Alexandre Plastino

According to our database, Alexandre Plastino authored at least 91 papers between 1991 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An improved hybrid genetic search with data mining for the CVRP.

Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Uéverton dos Santos Souza

Networks, June, 2024

Sentiment analysis in Portuguese tweets: an evaluation of diverse word representation models.

Daniela Vianna, Fernando Carneiro, Jonnathan Carvalho, Alexandre Plastino, Aline Paes

Lang. Resour. Evaluation, March, 2024

Effectiveness of the MineReduce approach in reducing the size of combinatorial optimization problem instances.

Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Uéverton dos Santos Souza

RAIRO Oper. Res., 2024

Less is more: Pruning BERTweet architecture in Twitter sentiment analysis.

Ricardo Moura, Jonnathan Carvalho, Alexandre Plastino, Aline Paes

Inf. Process. Manag., 2024

BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies?

Arthur B. Vasconcelos, Luiz Felipe De Melo, Eduardo Corrêa Gonçalves, Eduardo Bezerra, Aline Paes, Alexandre Plastino

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

2023

Interpretable Ensembles of Classifiers for Uncertain Data With Bioinformatics Applications.

Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Alex Alves Freitas, João Pedro de Magalhães

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Metaheuristic techniques for the capacitated facility location problem with customer incompatibilities.

Marcelo Rodrigues de Holanda Maia, Miguel Reula, Consuelo Parreño-Torres, Prem Prakash Vuppuluri, Alexandre Plastino, Uéverton S. Souza, Sara Ceschia, Mario Pavone, Andrea Schaerf

Soft Comput., 2023

Sentiment analysis in tweets: an assessment study from classical to modern word representation models.

Sérgio Barreto, Ricardo Moura, Jonnathan Carvalho, Aline Paes, Alexandre Plastino

Data Min. Knowl. Discov., 2023

Do code refactorings influence the merge effort?

André Oliveira, Vânia Neves, Alexandre Plastino, Ana Carla Bibiano, Alessandro F. Garcia, Leonardo Murta

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

2022

Improving a state-of-the-art heuristic for the minimum latency problem with data mining.

Ítalo Santana, Alexandre Plastino, Isabel Rosseti

Int. Trans. Oper. Res., 2022

A Provenance-based Execution Strategy for Variant GPU-accelerated Scientific Workflows in Clouds.

Murilo B. Stockinger, Marcos A. Guerine, Ubiratam de Paula Junior, Filipe Santiago, Yuri Frota, Isabel Rosseti, Alexandre Plastino, Daniel de Oliveira

J. Grid Comput., 2022

A Study of Database Models for Social Network Analysis.

Mariana D. A. Salgueiro, Sérgio Lifschitz, Edward Hermann Haeusler, Veronica dos Santos, Alexandre Plastino

Proceedings of the 37th Brazilian Symposium on Databases, 2022

DMC-GRASP: A Continuous GRASP hybridized with Data Mining.

Raphael Gomes Santos, Alexandre Plastino, Alexandre César Muniz de Oliveira

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

MineReduce-Based Metaheuristic for the Minimum Latency Problem.

Marcelo Rodrigues de Holanda Maia, Ítalo Santana, Isabel Rosseti, Uéverton dos Santos Souza, Alexandre Plastino

Proceedings of the Metaheuristics - 14th International Conference, 2022

2021

A Novel Feature Selection Method for Uncertain Features: An Application to the Prediction of Pro-/Anti-Longevity Genes.

Pablo Nascimento da Silva, Alexandre Plastino, Fabio Fabris, Alex Alves Freitas

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

What factors influence the lifetime of pull requests?

Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino

Softw. Pract. Exp., 2021

Predicting the lifetime of pull requests in open-source projects.

Manoel Limeira de Lima Júnior, Daricélio Moreira Soares, Alexandre Plastino, Leonardo Murta

J. Softw. Evol. Process., 2021

Is p-value $<$ 0.05 enough? A study on the statistical evaluation of classifiers.

Nadine M. Neumann, Alexandre Plastino, Jony A. Pinto Junior, Alex Alves Freitas

Knowl. Eng. Rev., 2021

Attributes that may raise the occurrence of merge conflicts.

José William Menezes, Bruno Trindade, João Felipe Pimentel, Alexandre Plastino, Leonardo Murta, Catarina Costa

J. Softw. Eng. Res. Dev., 2021

Sequential coding patterns: How to use them effectively in code recommendation.

Luiz Laerte Nunes da Silva Junior, Troy Costa Kohwalter, Alexandre Plastino, Leonardo Gresta Paulino Murta

Inf. Softw. Technol., 2021

A lazy feature selection method for multi-label classification.

Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann

Intell. Data Anal., 2021

Sentiment analysis in tweets: an assessment study from classical to modern text representation models.

Sérgio Barreto, Ricardo Moura, Jonnathan Carvalho, Aline Paes, Alexandre Plastino

CoRR, 2021

On the evaluation and combination of state-of-the-art features in Twitter sentiment analysis.

Jonnathan Carvalho, Alexandre Plastino

Artif. Intell. Rev., 2021

An Ensemble of Naive Bayes Classifiers for Uncertain Categorical Data.

Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Alex Alves Freitas

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

A hybrid data mining heuristic to solve the point-feature cartographic label placement problem.

Marcos A. Guerine, Isabel Rosseti, Alexandre Plastino

Int. Trans. Oper. Res., 2020

MineReduce: An approach based on data mining for problem size reduction.

Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Puca Huachi Vaz Penna

Comput. Oper. Res., 2020

Prioritizing positive feature values: a new hierarchical feature selection method.

Pablo Nascimento da Silva, Alexandre Plastino, Alex Alves Freitas

Appl. Intell., 2020

What causes merge conflicts?

José William Menezes, Bruno Trindade, João Felipe Pimentel, Tayane Silva Fernandes de Moura, Alexandre Plastino, Leonardo Murta, Catarina Costa

Proceedings of the 34th Brazilian Symposium on Software Engineering, 2020

Identifying Post-Traumatic Stress Symptoms Using Physiological Signals and Data Mining.

Luiz Antonio da Ponte Junior, Débora Christina Muchaluat-Saade, Alexandre P. de Carvalho, Rita de Cássia Soares Alves, Liana Catarina Lima Portugal, Leticia de Oliveira, Mirtes Garcia Pereira

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

A provenance-based heuristic for preserving results confidentiality in cloud-based scientific workflows.

Marcos A. Guerine, Murilo B. Stockinger, Isabel Rosseti, Luidi Gelabert Simonetti, Kary A. C. S. Ocaña, Alexandre Plastino, Daniel de Oliveira

Future Gener. Comput. Syst., 2019

2018

Data Mining in Stochastic Local Search.

Simone de Lima Martins, Isabel Rosseti, Alexandre Plastino

Proceedings of the Handbook of Heuristics., 2018

Hybrid data mining heuristics for the heterogeneous fleet vehicle routing problem.

Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Puca Huachi Vaz Penna

RAIRO Oper. Res., 2018

Automatic assignment of integrators to pull requests: The importance of selecting appropriate attributes.

Manoel Limeira de Lima Júnior, Daricélio Moreira Soares, Alexandre Plastino, Leonardo Murta

J. Syst. Softw., 2018

Correlation analysis of performance measures for multi-label classification.

Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann

Inf. Process. Manag., 2018

What factors influence the reviewer assignment to pull requests?

Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Alexandre Plastino, Leonardo Murta

Inf. Softw. Technol., 2018

A biased random-key genetic algorithm for the maximum quasi-clique problem.

Bruno Q. Pinto, Celso C. Ribeiro, Isabel Rosseti, Alexandre Plastino

Eur. J. Oper. Res., 2018

Making a state-of-the-art heuristic faster with data mining.

Daniel Martins, Gabriel M. Vianna, Isabel Rosseti, Simone L. Martins, Alexandre Plastino

Ann. Oper. Res., 2018

Categorizing feature selection methods for multi-label classification.

Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann

Artif. Intell. Rev., 2018

A Novel Genetic Algorithm for Feature Selection in Hierarchical Feature Spaces.

Pablo Nascimento da Silva, Alexandre Plastino, Alex Alves Freitas

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

A Survey of Genetic Algorithms for Multi-Label Classification.

Eduardo Corrêa Gonçalves, Alex Alves Freitas, Alexandre Plastino

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Recruiting from the Network: Discovering Twitter Users Who Can Help Combat Zika Epidemics.

Paolo Missier, Callum McClean, Jonathan Carlton, Diego Cedrim, Leonardo da Silva Sousa, Alessandro F. Garcia, Alexandre Plastino, Alexander B. Romanovsky

Proceedings of the Web Engineering - 17th International Conference, 2017

2016

A Fast and Effective Strategy for Feature Selection in High-dimensional Datasets.

Mariana Tasca, Alexandre Plastino, Celso C. Ribeiro, Bianca Zadrozny

J. Inf. Data Manag., 2016

Extending the hybridization of metaheuristics with data mining: Dealing with sequences.

Marcos A. Guerine, Isabel Rosseti, Alexandre Plastino

Intell. Data Anal., 2016

An Assessment Study of Features and Meta-Level Features in Twitter Sentiment Analysis.

Jonnathan Carvalho, Alexandre Plastino

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Information Gain Feature Selection for Multi-Label Classification.

Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann

J. Inf. Data Manag., 2015

Automatic classification of carbonate rocks permeability from ¹H NMR relaxation data.

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

Expert Syst. Appl., 2015

Acceptance factors of pull requests in open-source projects.

Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Developers assignment for analyzing pull requests.

Manoel Limeira de Lima Júnior, Daricélio Moreira Soares, Alexandre Plastino, Leonardo Murta

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Rejection Factors of Pull Requests Filed by Core Team Developers in Software Projects with High Acceptance Rates.

Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Simpler is Better: a Novel Genetic Algorithm to Induce Compact Multi-label Chain Classifiers.

Eduardo Corrêa Gonçalves, Alexandre Plastino, Alex Alves Freitas

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

What Should I Code Now?

Luiz Laerte Nunes da Silva Junior, Alexandre Plastino, Leonardo Gresta Paulino Murta

J. Univers. Comput. Sci., 2014

Editorial.

Ana Carolina Salgado, Vanessa Braganholo, Renato Fileto, Alexandre Plastino

J. Inf. Data Manag., 2014

Exploring Attribute Selection in Hierarchical Classification.

Bruno C. Paes, Alexandre Plastino, Alex Alves Freitas

J. Inf. Data Manag., 2014

Adaptive and multi-mining versions of the DM-GRASP hybrid metaheuristic.

Alexandre Plastino, Hugo Barbalho, Luis Filipe M. Santos, Richard Fuchshuber, Simone L. Martins

J. Heuristics, 2014

A Statistical and Evolutionary Approach to Sentiment Analysis.

Jonnathan Carvalho, Adriana Prado, Alexandre Plastino

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Distinct Chains for Different Instances: An Effective Strategy for Multi-label Classifier Chains.

Pablo Nascimento da Silva, Eduardo Corrêa Gonçalves, Alexandre Plastino, Alex Alves Freitas

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Extending the Hybridization of Metaheuristics with Data Mining to a Broader Domain.

Marcos A. Guerine, Isabel Rosseti, Alexandre Plastino

Proceedings of the ICEIS 2014, 2014

Relevance Measures for Multivalued Attributes in Multiclass Datasets.

Mariana Tasca, Bianca Zadrozny, Alexandre Plastino

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

2013

A Relevance Measure for Multivalued Attributes.

Mariana Tasca, Bianca Zadrozny, Alexandre Plastino

J. Inf. Data Manag., 2013

A hybrid data mining GRASP with path-relinking.

Hugo Barbalho, Isabel Rosseti, Simone L. Martins, Alexandre Plastino

Comput. Oper. Res., 2013

Ostra: uma abordagem para análise da qualidade de software por meio de regras de associação de métricas.

Daniel D. C. Ribeiro, Alexandre Plastino, Leonardo Murta

Proceedings of the 12th Brazilian Symposium on Software Quality, 2013

A Genetic Algorithm for Optimizing the Label Ordering in Multi-label Classifier Chains.

Eduardo Corrêa Gonçalves, Alexandre Plastino, Alex Alves Freitas

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Undersampling Strategy Based on Clustering to Improve the Performance of Splice Site Classification in Human Genes.

Claudia Galarda Varassin, Alexandre Plastino, Helena Cristina da Gama Leitão, Bianca Zadrozny

Proceedings of the 24th International Workshop on Database and Expert Systems Applications, 2013

2012

Improving Local Per Level Hierarchical Classification.

Bruno C. Paes, Alexandre Plastino, Alex Alves Freitas

J. Inf. Data Manag., 2012

Vertical Code Completion: Going Beyond the Current Ctrl+Space.

Luiz Laerte Nunes da Silva Jr., Thiago Nazareth de Oliveira, Alexandre Plastino, Leonardo Gresta Paulino Murta

Proceedings of the Sixth Brazilian Symposium on Software Components, 2012

2011

A hybrid data mining metaheuristic for the <i>p</i>-median problem.

Alexandre Plastino, Richard Fuchshuber, Simone L. Martins, Alex Alves Freitas, Saïd Salhi

Stat. Anal. Data Min., 2011

Improving Lazy Attribute Selection.

Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas

J. Inf. Data Manag., 2011

Lazy attribute selection: Choosing attributes at classification time.

Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas

Intell. Data Anal., 2011

2010

HiSP-GC: A Classification Method Based on Probabilistic Analysis of Patterns.

Luiz Henrique de Campos Merschmann, Alexandre Plastino

J. Inf. Data Manag., 2010

2009

A Hybrid Data Mining Metaheuristic for the p-Median Problem.

Alexandre Plastino, Erick R. Fonseca, Richard Fuchshuber, Simone L. Martins, Alex Alves Freitas, Martino Luis, Saïd Salhi

Proceedings of the SIAM International Conference on Data Mining, 2009

2008

Applications of the DM-GRASP heuristic: a survey.

