Wellington Santos Martins

According to our database, Wellington Santos Martins authored at least 44 papers between 1995 and 2023.

Collaborative distances:

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

2023

Evaluation of Deep Learning Techniques for Entity Matching.

Paulo Henrique Santos Lima, Douglas Rolins Santana, Wellington Santos Martins, Leonardo Andrade Ribeiro

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

2022

Parallel Extremely Randomized Decision Forests on Graphics Processors for Text Classification.

Julio Cesar Batista Pires, Wellington Santos Martins

Proceedings of the Parallel Processing and Applied Mathematics, 2022

A new big data architecture for efficient processing of spatiotemporal data using Machine Learning.

Sávio Salvarino Teles de Oliveira, Vagner J. do Sacramento Rodrigues, Wellington S. Martins, Anderson da Silva Soares

Proceedings of the XXIII Brazilian Symposium on Geoinformatics, 2022

2021

Parallel Processing of Remote Sensing Time Series Applied to Land-Use and Land-Cover Classification.

Roberto U. Paiva, Sávio S. T. de Oliveira, Luiz Mario L. Pascoal, Leandro Parente, Wellington S. Martins

J. Inf. Data Manag., 2021

SmarT: Machine Learning Approach for Efficient Filtering and Retrieval of Spatial and Temporal Data in Big Data.

Sávio S. T. de Oliveira, Vagner J. do Sacramento Rodrigues, Wellington S. Martins

J. Inf. Data Manag., 2021

On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study.

Washington Cunha, Vítor Mangaravite, Christian Gomes, Sérgio D. Canuto, Elaine Resende, Cecilia Nascimento, Felipe Viegas, Celso França, Wellington Santos Martins, Jussara M. Almeida, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves

Inf. Process. Manag., 2021

Computer architecture and high performance computing.

Raphael Y. de Camargo, Fabrizio Marozzo, Wellington Martins

Concurr. Comput. Pract. Exp., 2021

2020

SmarT: Uso de Aprendizado de Máquina para Filtragem e Recuperação Eficiente de Dados Espaciais e Temporais em Big Data.

Sávio Salvarino Teles de Oliveira, Vagner J. do Sacramento Rodrigues, Wellington S. Martins

Proceedings of the 35th Brazilian Symposium on Databases, 2020

An Efficient Solution to Generate Meta-features for Classification with Remote Sensing Time Series.

Roberto U. Paiva, Sávio S. T. de Oliveira, Luiz Mario L. Pascoal, Leandro Parente, Wellington S. Martins

Proceedings of the XXI Brazilian Symposium on Geoinformatics - GEOINFO 2020, São José dos Campos, SP, Brazil, November 30, 2020

"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification.

Luiz Felipe Mendes, Marcos André Gonçalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection.

Daniel Xavier de Sousa, Sérgio D. Canuto, Marcos André Gonçalves, Thierson Couto Rosa, Wellington Santos Martins

ACM Trans. Inf. Syst., 2019

A Parallel and Distributed Approach to the Analysis of Time Series on Remote Sensing Big Data.

Sávio S. T. de Oliveira, Wellington Santos Martins, Vagner J. do Sacramento Rodrigues, Elivelton F. Bueno, Marcelo de Castro Cardoso, Luiz Mario L. Pascoal

J. Inf. Data Manag., 2019

Parallel rule-based selective sampling and on-demand learning to rank.

Mateus Ferreira e Freitas, Daniel Xavier de Sousa, Wellington S. Martins, Thierson Couto Rosa, Rodrigo M. Silva, Marcos André Gonçalves

Concurr. Comput. Pract. Exp., 2019

Exploiting parallelism to generate meta-features for land use and land cover classification with remote sensing time series.

Sávio S. T. de Oliveira, Marcelo de Castro Cardoso, Elivelton F. Bueno, Vagner J. do Sacramento Rodrigues, Wellington S. Martins

Proceedings of the XX Brazilian Symposium on Geoinformatics, 2019

Accelerating word Embedding Generation with Fine-Grain Parallelism.

