Guilherme Andrade

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Efficient Execution

Top Venues

Publications

Guilherme Andrade, Willian Barreiros, Leonardo Rocha, Renato Ferreira, George Teodoro
Large-scale response-aware online ANN search in dynamic datasets. Clust. Comput. 27 (3) (2024)
Guilherme Andrade, Renato Ferreira, George Teodoro
Spatial-aware data partition for distributed memory parallelization of ANN search in multimedia retrieval. Parallel Comput. 115 (2023)
Manuel Rodrigues, Guilherme Andrade
Recognizing Emotions from Voice: A Prototype. DCAI (1) (2023)
Guilherme Andrade, Manuel Rodrigues, Paulo Novais
A Survey on the Semi Supervised Learning Paradigm in the Context of Speech Emotion Recognition. IntelliSys (2) (2021)
Geovana Silva, Giovanni Santos, Edna Dias Canedo, Vandor Rissoli, Bruno J. G. Praciano, Guilherme Andrade
Impact of Calango language in an Introductory Computer Programming Course. FIE (2020)
Guilherme Andrade, George Teodoro, Renato Ferreira
Scalable and Efficient Spatial-Aware Parallelization Strategies for Multimedia Retrieval. SBAC-PAD (2020)
Guilherme Andrade, André Fernandes, Jeremias M. Gomes, Renato Ferreira, George Teodoro
Large-scale parallel similarity search with Product Quantization for online multimedia services. J. Parallel Distributed Comput. 125 (2019)
Rodrigo Carvalho, Guilherme Andrade, Diogo Santana, Thiago Silveira, Daniel Madeira, Rafael Sachetto Oliveira, Renato Ferreira, Leonardo Rocha
Evaluating Dynamic Scheduling of Tasks in Mobile Architectures Using ParallelME Framework. ICCS (3) (2018)
Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves, Fernando Mourão, Giovanni Sá, Thiago Salles, Guilherme Andrade, Isac Sandin
A Genetic Programming approach for feature selection in highly dimensional skewed data. Neurocomputing 273 (2018)
Guilherme Andrade, George Teodoro, Renato Ferreira
Online Multimedia Similarity Search with Response Time-Aware Parallelism and Task Granularity Auto-Tuning. SBAC-PAD (2017)
George Teodoro, Tahsin M. Kurç, Guilherme Andrade, Jun Kong, Renato Ferreira, Joel H. Saltz
Application performance analysis and efficient execution on systems with multi-core CPUs, GPUs and MICs: a case study with microscopy image analysis. Int. J. High Perform. Comput. Appl. 31 (1) (2017)
Gabriel Spada Ramos, Guilherme Andrade, Rafael Sachetto Oliveira, Daniel Madeira, Renan Carvalho, Renato Ferreira, Fernando Mourão, Leonardo Rocha
A Framework for Direct and Transparent Data Exchange of Filter-stream Applications in Multi-GPUs Architectures. ICCS (2017)
Leonardo Rocha, Fernando Mourão, Guilherme Andrade, Renato Ferreira, Srinivasan Parthasarathy, Danilo Melo, Sávyo Toledo, Aniket Chakrabarti
D-STHARk: Evaluating Dynamic Scheduling of Tasks in Hybrid Simulated Architectures. ICCS (2016)
Danilo Melo, Sávyo Toledo, Fernando Mourão, Rafael Sachetto Oliveira, Guilherme Andrade, Renato Ferreira, Srinivasan Parthasarathy, Leonardo Rocha
Hierarchical Density-Based Clustering based on GPU Accelerated Data Indexing Strategy. ICCS (2016)
Guilherme Andrade, Wilson de Carvalho, Renato Utsch, Pedro Caldeira, Alberto Albuquerque, Fabricio Ferracioli, Leonardo Rocha, Michael Frank, Dorgival O. Guedes, Renato Ferreira
ParallelME: A Parallel Mobile Engine to Explore Heterogeneity in Mobile Computing Architectures. Euro-Par (2016)
Leonardo Rocha, Gabriel Spada Ramos, Rodrigo Chaves, Rafael Sachetto Oliveira, Daniel Madeira, Felipe Viegas, Guilherme Andrade, Sérgio Daniel, Marcos André Gonçalves, Renato Ferreira
G-KNN: an efficient document classification algorithm for sparse datasets on GPUs using KNN. SAC (2015)
George Teodoro, Tahsin M. Kurç, Guilherme Andrade, Jun Kong, Renato Ferreira, Joel H. Saltz
Performance Analysis and Efficient Execution on Systems with multi-core CPUs, GPUs and MICs. CoRR (2015)
Guilherme Andrade, Renato Ferreira, George Teodoro, Leonardo Rocha, Joel H. Saltz, Tahsin M. Kurç
Efficient Execution of Microscopy Image Analysis on CPU, GPU, and MIC Equipped Cluster Systems. SBAC-PAD (2014)
Guilherme Andrade, Gabriel Spada Ramos, Daniel Madeira, Rafael Sachetto Oliveira, Esteban Clua, Renato Ferreira, Leonardo Rocha
Efficient dynamic scheduling of heterogeneous applications in hybrid architectures. SAC (2014)
Guilherme Andrade, Felipe Viegas, Gabriel Spada Ramos, Jussara M. Almeida, Leonardo Chaves Dutra da Rocha, Marcos André Gonçalves, Renato Ferreira
GPU-NB: A Fast CUDA-Based Implementation of Naïve Bayes. SBAC-PAD (2013)
Guilherme Andrade, Gabriel Spada Ramos, Daniel Madeira, Rafael Sachetto Oliveira, Renato Ferreira, Leonardo Rocha
G-DBSCAN: A GPU Accelerated Algorithm for Density-based Clustering. ICCS (2013)
Isac Sandin, Guilherme Andrade, Felipe Viegas, Daniel Madeira, Leonardo Rocha, