Algorithm performance on a general purpose parallel computer. - Wellington Santos Martins (1995)

The performance of a selection of sorting algorithms on a general purpose parallel computer. - Roy D. Dowsing; Wellington Santos Martins (Concurr. Pract. Exp., 1998)

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 (Pacific Symposium on Biocomputing, 2001)

TROLL-Tandem Repeat Occurrence Locator. - Adalberto T. Castelo; Wellington Santos Martins; Guang R. Gao (Bioinform., 2002)

A Software Tool to Aid in the Search for Intron Markers derived from EST data. - Wellington Martins; Simone Vasconcelos; David Bertioli (WOB, 2003)

Improving On-Demand Learning to Rank through Parallelism. - Daniel Xavier de Sousa; Thierson Couto Rosa; Wellington Santos Martins; Rodrigo M. Silva; Marcos André Gonçalves (WISE, 2012)

Phylogenetic Distance Computation Using CUDA. - Wellington Santos Martins; Thiago Fernando Rangel; Divino Cesar S. Lucas; Elias B. Ferreira; Edson Cáceres (BSB, 2012)

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)

On Efficient Meta-Level Features for Effective Text Classification. - Sérgio D. Canuto; Thiago Salles; Marcos André Gonçalves; Leonardo Rocha 001; Gabriel Spada Ramos; Luiz Gonçalves 001; Thierson Couto Rosa; Wellington Santos Martins (CIKM, 2014)

Parallel Lazy Semi-Naive Bayes Strategies for Effective and Efficient Document Classification. - Felipe Viegas; Marcos André Gonçalves; Wellington Martins; Leonardo Rocha 001 (CIKM, 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 (GEOINFO, 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 (ICCS, 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 (SIGIR, 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)

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 (CIKM, 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 (GEOINFO, 2016)

gSSJoin: a GPU-based Set Similarity Join Algorithm. - Sidney Ribeiro-Júnior; Rafael David Quirino; Leonardo Andrade Ribeiro; Wellington Santos Martins (SBBD, 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)

fgssjoin: A GPU-based Algorithm for Set Similarity Joins. - Rafael David Quirino; Sidney Ribeiro-Júnior; Leonardo Andrade Ribeiro; Wellington Santos Martins (ICEIS (1), 2017)

Efficient Filter-Based Algorithms for Exact Set Similarity Join on GPUs. - Rafael David Quirino; Sidney Ribeiro-Júnior; Leonardo Andrade Ribeiro; Wellington Santos Martins (ICEIS (Revised Selected Papers), 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)

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)

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 (GEOINFO, 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 (IJCNN, 2018)

A Fast Similarity Search kNN for Textual Datasets. - Leonardo Afonso Amorim; Mateus F. Freitas; Paulo Henrique da Silva; Wellington S. Martins (WSCAD, 2018)

A Fast and Generic GPU-Based Parallel Reduction Implementation. - Walid Abdala Rfaei Jradi; Hugo A. D. do Nascimento; Wellington Santos Martins (WSCAD, 2018)

A GPU-Based Parallel Reduction Implementation. - Walid Abdala Rfaei Jradi; Hugo Alexandre Dantas do Nascimento; Wellington Santos Martins (WSCAD (Selected Papers), 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 (WSCAD, 2018)

Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification. - Felipe Viegas; Leonardo Rocha 001; Elaine Resende; Thiago Salles; Wellington Martins; Mateus Ferreira e Freitas; Marcos André Gonçalves (Neurocomputing, 2018)

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 (BRACIS, 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 (GEOINFO, 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)

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)

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)

"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification. - Luiz Felipe Mendes; Marcos André Gonçalves; Washington Cunha; Leonardo Rocha 001; Thierson Couto Rosa; Wellington Martins (CIKM, 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 (GEOINFO, 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 (SBBD, 2020)

Computer architecture and high performance computing. - Raphael Y. de Camargo; Fabrizio Marozzo; Wellington Martins (Concurr. Comput. Pract. Exp., 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 001; et al. (Inf. Process. 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)

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)

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 (GEOINFO, 2022)

Parallel Extremely Randomized Decision Forests on Graphics Processors for Text Classification. - Julio Cesar Batista Pires; Wellington Santos Martins (PPAM (1), 2022)

Evaluation of Deep Learning Techniques for Entity Matching. - Paulo Henrique Santos Lima; Douglas Rolins Santana; Wellington Santos Martins; Leonardo Andrade Ribeiro (ICEIS (1), 2023)