Alexandre Plastino

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 50

Top Topics

Genetic Algorithm

Feature Selection

Top Venues

J. Inf. Data Manag.

RAIRO Oper. Res.

Publications

Ricardo Moura, Jonnathan Carvalho, Alexandre Plastino, Aline Paes
Less is more: Pruning BERTweet architecture in Twitter sentiment analysis. Inf. Process. Manag. 61 (4) (2024)
Daniela Vianna, Fernando Carneiro, Jonnathan Carvalho, Alexandre Plastino, Aline Paes
Sentiment analysis in Portuguese tweets: an evaluation of diverse word representation models. Lang. Resour. Evaluation 58 (1) (2024)
Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Uéverton dos Santos Souza
An improved hybrid genetic search with data mining for the CVRP. Networks 83 (4) (2024)
Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Uéverton dos Santos Souza
Effectiveness of the MineReduce approach in reducing the size of combinatorial optimization problem instances. RAIRO Oper. Res. 58 (2) (2024)
Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Alex Alves Freitas, João Pedro de Magalhães
Interpretable Ensembles of Classifiers for Uncertain Data With Bioinformatics Applications. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Sérgio Barreto, Ricardo Moura, Jonnathan Carvalho, Aline Paes, Alexandre Plastino
Sentiment analysis in tweets: an assessment study from classical to modern word representation models. Data Min. Knowl. Discov. 37 (1) (2023)
Marcelo Rodrigues de Holanda Maia, Miguel Reula, Consuelo Parreño-Torres, Prem Prakash Vuppuluri, Alexandre Plastino, Uéverton S. Souza, Sara Ceschia, Mario Pavone, Andrea Schaerf
Metaheuristic techniques for the capacitated facility location problem with customer incompatibilities. Soft Comput. 27 (8) (2023)
André Oliveira, Vânia Neves, Alexandre Plastino, Ana Carla Bibiano, Alessandro F. Garcia, Leonardo G. P. Murta
Do code refactorings influence the merge effort? CoRR (2023)
André Oliveira, Vânia Neves, Alexandre Plastino, Ana Carla Bibiano, Alessandro F. Garcia, Leonardo Murta
Do code refactorings influence the merge effort? ICSE (2023)
Ítalo Santana, Alexandre Plastino, Isabel Rosseti
Improving a state-of-the-art heuristic for the minimum latency problem with data mining. Int. Trans. Oper. Res. 29 (2) (2022)
Raphael Gomes Santos, Alexandre Plastino, Alexandre César Muniz de Oliveira
DMC-GRASP: A Continuous GRASP hybridized with Data Mining. CEC (2022)
Murilo B. Stockinger, Marcos A. Guerine, Ubiratam de Paula Junior, Filipe Santiago, Yuri Frota, Isabel Rosseti, Alexandre Plastino, Daniel de Oliveira
A Provenance-based Execution Strategy for Variant GPU-accelerated Scientific Workflows in Clouds. J. Grid Comput. 20 (4) (2022)
Marcelo Rodrigues de Holanda Maia, Ítalo Santana, Isabel Rosseti, Uéverton dos Santos Souza, Alexandre Plastino
MineReduce-Based Metaheuristic for the Minimum Latency Problem. MIC (2022)
Mariana D. A. Salgueiro, Sérgio Lifschitz, Edward Hermann Haeusler, Veronica dos Santos, Alexandre Plastino
A Study of Database Models for Social Network Analysis. SBBD (2022)
Nadine M. Neumann, Alexandre Plastino, Jony A. Pinto Junior, Alex Alves Freitas
Is p-value $<$ 0.05 enough? A study on the statistical evaluation of classifiers. Knowl. Eng. Rev. 36 (2021)
Pablo Nascimento da Silva, Alexandre Plastino, Fabio Fabris, Alex Alves Freitas
A Novel Feature Selection Method for Uncertain Features: An Application to the Prediction of Pro-/Anti-Longevity Genes. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
A lazy feature selection method for multi-label classification. Intell. Data Anal. 25 (1) (2021)
Luiz Laerte Nunes da Silva Junior, Troy Costa Kohwalter, Alexandre Plastino, Leonardo Gresta Paulino Murta
Sequential coding patterns: How to use them effectively in code recommendation. Inf. Softw. Technol. 140 (2021)
Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino
What factors influence the lifetime of pull requests? Softw. Pract. Exp. 51 (6) (2021)
José William Menezes, Bruno Trindade, João Felipe Pimentel, Alexandre Plastino, Leonardo Murta, Catarina Costa
Attributes that may raise the occurrence of merge conflicts. J. Softw. Eng. Res. Dev. 9 (2021)
Sérgio Barreto, Ricardo Moura, Jonnathan Carvalho, Aline Paes, Alexandre Plastino
Sentiment analysis in tweets: an assessment study from classical to modern text representation models. CoRR (2021)
Jonnathan Carvalho, Alexandre Plastino
On the evaluation and combination of state-of-the-art features in Twitter sentiment analysis. Artif. Intell. Rev. 54 (3) (2021)
Manoel Limeira de Lima Júnior, Daricélio Moreira Soares, Alexandre Plastino, Leonardo Murta
Predicting the lifetime of pull requests in open-source projects. J. Softw. Evol. Process. 33 (6) (2021)
Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Alex Alves Freitas
An Ensemble of Naive Bayes Classifiers for Uncertain Categorical Data. ICDM (2021)
Marcos Guerine, Isabel Rosseti, Alexandre Plastino
A hybrid data mining heuristic to solve the point-feature cartographic label placement problem. Int. Trans. Oper. Res. 27 (2) (2020)
Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Puca Huachi Vaz Penna
MineReduce: An approach based on data mining for problem size reduction. Comput. Oper. Res. 122 (2020)
José William Menezes, Bruno Trindade, João Felipe Pimentel, Tayane Silva Fernandes de Moura, Alexandre Plastino, Leonardo Murta, Catarina Costa
What causes merge conflicts? SBES (2020)
Pablo Nascimento da Silva, Alexandre Plastino, Alex Alves Freitas
Prioritizing positive feature values: a new hierarchical feature selection method. Appl. Intell. 50 (12) (2020)
Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Puca Huachi Vaz Penna
MineReduce: an approach based on data mining for problem size reduction. CoRR (2020)
Marcos Guerine, Murilo B. Stockinger, Isabel Rosseti, Luidi Gelabert Simonetti, Kary A. C. S. Ocaña, Alexandre Plastino, Daniel de Oliveira
A provenance-based heuristic for preserving results confidentiality in cloud-based scientific workflows. Future Gener. Comput. Syst. 97 (2019)
Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
Correlation analysis of performance measures for multi-label classification. Inf. Process. Manag. 54 (3) (2018)
Pablo Nascimento da Silva, Alexandre Plastino, Alex Alves Freitas
A Novel Genetic Algorithm for Feature Selection in Hierarchical Feature Spaces. SDM (2018)
Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Puca Huachi Vaz Penna
Hybrid data mining heuristics for the heterogeneous fleet vehicle routing problem. RAIRO Oper. Res. 52 (3) (2018)
Daniel Martins, Gabriel M. Vianna, Isabel Rosseti, Simone L. Martins, Alexandre Plastino
Making a state-of-the-art heuristic faster with data mining. Ann. Oper. Res. 263 (1-2) (2018)
Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Alexandre Plastino, Leonardo Murta
What factors influence the reviewer assignment to pull requests? Inf. Softw. Technol. 98 (2018)
Manoel Limeira de Lima Júnior, Daricélio Moreira Soares, Alexandre Plastino, Leonardo Murta
Automatic assignment of integrators to pull requests: The importance of selecting appropriate attributes. J. Syst. Softw. 144 (2018)
Bruno Q. Pinto, Celso C. Ribeiro, Isabel Rosseti, Alexandre Plastino
A biased random-key genetic algorithm for the maximum quasi-clique problem. Eur. J. Oper. Res. 271 (3) (2018)
Eduardo Corrêa Gonçalves, Alex Alves Freitas, Alexandre Plastino
A Survey of Genetic Algorithms for Multi-Label Classification. CEC (2018)
Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
Categorizing feature selection methods for multi-label classification. Artif. Intell. Rev. 49 (1) (2018)
Paolo Missier, Callum McClean, Jonathan Carlton, Diego Cedrim, Leonardo da Silva Sousa, Alessandro F. Garcia, Alexandre Plastino, Alexander B. Romanovsky
Recruiting from the network: discovering Twitter users who can help combat Zika epidemics. CoRR (2017)
