Concepedia

Guilherme Andrade

GA

8

Publications

333

Citations

8

H-Index

2012

Active since

Affiliations

Universidade Federal de Minas Gerais(Current)

Federal University of São João del-Rei

Universidade de Brasília

Stony Brook University

Centro Universitário de Belo Horizonte

Guilherme Andrade is an author at Universidade Federal de Minas Gerais specializing in data science, data mining, and engineering.

Top concepts

Data MiningEngineeringData ScienceComputer ScienceParallel ComputingKnowledge DiscoveryPattern RecognitionParallel ProgrammingGpu ComputingBig Data

Publications per year

2012–2018

8

Publications

8

G-DBSCAN: A GPU Accelerated Algorithm for Density-based Clustering

Guilherme Andrade, Gabriel Ramos, Daniel Madeira et al. · Procedia Computer Science · 2013 · 132 citations · Full text

Cluster Technology, Cluster Computing, Engineering +15

A Genetic Programming approach for feature selection in highly dimensional skewed data

Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves et al. · Neurocomputing · 2017 · 91 citations

Evolutionary Data Mining, Engineering, Data Science +11

Aggressive and effective feature selection using genetic programming

Isac Sandin, Guilherme Andrade, Felipe Viegas et al. · 2012 · 30 citations · Full text

Search Optimization, Artificial Intelligence, Evolutionary Data Mining +14

Application performance analysis and efficient execution on systems with multi-core CPUs, GPUs and MICs: a case study with microscopy image analysis

George Teodoro, Tahsin Kurç, Guilherme Andrade et al. · The International Journal of High Performance Computing Applications · 2015 · 24 citations · Full text

GPU-NB: A Fast CUDA-Based Implementation of Na&#x00EF;ve Bayes

Guilherme Andrade, Felipe Viegas, Gabriel Ramos et al. · 2013 · 16 citations

Engineering, Machine Learning, Computer Architecture +23

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