Luis Filipe M. Santos, Simone L. Martins, Alexandre Plastino

Int. Trans. Oper. Res., 2008

Operon Prediction in Bacterial Genomes.

Matheus B. S. Barros, Simone L. Martins, Alexandre Plastino

Proceedings of the Advances in Bioinformatics and Computational Biology, 2008

K-NN: Estimating an Adequate Value for Parameter K.

Bruno Borsato, Alexandre Plastino, Luiz Henrique de Campos Merschmann

Proceedings of the ICEIS 2008, 2008

2007

New heuristics for the maximum diversity problem.

Geiza Cristina da Silva, Marcos R. Q. de Andrade, Luiz Satoru Ochi, Simone L. Martins, Alexandre Plastino

J. Heuristics, 2007

2006

Hybridization of GRASP Metaheuristic with Data Mining Techniques.

Marcos Henrique Ribeiro, Alexandre Plastino, Simone L. Martins

J. Math. Model. Algorithms, 2006

A Bayesian approach for protein classification.

Luiz Henrique de Campos Merschmann, Alexandre Plastino

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

HiSP: A Probabilistic Data Mining Technique for Protein Classification.

Luiz Henrique de Campos Merschmann, Alexandre Plastino

Proceedings of the Computational Science, 2006

A Hybrid GRASP with Data Mining for Efficient Server Replication for Reliable Multicast.

Luis Filipe M. Santos, R. Milagres, C. V. Albuquerque, Simone L. Martins, Alexandre Plastino

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005

GRASP with Path-Relinking for the Maximum Diversity Problem.

Marcos R. Q. de Andrade, Paulo M. F. de Andrade, Simone L. Martins, Alexandre Plastino

Proceedings of the Experimental and Efficient Algorithms, 4th InternationalWorkshop, 2005

Evaluating a Scientific SPMD Application on a Computational Grid with Different Load Balancing Techniques.

André Oliveira, Gabriel Argolo, Pablo Iglesias, Simone L. Martins, Alexandre Plastino

Proceedings of the Advanced Distributed Systems: 5th International School and Symposium, 2005

A Hybrid GRASP with Data Mining for the Maximum Diversity Problem.

Luis Filipe M. Santos, Marcos Henrique Ribeiro, Alexandre Plastino, Simone L. Martins

Proceedings of the Hybrid Metaheuristics, Second International Workshop, 2005

2004

Hybridization of GRASP Metaheuristics with Data Mining Techniques.

Marcos Henrique Ribeiro, Viviane de Aragao Trindade, Alexandre Plastino, Simone L. Martins

Proceedings of the Hybrid Metaheuristics, First International Workshop, 2004

Improving Direct Counting for Frequent Itemset Mining.

Adriana Prado, Cristiane Targa, Alexandre Plastino

Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004

Mining Exceptions in Databases.

Eduardo Corrêa Gonçalves, Ilza Maria B. Mendes, Alexandre Plastino

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

2003

Developing SPMD applications with load balancing.

Alexandre Plastino, Celso C. Ribeiro, Noemi de La Rocque Rodriguez

Parallel Comput., 2003

Procsimo: uma Ferramenta de Procura de Similaridade entre Operons.

Carlos Azevedo, Alexandre Plastino, Ana Tereza Ribeiro de Vasconcelos

Proceedings of the II Brazilian Workshop on Bioinformatics, 2003

2002

Exploring Load Balancing in a Scientific SPMD Parallel Application.

Viviane Thomé, Daniela Vianna, Roberto Costa, Alexandre Plastino, Otton T. da Silveira Filho

Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002

1999

A tool for SPMD application development with support for load balancing.

Alexandre Plastino, Celso C. Ribeiro, Noemi de La Rocque Rodriguez

Proceedings of the Parallel Computing: Fundamentals & Applications, 1999

1997

Exploring Load Balancing in Parallel Processing of Recursive Queries.

Sérgio Lifschitz, Alexandre Plastino, Celso C. Ribeiro

Proceedings of the Euro-Par '97 Parallel Processing, 1997

1994

An analysis of SQL integrity constraints from an entity-relationship model perspective.

Alberto H. F. Laender, Marco A. Casanova, Alexandre P. de Carvalho, L. F. G. G. M. Ridolfi

Inf. Syst., 1994

1991

An Analysis of Table Constraints in SQL2 Based on the Entity-Relationship Model.

Marco A. Casanova, Alexandre P. de Carvalho, L. F. G. G. M. Ridolfi, Alberto H. F. Laender

Proceedings of the 10th International Conference on Entity-Relationship Approach (ER'91), 1991