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Wellington Santos Martins
Person information
- affiliation: Informatics Institute, Goiânia, Brazil
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2020 – today
- 2023
- [c28]Paulo Henrique Santos Lima, Douglas Rolins Santana, Wellington Santos Martins, Leonardo Andrade Ribeiro:
Evaluation of Deep Learning Techniques for Entity Matching. ICEIS (1) 2023: 247-254 - 2022
- [c27]Sávio Salvarino Teles de Oliveira, Vagner J. do Sacramento Rodrigues, Wellington S. Martins, Anderson da Silva Soares:
A new big data architecture for efficient processing of spatiotemporal data using Machine Learning. GEOINFO 2022: 39-50 - [c26]Julio Cesar Batista Pires, Wellington Santos Martins
:
Parallel Extremely Randomized Decision Forests on Graphics Processors for Text Classification. PPAM (1) 2022: 83-94 - 2021
- [j15]Raphael Y. de Camargo, Fabrizio Marozzo, Wellington Martins:
Computer architecture and high performance computing. Concurr. Comput. Pract. Exp. 33(18) (2021) - [j14]Washington Cunha
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study. Inf. Process. Manag. 58(3): 102481 (2021) - [j13]Sávio S. T. de Oliveira, Vagner J. do Sacramento Rodrigues, Wellington S. Martins:
SmarT: Machine Learning Approach for Efficient Filtering and Retrieval of Spatial and Temporal Data in Big Data. J. Inf. Data Manag. 12(3) (2021) - [j12]Roberto U. Paiva, Sávio S. T. de Oliveira, Luiz Mario L. Pascoal, Leandro Parente, Wellington S. Martins:
Parallel Processing of Remote Sensing Time Series Applied to Land-Use and Land-Cover Classification. J. Inf. Data Manag. 12(4) (2021) - 2020
- [c25]Luiz Felipe Mendes
"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification. CIKM 2020: 1125-1134 - [c24]Roberto U. Paiva, Sávio S. T. de Oliveira, Luiz Mario L. Pascoal, Leandro Parente, Wellington S. Martins:
An Efficient Solution to Generate Meta-features for Classification with Remote Sensing Time Series. GEOINFO 2020: 46-57 - [c23]Sávio Salvarino Teles de Oliveira, Vagner J. do Sacramento Rodrigues, Wellington S. Martins:
SmarT: Uso de Aprendizado de Máquina para Filtragem e Recuperação Eficiente de Dados Espaciais e Temporais em Big Data. SBBD 2020: 85-96
2010 – 2019
- 2019
- [j11]Mateus Ferreira e Freitas, Daniel Xavier de Sousa, Wellington S. Martins
Parallel rule-based selective sampling and on-demand learning to rank. Concurr. Comput. Pract. Exp. 31(18) (2019) - [j10]Sávio S. T. de Oliveira, Wellington Santos Martins, Vagner J. do Sacramento Rodrigues, Elivelton F. Bueno, Marcelo de Castro Cardoso, Luiz Mario L. Pascoal:
A Parallel and Distributed Approach to the Analysis of Time Series on Remote Sensing Big Data. J. Inf. Data Manag. 10(1): 16-34 (2019) - [j9]Daniel Xavier de Sousa
Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection. ACM Trans. Inf. Syst. 37(2): 24:1-24:34 (2019) - [c22]Leonardo Afonso Amorim, Mateus F. Freitas, Altino Dantas, Celso G. Camilo-Junior, Weber Martins, Wellington Santos Martins:
Accelerating word Embedding Generation with Fine-Grain Parallelism. BRACIS 2019: 96-101 - [c21]Sávio S. T. de Oliveira, Marcelo de Castro Cardoso, Elivelton F. Bueno, Vagner J. do Sacramento Rodrigues, Wellington S. Martins:
Exploiting parallelism to generate meta-features for land use and land cover classification with remote sensing time series. GEOINFO 2019: 135-146 - 2018
- [j8]Felipe Viegas
Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification. Neurocomputing 307: 153-171 (2018) - [c20]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:
SP-TWDTW: A New Parallel Algorithm for Spatio-Temporal Analysis of Remote Sensing Images. GEOINFO 2018: 46-57 - [c19]Leonardo Afonso Amorim, Mateus F. Freitas, Altino Dantas, Eduardo Faria de Souza
A New Word Embedding Approach to Evaluate Potential Fixes for Automated Program Repair. IJCNN 2018: 1-8 - [c18]Walid Abdala Rfaei Jradi, Hugo A. D. do Nascimento
A Fast and Generic GPU-Based Parallel Reduction Implementation. WSCAD 2018: 16-22 - [c17]Walid Abdala Rfaei Jradi
A GPU-Based Parallel Reduction Implementation. WSCAD (Selected Papers) 2018: 168-182 - [c16]Leonardo Afonso Amorim, Mateus F. Freitas, Paulo Henrique da Silva, Wellington S. Martins:
