Guilherme Andrade

According to our database, Guilherme Andrade authored at least 24 papers between 2012 and 2024.

Collaborative distances:

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

2024

Large-scale response-aware online ANN search in dynamic datasets.

Guilherme Andrade, Willian Barreiros, Leonardo Rocha, Renato Ferreira, George Teodoro

Clust. Comput., June, 2024

2023

Spatial-aware data partition for distributed memory parallelization of ANN search in multimedia retrieval.

Guilherme Andrade, Renato Ferreira, George Teodoro

Parallel Comput., February, 2023

Recognizing Emotions from Voice: A Prototype.

Manuel Rodrigues, Guilherme Andrade

Proceedings of the Distributed Computing and Artificial Intelligence, 2023

2021

A Survey on the Semi Supervised Learning Paradigm in the Context of Speech Emotion Recognition.

Guilherme Andrade, Manuel Rodrigues, Paulo Novais

Proceedings of the Intelligent Systems and Applications, 2021

2020

Scalable and Efficient Spatial-Aware Parallelization Strategies for Multimedia Retrieval.

Guilherme Andrade, George Teodoro, Renato Ferreira

Proceedings of the 32nd IEEE International Symposium on Computer Architecture and High Performance Computing, 2020

Impact of Calango language in an Introductory Computer Programming Course.

Geovana R. S. Silva, Giovanni Santos, Edna Dias Canedo, Vandor Rissoli, Bruno J. G. Praciano, Guilherme Andrade

Proceedings of the IEEE Frontiers in Education Conference, 2020

2019

Large-scale parallel similarity search with Product Quantization for online multimedia services.

Guilherme Andrade, André Fernandes, Jeremias M. Gomes, Renato Ferreira, George Teodoro

J. Parallel Distributed Comput., 2019

2018

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

Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves, Fernando Mourão, Giovanni Sá, Thiago Salles, Guilherme Andrade, Isac Sandin

Neurocomputing, 2018

Evaluating Dynamic Scheduling of Tasks in Mobile Architectures Using ParallelME Framework.

Rodrigo Carvalho, Guilherme Andrade, Diogo Santana, Thiago Silveira, Daniel Madeira, Rafael Sachetto Oliveira, Renato Ferreira, Leonardo Rocha

Proceedings of the Computational Science - ICCS 2018, 2018

2017

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 M. Kurç, Guilherme Andrade, Jun Kong, Renato Ferreira, Joel H. Saltz

Int. J. High Perform. Comput. Appl., 2017

Exploring Heterogeneous Mobile Architectures with a High-Level Programming Model.

Wilson de Carvalho Moreira, Guilherme Andrade, Pedro Henrique Moreira Caldeira, Renato Utsch Goncalves, Renato Antônio Celso Ferreira, Leonardo C. da Rocha, Renan de Carvalho Sousa, Millas Nasser Ramsses Avelar

Proceedings of the 29th International Symposium on Computer Architecture and High Performance Computing, 2017

Online Multimedia Similarity Search with Response Time-Aware Parallelism and Task Granularity Auto-Tuning.

Guilherme Andrade, George Teodoro, Renato Ferreira

Proceedings of the 29th International Symposium on Computer Architecture and High Performance Computing, 2017

A Framework for Direct and Transparent Data Exchange of Filter-stream Applications in Multi-GPUs Architectures.

Gabriel Spada Ramos, Guilherme Andrade, Rafael Sachetto Oliveira, Daniel Madeira, Renan Carvalho, Renato Ferreira, Fernando Mourão, Leonardo Rocha

Proceedings of the International Conference on Computational Science, 2017

2016

D-STHARk: Evaluating Dynamic Scheduling of Tasks in Hybrid Simulated Architectures.

Leonardo Rocha, Fernando Mourão, Guilherme Andrade, Renato Ferreira, Srinivasan Parthasarathy, Danilo Melo, Sávyo Toledo, Aniket Chakrabarti

Proceedings of the International Conference on Computational Science 2016, 2016

Hierarchical Density-Based Clustering based on GPU Accelerated Data Indexing Strategy.

Danilo Melo, Sávyo Toledo, Fernando Mourão, Rafael Sachetto Oliveira, Guilherme Andrade, Renato Ferreira, Srinivasan Parthasarathy, Leonardo Rocha

Proceedings of the International Conference on Computational Science 2016, 2016

ParallelME: A Parallel Mobile Engine to Explore Heterogeneity in Mobile Computing Architectures.

Guilherme Andrade, Wilson de Carvalho, Renato Utsch, Pedro Caldeira, Alberto Albuquerque, Fabricio Ferracioli, Leonardo Rocha, Michael Frank, Dorgival O. Guedes, Renato Ferreira

Proceedings of the Euro-Par 2016: Parallel Processing, 2016

2015

Performance Analysis and Efficient Execution on Systems with multi-core CPUs, GPUs and MICs.

George Teodoro, Tahsin M. Kurç, Guilherme Andrade, Jun Kong, Renato Ferreira, Joel H. Saltz

CoRR, 2015

G-KNN: an efficient document classification algorithm for sparse datasets on GPUs using KNN.

Leonardo Rocha, Gabriel Spada Ramos, Rodrigo Chaves, Rafael Sachetto Oliveira, Daniel Madeira, Felipe Viegas, Guilherme Andrade, Sérgio Daniel, Marcos André Gonçalves, Renato Ferreira

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

2014

Efficient Execution of Microscopy Image Analysis on CPU, GPU, and MIC Equipped Cluster Systems.

Guilherme Andrade, Renato Ferreira, George Teodoro, Leonardo Rocha, Joel H. Saltz, Tahsin M. Kurç

Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014

Efficient dynamic scheduling of heterogeneous applications in hybrid architectures.

Guilherme Andrade, Gabriel Spada Ramos, Daniel Madeira, Rafael Sachetto Oliveira, Esteban Clua, Renato Ferreira, Leonardo Rocha

Proceedings of the Symposium on Applied Computing, 2014

2013

GPU-NB: A Fast CUDA-Based Implementation of Naïve Bayes.

Guilherme Andrade, Felipe Viegas, Gabriel Spada Ramos, Jussara M. Almeida, Leonardo Chaves Dutra da Rocha, Marcos André Gonçalves, Renato Ferreira

Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

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

Guilherme Andrade, Gabriel Spada Ramos, Daniel Madeira, Rafael Sachetto Oliveira, Renato Ferreira, Leonardo Rocha

Proceedings of the International Conference on Computational Science, 2013

2012

HASCH: High Performance Automatic Spell Checker for Portuguese Texts from the Web.

Guilherme Andrade, Felipe Teixeira, Carolina Ribeiro Xavier, Rafael Sachetto Oliveira, Leonardo Rocha, Alexandre G. Evsukoff

Proceedings of the International Conference on Computational Science, 2012

Aggressive and effective feature selection using genetic programming.

Isac Sandin, Guilherme Andrade, Felipe Viegas, Daniel Madeira, Leonardo Rocha, Thiago Salles, Marcos André Gonçalves

Proceedings of the IEEE Congress on Evolutionary Computation, 2012