Leonardo Afonso Amorim, Mateus F. Freitas, Altino Dantas, Celso G. Camilo-Junior, Weber Martins, Wellington Santos Martins

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification.

Felipe Viegas, Leonardo Rocha, Elaine Resende, Thiago Salles, Wellington Martins, Mateus Ferreira e Freitas, Marcos André Gonçalves

Neurocomputing, 2018

P-TWDTW: Parallel Processing of Time Series Remote Sensing Images Using Manycore Architectures.

Sávio Salvarino Teles de Oliveira, Vagner José do Sacramento Rodrigues, Laerte G. Ferreira, Wellington S. Martins

Proceedings of the Symposium on High Performance Computing Systems, 2018

A GPU-Based Parallel Reduction Implementation.

Walid Abdala Rfaei Jradi, Hugo Alexandre Dantas do Nascimento, Wellington Santos Martins

Proceedings of the High Performance Computing Systems - 19th Symposium, 2018

A Fast and Generic GPU-Based Parallel Reduction Implementation.

Walid Abdala Rfaei Jradi, Hugo A. D. do Nascimento, Wellington Santos Martins

Proceedings of the Symposium on High Performance Computing Systems, 2018

A Fast Similarity Search kNN for Textual Datasets.

Leonardo Afonso Amorim, Mateus F. Freitas, Paulo Henrique da Silva, Wellington S. Martins

Proceedings of the Symposium on High Performance Computing Systems, 2018

A New Word Embedding Approach to Evaluate Potential Fixes for Automated Program Repair.

Leonardo Afonso Amorim, Mateus F. Freitas, Altino Dantas, Eduardo Faria de Souza, Celso G. Camilo-Junior, Wellington S. Martins

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

SP-TWDTW: A New Parallel Algorithm for Spatio-Temporal Analysis of Remote Sensing Images.

Sávio S. T. de Oliveira, Luiz Mario L. Pascoal, Laerte G. Ferreira, Marcelo de Castro Cardoso, Elivelton F. Bueno, Vagner J. do Sacramento Rodrigues, Wellington Santos Martins

Proceedings of the XIX Brazilian Symposium on Geoinformatics, 2018

2017

Fast Parallel Set Similarity Joins on Many-core Architectures.

Sidney Ribeiro-Júnior, Rafael David Quirino, Leonardo Andrade Ribeiro, Wellington Santos Martins

J. Inf. Data Manag., 2017

Parallel regressions for variable selection using GPU.

Lauro Cássio Martins de Paula, Anderson da Silva Soares, Telma W. L. Soares, Arlindo R. G. Filho, Clarimar José Coelho, Alexandre C. B. Delbem, Wellington Santos Martins

Computing, 2017

Efficient Filter-Based Algorithms for Exact Set Similarity Join on GPUs.

Rafael David Quirino, Sidney Ribeiro-Júnior, Leonardo Andrade Ribeiro, Wellington Santos Martins

Proceedings of the Enterprise Information Systems - 19th International Conference, 2017

fgssjoin: A GPU-based Algorithm for Set Similarity Joins.

Rafael David Quirino, Sidney Ribeiro-Júnior, Leonardo Andrade Ribeiro, Wellington Santos Martins

Proceedings of the ICEIS 2017, 2017

2016

Solving the maximum subsequence sum and related problems using BSP/CGM model and multi-GPU CUDA.

Anderson C. Lima, Rodrigo G. Branco, Samuel Ferraz, Edson Norberto Cáceres, Roussian R. A. Gaioso, Wellington Santos Martins, Siang W. Song

J. Braz. Comput. Soc., 2016

gSSJoin: a GPU-based Set Similarity Join Algorithm.

Sidney Ribeiro-Júnior, Rafael David Quirino, Leonardo Andrade Ribeiro, Wellington Santos Martins

Proceedings of the 31º Simpósio Brasileiro de Banco de Dados, 2016

A new platform for time-series analysis of remote sensing images in a distributed computing environment.