A Fast Similarity Search kNN for Textual Datasets. WSCAD 2018: 229-236 - [c15]Sávio Salvarino Teles de Oliveira, Vagner José do Sacramento Rodrigues, Laerte G. Ferreira, Wellington S. Martins:
P-TWDTW: Parallel Processing of Time Series Remote Sensing Images Using Manycore Architectures. WSCAD 2018: 252-258 - 2017
- [j7]Lauro Cássio Martins de Paula
Parallel regressions for variable selection using GPU. Computing 99(3): 219-234 (2017) - [j6]Sidney Ribeiro-Júnior, Rafael David Quirino, Leonardo Andrade Ribeiro, Wellington Santos Martins:
Fast Parallel Set Similarity Joins on Many-core Architectures. J. Inf. Data Manag. 8(3): 255-270 (2017) - [c14]Rafael David Quirino, Sidney Ribeiro-Júnior, Leonardo Andrade Ribeiro, Wellington Santos Martins:
Efficient Filter-Based Algorithms for Exact Set Similarity Join on GPUs. ICEIS (Revised Selected Papers) 2017: 74-95 - [c13]Rafael David Quirino, Sidney Ribeiro-Júnior, Leonardo Andrade Ribeiro, Wellington Santos Martins:
fgssjoin: A GPU-based Algorithm for Set Similarity Joins. ICEIS (1) 2017: 152-161 - [i1]Walid Abdala Rfaei Jradi, Hugo A. D. do Nascimento, Wellington Martins:
A Fast and Generic GPU-Based Parallel Reduction Implementation. CoRR abs/1710.07358 (2017) - 2016
- [j5]Anderson C. Lima, Rodrigo G. Branco
Solving the maximum subsequence sum and related problems using BSP/CGM model and multi-GPU CUDA. J. Braz. Comput. Soc. 22(1): 7:1-7:13 (2016) - [c12]Daniel Xavier de Sousa, Sérgio Daniel Canuto
Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank. CIKM 2016: 257-266 - [c11]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:
A new platform for time-series analysis of remote sensing images in a distributed computing environment. GEOINFO 2016: 128-139 - [c10]Sidney Ribeiro-Júnior, Rafael David Quirino, Leonardo Andrade Ribeiro, Wellington Santos Martins:
gSSJoin: a GPU-based Set Similarity Join Algorithm. SBBD 2016: 64-75 - 2015
- [j4]Leslie R. Foulds, Jorge P. de Morais Neto, Humberto J. Longo
A variant of k-nearest neighbors search with cyclically permuted query points for rotation-invariant image processing. Discret. Appl. Math. 197: 123-144 (2015) - [c9]Felipe Viegas
Parallel Lazy Semi-Naive Bayes Strategies for Effective and Efficient Document Classification. CIKM 2015: 1071-1080 - [c8]Sávio Salvarino Teles de Oliveira, Anderson Rogerio Cunha, Vagner J. do Sacramento Rodrigues, Wellington Santos Martins:
Processamento da Junção Espacial Distribuída utilizando a técnica de Semi-Junção Espacial. GEOINFO 2015: 137-142 - [c7]Anderson C. Lima, Rodrigo G. Branco
Efficient BSP/CGM Algorithms for the Maximum Subsequence Sum and Related Problems1. ICCS 2015: 2754-2758 - [c6]Sérgio D. Canuto
An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing. SIGIR 2015: 333-342 - 2014
- [c5]Sérgio D. Canuto
On Efficient Meta-Level Features for Effective Text Classification. CIKM 2014: 1709-1718 - 2013
- [j3]Wellington Santos Martins
SUNPLIN: Simulation with Uncertainty for Phylogenetic Investigations. BMC Bioinform. 14: 324 (2013) - 2012
- [c4]Daniel Xavier de Sousa, Thierson Couto Rosa, Wellington Santos Martins
Improving On-Demand Learning to Rank through Parallelism. WISE 2012: 526-537 - [c3]Wellington Santos Martins
Phylogenetic Distance Computation Using CUDA. BSB 2012: 168-178
2000 – 2009
- 2003
- [c2]Wellington Martins, Simone Vasconcelos, David Bertioli:
A Software Tool to Aid in the Search for Intron Markers derived from EST data. WOB 2003: 153-156 - 2002
- [j2]Adalberto T. Castelo, Wellington Santos Martins, Guang R. Gao:
TROLL-Tandem Repeat Occurrence Locator. Bioinform. 18(4): 634-636 (2002) - 2001
- [c1]Wellington Santos Martins, Juan del Cuvillo, F. J. Useche, Kevin B. Theobald, Guang R. Gao:
A Multithreaded Parallel Implementation of a Dynamic Programming Algorithm for Sequence Comparison. Pacific Symposium on Biocomputing 2001: 311-322
1990 – 1999
- 1998
- [j1]Roy D. Dowsing, Wellington Santos Martins:
The performance of a selection of sorting algorithms on a general purpose parallel computer. Concurr. Pract. Exp. 10(4): 315-332 (1998) - 1995
- [b1]Wellington Santos Martins:
Algorithm performance on a general purpose parallel computer. University of East Anglia, Norwich, UK, 1995
Coauthor Index
aka: Sávio Salvarino Teles de Oliveira
aka: Vagner José do Sacramento Rodrigues
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