Paolo Missier, Callum McClean, Jonathan Carlton, Diego Cedrim, Leonardo da Silva Sousa, Alessandro F. Garcia, Alexandre Plastino, Alexander B. Romanovsky
Recruiting from the Network: Discovering Twitter Users Who Can Help Combat Zika Epidemics. ICWE (2017)
Jonnathan Carvalho, Alexandre Plastino
An Assessment Study of Features and Meta-Level Features in Twitter Sentiment Analysis. ECAI (2016)
Mariana Tasca, Alexandre Plastino, Celso C. Ribeiro, Bianca Zadrozny
A Fast and Effective Strategy for Feature Selection in High-dimensional Datasets. J. Inf. Data Manag. 7 (2) (2016)
Marcos Guerine, Isabel Rosseti, Alexandre Plastino
Extending the hybridization of metaheuristics with data mining: Dealing with sequences. Intell. Data Anal. 20 (5) (2016)
Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
Information Gain Feature Selection for Multi-Label Classification. J. Inf. Data Manag. 6 (1) (2015)
Eduardo Corrêa Gonçalves, Alexandre Plastino, Alex Alves Freitas
Simpler is Better: a Novel Genetic Algorithm to Induce Compact Multi-label Chain Classifiers. GECCO (2015)
Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino
Rejection Factors of Pull Requests Filed by Core Team Developers in Software Projects with High Acceptance Rates. ICMLA (2015)
Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino
Acceptance factors of pull requests in open-source projects. SAC (2015)
Manoel Limeira de Lima Júnior, Daricélio Moreira Soares, Alexandre Plastino, Leonardo Murta
Developers assignment for analyzing pull requests. SAC (2015)
Pablo Nascimento da Silva, Eduardo Corrêa Gonçalves, Edmilson Helton Rios, Asif Muhammad, Adam Moss, Tim Pritchard, Brent Glassborow, Alexandre Plastino, Rodrigo Bagueira de Vasconcellos Azeredo
H NMR relaxation data. Expert Syst. Appl. 42 (9) (2015)
Bruno C. Paes, Alexandre Plastino, Alex Alves Freitas
Exploring Attribute Selection in Hierarchical Classification. J. Inf. Data Manag. 5 (1) (2014)
Alexandre Plastino, Hugo Barbalho, Luis Filipe M. Santos, Richard Fuchshuber, Simone L. Martins
Adaptive and multi-mining versions of the DM-GRASP hybrid metaheuristic. J. Heuristics 20 (1) (2014)
Jonnathan Carvalho, Adriana Prado, Alexandre Plastino
A Statistical and Evolutionary Approach to Sentiment Analysis. WI-IAT (1) (2014)
Ana Carolina Salgado, Vanessa Braganholo, Renato Fileto, Alexandre Plastino
Editorial. J. Inf. Data Manag. 5 (1) (2014)
Mariana Tasca, Bianca Zadrozny, Alexandre Plastino
Relevance Measures for Multivalued Attributes in Multiclass Datasets. IBERAMIA (2014)
Marcos Guerine, Isabel Rosseti, Alexandre Plastino
Extending the Hybridization of Metaheuristics with Data Mining to a Broader Domain. ICEIS (1) (2014)
Luiz Laerte Nunes da Silva Junior, Alexandre Plastino, Leonardo Gresta Paulino Murta
What Should I Code Now? J. Univers. Comput. Sci. 20 (5) (2014)
Pablo Nascimento da Silva, Eduardo Corrêa Gonçalves, Alexandre Plastino, Alex Alves Freitas
Distinct Chains for Different Instances: An Effective Strategy for Multi-label Classifier Chains. ECML/PKDD (2) (2014)
Eduardo Corrêa Gonçalves, Alexandre Plastino, Alex Alves Freitas
A Genetic Algorithm for Optimizing the Label Ordering in Multi-label Classifier Chains. ICTAI (2013)
Claudia Galarda Varassin, Alexandre Plastino, Helena Cristina da Gama Leitão, Bianca Zadrozny
Undersampling Strategy Based on Clustering to Improve the Performance of Splice Site Classification in Human Genes. DEXA Workshops (2013)
Hugo Barbalho, Isabel Rosseti, Simone L. Martins, Alexandre Plastino
A hybrid data mining GRASP with path-relinking. Comput. Oper. Res. 40 (12) (2013)
Daniel D. C. Ribeiro, Alexandre Plastino, Leonardo Murta
Ostra: uma abordagem para análise da qualidade de software por meio de regras de associação de métricas. SBQS (2013)
Mariana Tasca, Bianca Zadrozny, Alexandre Plastino
A Relevance Measure for Multivalued Attributes. J. Inf. Data Manag. 4 (3) (2013)
Bruno C. Paes, Alexandre Plastino, Alex Alves Freitas
Improving Local Per Level Hierarchical Classification. J. Inf. Data Manag. 3 (3) (2012)
