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ORCIDAlexandre Plastino 0001
Alexandre P. de Carvalho 0001
Person information
- affiliation: Fluminense Federal University, Niterói, Rio de Janeiro, Brazil
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2020 – today
- 2024
[j48]Ricardo Moura
, Jonnathan Carvalho, Alexandre Plastino, Aline Paes:
Less is more: Pruning BERTweet architecture in Twitter sentiment analysis. Inf. Process. Manag. 61(4): 103688 (2024)- [j47]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): 223-272 (2024) - [j46]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): 692-711 (2024) - [j45]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): 1131-1146 (2024) - [c41]Arthur B. Vasconcelos, Luiz Felipe De Melo, Eduardo Corrêa Gonçalves, Eduardo Bezerra, Aline Paes, Alexandre Plastino:
BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? SemEval@NAACL 2024: 455-462 - 2023
- [j44]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): 318-380 (2023) - [j43]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): 4685-4698 (2023) - [j42]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): 1829-1841 (2023) - [c40]André Oliveira, Vânia Neves, Alexandre Plastino, Ana Carla Bibiano, Alessandro F. Garcia, Leonardo Murta:
Do code refactorings influence the merge effort? ICSE 2023: 134-146 - [i4]André Oliveira, Vânia Neves, Alexandre Plastino, Ana Carla Bibiano, Alessandro F. Garcia, Leonardo G. P. Murta:
Do code refactorings influence the merge effort? CoRR abs/2305.06129 (2023) - 2022
- [j41]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): 36 (2022) - [j40]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): 959-986 (2022) - [c39]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: 88-102 - [c38]Raphael Gomes Santos, Alexandre Plastino, Alexandre César Muniz de Oliveira:
DMC-GRASP: A Continuous GRASP hybridized with Data Mining. CEC 2022: 1-8 - [c37]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: 397-402 - 2021
- [j39]Jonnathan Carvalho, Alexandre Plastino:
On the evaluation and combination of state-of-the-art features in Twitter sentiment analysis. Artif. Intell. Rev. 54(3): 1887-1936 (2021) - [j38]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): 21-34 (2021) - [j37]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: 106690 (2021) - [j36]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: 14:1-14:14 (2021) - [j35]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: e1 (2021) - [j34]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) - [j33]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): 1173-1193 (2021) - [j32]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): 2230-2238 (2021) - [c36]Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Alex Alves Freitas:
An Ensemble of Naive Bayes Classifiers for Uncertain Categorical Data. ICDM 2021: 1222-1227 - [i3]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 abs/2105.14373 (2021) - 2020
- [j31]Pablo Nascimento da Silva, Alexandre Plastino, Alex Alves Freitas:
Prioritizing positive feature values: a new hierarchical feature selection method. Appl. Intell. 50(12): 4412-4433 (2020) - [j30]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: 104995 (2020) - [j29]Marcos A. 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): 1189-1209 (2020) - [c35]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:
Identifying Post-Traumatic Stress Symptoms Using Physiological Signals and Data Mining. CBMS 2020: 233-238 - [c34]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: 203-212 - [i2]Marcelo Rodrigues de Holanda Maia, Alexandre Plastino, Puca Huachi Vaz Penna:
MineReduce: an approach based on data mining for problem size reduction. CoRR abs/2005.07415 (2020)
2010 – 2019
- 2019
- [j28]Marcos A. 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: 697-713 (2019) - 2018
- [j27]Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann:
