning. Inf. Sci. 580: 655-672 (2021) - [j24]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: 62-76 (2021) - 2020
- [j23]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): 543-565 (2020) - [j22]Alan Valejo, Fabiana Góes, 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): 1641-1669 (2020) - [j21]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: 105678 (2020) - [c50]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: 133-140
2010 – 2019
- 2019
- [c49]Diego Minatel, Vinícius Ferreira, Alneu de Andrade Lopes:
A Multilevel Approach for Building Location-Based Social Network by using Stay Points. BRACIS 2019: 359-364 - [c48]Vinícius Ferreira, Alan Valejo, Alneu de Andrade Lopes:
A Scalability Approach Based on Multilevel Optimization for Link Prediction Methods. BRACIS 2019: 365-370 - [c47]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: 639-644 - 2018
- [j20]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): 475-489 (2018) - [j19]Edilson Anselmo Corrêa Júnior, Alneu de Andrade Lopes, Diego R. Amancio:
Word sense disambiguation: A complex network approach. Inf. Sci. 442-443: 103-113 (2018) - [j18]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: 45-61 (2018) - [c46]Diego Minatel, Alan Valejo, Alneu de Andrade Lopes:
Trajectory Network Assessment Based on Analysis of Stay Points Cluster. BRACIS 2018: 564-569 - [c45]Lilian Berton, Alneu de Andrade Lopes, Didier Augusto Vega-Oliveros:
A Comparison of Graph Construction Methods for Semi-Supervised Learning. IJCNN 2018: 1-8 - 2017
- [j17]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: 29-42 (2017) - [j16]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: 238-248 (2017) - [j15]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: 94-118 (2017) - [j14]Brett Drury, Robson Fernandes, Alneu de Andrade Lopes:
BrAgriNews: Um Corpus Temporal-Causal (Português-Brasileiro) para a Agricultura. Linguamática 9(1): 41-54 (2017) - [j13]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: 127-138 (2017) - [c44]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: 101-108 - [c43]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: 123-136 - [c42]Ricardo Miguel Puma-Alvarez, Alneu de Andrade Lopes:
Reconstructing Pedestrian Trajectories from Partial Observations in the Urban Context. SIMBig (Revised Selected Papers) 2017: 137-148 - [c41]Ricardo Miguel Puma-Alvarez, Alneu de Andrade Lopes:
Reconstructing Uncertain Pedestrian Trajectories From Low-Sampling-Rate Observations. SIMBig 2017: 161-167 - 2016
- [j12]Lilian Berton, Alneu de Andrade Lopes:
Neighborhood graph construction for semi-supervised learning. AI Matters 2(3): 14-15 (2016) - [j11]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): 217-257 (2016) - [c40]Thiago de Paulo Faleiros, Alneu de Andrade Lopes:
On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation. ESANN 2016 - [c39]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: 2526-2531 - [c38]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: 364-369 - [c37]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: 43-56 - [c36]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: 62-72 - [i2]Edilson Anselmo Corrêa Júnior, Alneu de Andrade Lopes, Diego R. Amancio:
Word sense disambiguation via bipartite representation of complex networks. CoRR abs/1606.07950 (2016) - 2015
- [j10]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: 583-598 (2015) - [c35]Rafael Geraldeli Rossi, Solange Oliveira Rezende, Alneu de Andrade Lopes:
Term Network Approach for Transductive Classification. CICLing (2) 2015: 497-515 - [c34]Didier Augusto Vega-Oliveros, Lilian Berton, Alneu de Andrade Lopes, Francisco Aparecido Rodrigues:
Influence Maximization Based on the Least Influential Spreaders. SocInf@IJCAI 2015: 3-8 - [c33]Lilian Berton, Alneu de Andrade Lopes:
Graph Construction for Semi-Supervised Learning. IJCAI 2015: 4343-4344 - [c32]Thiago de Paulo Faleiros, Alneu de Andrade Lopes:
Bipartite Graph for Topic Extraction. IJCAI 2015: 4363-4364 - [c31]Lilian Berton, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
Link prediction in graph construction for supervised and semi-supervised learning. IJCNN 2015: 1-8 - [c30]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: 1136-1141 - [c29]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: 58-65 - 2014
- [j9]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): 14:1-14:14 (2014) - [j8]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): 361-375 (2014) - [c28]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: 259-264 - [c27]Alan Valejo, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
A Multilevel Approach for Overlapping Community Detection. BRACIS 2014: 390-395 - [c26]Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
Link Prediction in Online Social Networks Using Group Information. ICCSA (6) 2014: 31-45 - [c25]Lilian Berton, Alneu de Andrade Lopes:
Graph Construction Based on Labeled Instances for Semi-supervised Learning. ICPR 2014: 2477-2482 - [c24]Alan Valejo, Jorge Carlos Valverde-Rebaza, Brett Drury, Alneu de Andrade Lopes:
Multilevel refinement based on neighborhood similarity. IDEAS 2014: 67-76 - [c23]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: 268-273 - [c22]Brett Drury, Rafael Geraldeli Rossi, Alneu de Andrade Lopes:
Identification of Brazilian Portuguese Causative Verbs through a Weighted Graph Classification Strategy. PROPOR 2014: 274-279 - [c21]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: 292-297 - [c20]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: 79-84 - 2013
- [j7]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: 52-68 (2013) - [j6]Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
Exploiting behaviors of communities of twitter users for link prediction. Soc. Netw. Anal. Min. 3(4): 1063-1074 (2013) - [c19]Pedro Nelson Shiguihara-Juárez, Alneu de Andrade Lopes:
Learning Bayesian Network Using Parse Trees for Extraction of Protein-Protein Interaction. CICLing (2) 2013: 347-358 - [c18]Diogo Oliveira de Melo, Alneu de Andrade Lopes:
Data visualization and relevance feedback applied to information retrieval. PIKM@CIKM 2013: 27-32 - [c17]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: 150-155 - [i1]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 abs/1311.2561 (2013) - 2012
- [j5]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): 299-310 (2012) - [j4]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): 791-810 (2012) - [c16]Lilian Berton, Alneu de Andrade Lopes:
Informativity-based graph: Exploring mutual kNN and labeled vertices for semi-supervised learning. CASoN 2012: 14-19 - [c15]Nils Ever Murrugarra-Llerena, Lilian Berton, Alneu de Andrade Lopes:
Graph-based cross-validated committees ensembles. CASoN 2012: 75-80 - [c14]Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
Structural link prediction using community information on Twitter. CASoN 2012: 132-137 - [c13]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: 1086-1091 - [c12]Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
Link Prediction in Complex Networks Based on Cluster Information. SBIA 2012: 92-101 - 2011
- [j3]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): 5435-5456 (2011) - 2010
- [j2]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): 533-562 (2010) - [c11]Víctor Laguna, Alneu de Andrade Lopes:
Combining Local and Global KNN With Cotraining. ECAI 2010: 815-820
2000 – 2009
- 2009
- [c10]Alneu de Andrade Lopes, João R. Bertini, Robson Motta, Liang Zhao:
Classification Based on the Optimal K-Associated Network. Complex (1) 2009: 1167-1177 - [c9]Robson Motta, Alneu de Andrade Lopes, Maria Cristina Ferreira de Oliveira:
Centrality Measures from Complex Networks in Active Learning. Discovery Science 2009: 184-196 - [c8]Roberto Pinho, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes:
Incremental board: a grid-based space for visualizing dynamic data sets. SAC 2009: 1757-1764 - 2007
- [j1]Alneu de Andrade Lopes, Roberto Pinho, Fernando Vieira Paulovich, Rosane Minghim:
Visual text mining using association rules. Comput. Graph. 31(3): 316-326 (2007) - 2006
- [c7]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: 60600T - [c6]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: 60600S - 2005
- [c5]Vinícius Veloso de Melo, Alneu de Andrade Lopes:
Efficient Identification of Duplicate Bibliographical References. LAPTEC 2005: 169-176 - 2000
- [c4]Alneu de Andrade Lopes, Alípio Jorge:
Combining Rule-Based and Case-Based Learning for Iterative Part-of-Speech Tagging. EWCBR 2000: 26-36 - [c3]Alneu de Andrade Lopes, Alípio Jorge:
Integrating Rules and Cases in Learning via Case Explanation and Paradigm Shift. IBERAMIA-SBIA 2000: 33-42
1990 – 1999
- 1999
- [c2]Alípio Jorge, Alneu de Andrade Lopes:
Iterative Part-of-Speech Tagging. Learning Language in Logic 1999: 170-183 - 1998
- [c1]Alneu de Andrade Lopes, Pavel Brazdil:
Redundant Covering with Global Evaluation in the RC1 Inductive Learner. SBIA 1998: 111-120
Coauthor Index
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