Luiz Laerte Nunes da Silva Jr., Thiago Nazareth de Oliveira, Alexandre Plastino, Leonardo Gresta Paulino Murta
Vertical Code Completion: Going Beyond the Current Ctrl+Space. SBCARS (2012)
Alexandre Plastino, Richard Fuchshuber, Simone L. Martins, Alex Alves Freitas, Saïd Salhi
-median problem. Stat. Anal. Data Min. 4 (3) (2011)
Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas
Improving Lazy Attribute Selection. J. Inf. Data Manag. 2 (3) (2011)
Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas
Lazy attribute selection: Choosing attributes at classification time. Intell. Data Anal. 15 (5) (2011)
Luiz Henrique de Campos Merschmann, Alexandre Plastino
HiSP-GC: A Classification Method Based on Probabilistic Analysis of Patterns. J. Inf. Data Manag. 1 (3) (2010)
Alexandre Plastino, Erick R. Fonseca, Richard Fuchshuber, Simone L. Martins, Alex Alves Freitas, Martino Luis, Saïd Salhi
A Hybrid Data Mining Metaheuristic for the p-Median Problem. SDM (2009)
Bruno Borsato, Alexandre Plastino, Luiz Henrique de Campos Merschmann
K-NN: Estimating an Adequate Value for Parameter K. ICEIS (2) (2008)
Matheus B. S. Barros, Simone L. Martins, Alexandre Plastino
Operon Prediction in Bacterial Genomes. BSB (2008)
Luis Filipe M. Santos, Simone L. Martins, Alexandre Plastino
Applications of the DM-GRASP heuristic: a survey. Int. Trans. Oper. Res. 15 (4) (2008)
Geiza C. Silva, Marcos R. Q. de Andrade, Luiz Satoru Ochi, Simone L. Martins, Alexandre Plastino
New heuristics for the maximum diversity problem. J. Heuristics 13 (4) (2007)
Luis Filipe M. Santos, R. Milagres, C. V. Albuquerque, Simone L. Martins, Alexandre Plastino
A Hybrid GRASP with Data Mining for Efficient Server Replication for Reliable Multicast. GLOBECOM (2006)
Luiz Henrique de Campos Merschmann, Alexandre Plastino
A Bayesian approach for protein classification. SAC (2006)
Marcos Henrique Ribeiro, Alexandre Plastino, Simone L. Martins
Hybridization of GRASP Metaheuristic with Data Mining Techniques. J. Math. Model. Algorithms 5 (1) (2006)
Luiz Henrique de Campos Merschmann, Alexandre Plastino
HiSP: A Probabilistic Data Mining Technique for Protein Classification. International Conference on Computational Science (2) (2006)
Marcos R. Q. de Andrade, Paulo M. F. de Andrade, Simone L. Martins, Alexandre Plastino
GRASP with Path-Relinking for the Maximum Diversity Problem. WEA (2005)
André Oliveira, Gabriel Argolo, Pablo Iglesias, Simone L. Martins, Alexandre Plastino
Evaluating a Scientific SPMD Application on a Computational Grid with Different Load Balancing Techniques. ISSADS (2005)
Luis Filipe M. Santos, Marcos Henrique Ribeiro, Alexandre Plastino, Simone L. Martins
A Hybrid GRASP with Data Mining for the Maximum Diversity Problem. Hybrid Metaheuristics (2005)
Eduardo Corrêa Gonçalves, Ilza Maria B. Mendes, Alexandre Plastino
Mining Exceptions in Databases. Australian Conference on Artificial Intelligence (2004)
Adriana Prado, Cristiane Targa, Alexandre Plastino
Improving Direct Counting for Frequent Itemset Mining. DaWaK (2004)
Marcos Henrique Ribeiro, Viviane de Aragao Trindade, Alexandre Plastino, Simone L. Martins
Hybridization of GRASP Metaheuristics with Data Mining Techniques. Hybrid Metaheuristics (2004)
Alexandre Plastino, Celso C. Ribeiro, Noemi de La Rocque Rodriguez
Developing SPMD applications with load balancing. Parallel Comput. 29 (6) (2003)
Carlos Azevedo, Alexandre Plastino, Ana Tereza Ribeiro de Vasconcelos
Procsimo: uma Ferramenta de Procura de Similaridade entre Operons. WOB (2003)
Viviane Thomé, Daniela Vianna, Roberto Costa, Alexandre Plastino, Otton T. da Silveira Filho
Exploring Load Balancing in a Scientific SPMD Parallel Application. ICPP Workshops (2002)
Alexandre Plastino, Celso C. Ribeiro, Noemi de La Rocque Rodriguez
A tool for SPMD application development with support for load balancing. PARCO (1999)
Sérgio Lifschitz, Alexandre Plastino, Celso C. Ribeiro
Exploring Load Balancing in Parallel Processing of Recursive Queries. Euro-Par (1997)