Categorizing feature selection methods for multi-label classification. Artif. Intell. Rev. 49(1): 57-78 (2018) - [j26]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): 141-162 (2018) - [j25]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): 849-865 (2018) - [j24]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: 32-43 (2018) - [j23]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): 359-369 (2018) - [j22]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: 181-196 (2018) - [j21]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): 661-690 (2018) - [c33]Eduardo Corrêa Gonçalves, Alex Alves Freitas, Alexandre Plastino:
A Survey of Genetic Algorithms for Multi-Label Classification. CEC 2018: 1-8 - [c32]Pablo Nascimento da Silva, Alexandre Plastino, Alex Alves Freitas:
A Novel Genetic Algorithm for Feature Selection in Hierarchical Feature Spaces. SDM 2018: 738-746 - [r1]Simone de Lima Martins, Isabel Rosseti, Alexandre Plastino:
Data Mining in Stochastic Local Search. Handbook of Heuristics 2018: 39-87 - 2017
- [c31]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: 437-445 - [i1]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 abs/1703.03928 (2017) - 2016
- [j20]Marcos A. Guerine, Isabel Rosseti, Alexandre Plastino:
Extending the hybridization of metaheuristics with data mining: Dealing with sequences. Intell. Data Anal. 20(5): 1133-1156 (2016) - [j19]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): 155-165 (2016) - [c30]Jonnathan Carvalho, Alexandre Plastino:
An Assessment Study of Features and Meta-Level Features in Twitter Sentiment Analysis. ECAI 2016: 769-777 - 2015
- [j18]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:
Automatic classification of carbonate rocks permeability from 1H NMR relaxation data. Expert Syst. Appl. 42(9): 4299-4309 (2015) - [j17]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): 48-58 (2015) - [c29]Eduardo Corrêa Gonçalves, Alexandre Plastino, Alex Alves Freitas:
Simpler is Better: a Novel Genetic Algorithm to Induce Compact Multi-label Chain Classifiers. GECCO 2015: 559-566 - [c28]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: 960-965 - [c27]Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino:
Acceptance factors of pull requests in open-source projects. SAC 2015: 1541-1546 - [c26]Manoel Limeira de Lima Júnior, Daricélio Moreira Soares, Alexandre Plastino, Leonardo Murta:
Developers assignment for analyzing pull requests. SAC 2015: 1567-1572 - 2014
- [j16]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): 39-74 (2014) - [j15]Ana Carolina Salgado, Vanessa Braganholo, Renato Fileto, Alexandre Plastino:
Editorial. J. Inf. Data Manag. 5(1): 1-3 (2014) - [j14]Bruno C. Paes, Alexandre Plastino, Alex Alves Freitas:
Exploring Attribute Selection in Hierarchical Classification. J. Inf. Data Manag. 5(1): 124-133 (2014) - [j13]Luiz Laerte Nunes da Silva Junior, Alexandre Plastino, Leonardo Gresta Paulino Murta:
What Should I Code Now? J. Univers. Comput. Sci. 20(5): 797-821 (2014) - [c25]Mariana Tasca, Bianca Zadrozny, Alexandre Plastino:
Relevance Measures for Multivalued Attributes in Multiclass Datasets. IBERAMIA 2014: 344-355 - [c24]Marcos A. Guerine, Isabel Rosseti, Alexandre Plastino:
Extending the Hybridization of Metaheuristics with Data Mining to a Broader Domain. ICEIS (1) 2014: 395-406 - [c23]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: 453-468 - [c22]Jonnathan Carvalho, Adriana Prado, Alexandre Plastino:
A Statistical and Evolutionary Approach to Sentiment Analysis. WI-IAT (1) 2014: 110-117 - 2013
- [j12]Hugo Barbalho, Isabel Rosseti, Simone L. Martins, Alexandre Plastino:
A hybrid data mining GRASP with path-relinking. Comput. Oper. Res. 40(12): 3159-3173 (2013) - [j11]Mariana Tasca, Bianca Zadrozny, Alexandre Plastino:
A Relevance Measure for Multivalued Attributes. J. Inf. Data Manag. 4(3): 421-436 (2013) - [c21]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: 85-89 - [c20]Eduardo Corrêa Gonçalves, Alexandre Plastino, Alex Alves Freitas:
A Genetic Algorithm for Optimizing the Label Ordering in Multi-label Classifier Chains. ICTAI 2013: 469-476 - [c19]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: 351-365 - 2012
- [j10]Bruno C. Paes, Alexandre Plastino, Alex Alves Freitas:
Improving Local Per Level Hierarchical Classification. J. Inf. Data Manag. 3(3): 394-409 (2012) - [c18]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: 81-90 - 2011
- [j9]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): 715-732 (2011) - [j8]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): 447-462 (2011) - [j7]Alexandre Plastino, Richard Fuchshuber, Simone L. Martins, Alex Alves Freitas, Saïd Salhi:
A hybrid data mining metaheuristic for the p-median problem. Stat. Anal. Data Min. 4(3): 313-335 (2011) - 2010
- [j6]Luiz Henrique de Campos Merschmann, Alexandre Plastino:
HiSP-GC: A Classification Method Based on Probabilistic Analysis of Patterns. J. Inf. Data Manag. 1(3): 423-438 (2010)
2000 – 2009
- 2009
- [c17]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: 305-316 - 2008
- [j5]Luis Filipe M. Santos, Simone L. Martins, Alexandre Plastino:
Applications of the DM-GRASP heuristic: a survey. Int. Trans. Oper. Res. 15(4): 387-416 (2008) - [c16]Bruno Borsato, Alexandre Plastino, Luiz Henrique de Campos Merschmann:
K-NN: Estimating an Adequate Value for Parameter K. ICEIS (2) 2008: 459-466 - [c15]Matheus B. S. Barros, Simone L. Martins, Alexandre Plastino:
Operon Prediction in Bacterial Genomes. BSB 2008: 13-22 - 2007
- [j4]Geiza Cristina da 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): 315-336 (2007) - 2006
- [j3]Marcos Henrique Ribeiro, Alexandre Plastino, Simone L. Martins:
Hybridization of GRASP Metaheuristic with Data Mining Techniques. J. Math. Model. Algorithms 5(1): 23-41 (2006) - [c14]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 - [c13]Luiz Henrique de Campos Merschmann, Alexandre Plastino:
HiSP: A Probabilistic Data Mining Technique for Protein Classification. International Conference on Computational Science (2) 2006: 863-870 - [c12]Luiz Henrique de Campos Merschmann, Alexandre Plastino:
A Bayesian approach for protein classification. SAC 2006: 200-201 - 2005
- [c11]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: 116-127 - [c10]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: 301-311 - [c9]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: 558-569 - 2004
- [c8]Eduardo Corrêa Gonçalves, Ilza Maria B. Mendes, Alexandre Plastino:
Mining Exceptions in Databases. Australian Conference on Artificial Intelligence 2004: 1076-1081 - [c7]Adriana Prado, Cristiane Targa, Alexandre Plastino:
Improving Direct Counting for Frequent Itemset Mining. DaWaK 2004: 371-380 - [c6]Marcos Henrique Ribeiro, Viviane de Aragao Trindade, Alexandre Plastino, Simone L. Martins:
Hybridization of GRASP Metaheuristics with Data Mining Techniques. Hybrid Metaheuristics 2004: 69-78 - 2003
- [j2]Alexandre Plastino, Celso C. Ribeiro, Noemi de La Rocque Rodriguez:
Developing SPMD applications with load balancing. Parallel Comput. 29(6): 743-766 (2003) - [c5]Carlos Azevedo, Alexandre Plastino, Ana Tereza Ribeiro de Vasconcelos:
Procsimo: uma Ferramenta de Procura de Similaridade entre Operons. WOB 2003: 117-120 - 2002
- [c4]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: 419-428
1990 – 1999
- 1999
- [c3]Alexandre Plastino, Celso C. Ribeiro, Noemi de La Rocque Rodriguez:
A tool for SPMD application development with support for load balancing. PARCO 1999: 639-646 - 1997
- [c2]Sérgio Lifschitz, Alexandre Plastino, Celso C. Ribeiro:
Exploring Load Balancing in Parallel Processing of Recursive Queries. Euro-Par 1997: 1125-1129 - 1994
- [j1]Alberto H. F. Laender, Marco A. Casanova, Alexandre P. de Carvalho, L. F. G. G. M. Ridolfi:
An analysis of SQL integrity constraints from an entity-relationship model perspective. Inf. Syst. 19(4): 331-358 (1994) - 1991
- [c1]Marco A. Casanova, Alexandre P. de Carvalho, L. F. G. G. M. Ridolfi, Alberto H. F. Laender:
An Analysis of Table Constraints in SQL2 Based on the Entity-Relationship Model. ER 1991: 623-641
Coauthor Index
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