Sávio Salvarino Teles de Oliveira, Marcelo de Castro Cardoso, Wisllay M. V. dos Santos, Paulo C. P. Costa, Vagner J. do Sacramento Rodrigues, Wellington Santos Martins

Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank.

Daniel Xavier de Sousa, Sérgio Daniel Canuto, Thierson Couto Rosa, Wellington Santos Martins, Marcos André Gonçalves

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

A variant of k-nearest neighbors search with cyclically permuted query points for rotation-invariant image processing.

Leslie R. Foulds, Jorge P. de Morais Neto, Humberto J. Longo, Hugo A. D. do Nascimento, Wellington Santos Martins

Discret. Appl. Math., 2015

An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing.

Sérgio D. Canuto, Marcos André Gonçalves, Wisllay M. V. dos Santos, Thierson Couto Rosa, Wellington Martins

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Efficient BSP/CGM Algorithms for the Maximum Subsequence Sum and Related Problems¹.

Anderson C. Lima, Rodrigo G. Branco, Edson Norberto Cáceres, Roussian R. A. Gaioso, Samuel Ferraz, Siang Wun Song, Wellington Santos Martins

Proceedings of the International Conference on Computational Science, 2015

Processamento da Junção Espacial Distribuída utilizando a técnica de Semi-Junção Espacial.

Sávio Salvarino Teles de Oliveira, Anderson Rogerio Cunha, Vagner J. do Sacramento Rodrigues, Wellington Santos Martins

Proceedings of the XVI Brazilian Symposium on GeoInformatics, Campos do Jordão, São Paulo, Brazil, November 29, 2015

Parallel Lazy Semi-Naive Bayes Strategies for Effective and Efficient Document Classification.

Felipe Viegas, Marcos André Gonçalves, Wellington Martins, Leonardo Rocha

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

On Efficient Meta-Level Features for Effective Text Classification.

Sérgio D. Canuto, Thiago Salles, Marcos André Gonçalves, Leonardo Rocha, Gabriel Spada Ramos, Luiz Gonçalves, Thierson Couto Rosa, Wellington Santos Martins

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

SUNPLIN: Simulation with Uncertainty for Phylogenetic Investigations.

Wellington Santos Martins, Welton Couto Carmo, Humberto J. Longo, Thierson Couto Rosa, Thiago Fernando Rangel

BMC Bioinform., 2013

2012

Phylogenetic Distance Computation Using CUDA.

Wellington Santos Martins, Thiago Fernando Rangel, Divino Cesar S. Lucas, Elias B. Ferreira, Edson Cáceres

Proceedings of the Advances in Bioinformatics and Computational Biology, 2012

Improving On-Demand Learning to Rank through Parallelism.

Daniel Xavier de Sousa, Thierson Couto Rosa, Wellington Santos Martins, Rodrigo M. Silva, Marcos André Gonçalves

Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

2003

A Software Tool to Aid in the Search for Intron Markers derived from EST data.

Wellington Martins, Simone Vasconcelos, David Bertioli

Proceedings of the II Brazilian Workshop on Bioinformatics, 2003

2002

TROLL-Tandem Repeat Occurrence Locator.

Adalberto T. Castelo, Wellington Santos Martins, Guang R. Gao

Bioinform., 2002

2001

A Multithreaded Parallel Implementation of a Dynamic Programming Algorithm for Sequence Comparison.

Wellington Santos Martins, Juan del Cuvillo, F. J. Useche, Kevin B. Theobald, Guang R. Gao

Proceedings of the 6th Pacific Symposium on Biocomputing, 2001

1998

The performance of a selection of sorting algorithms on a general purpose parallel computer.

Roy D. Dowsing, Wellington Santos Martins

Concurr. Pract. Exp., 1998

1995

Algorithm performance on a general purpose parallel computer.

Wellington Santos Martins

PhD thesis, 1995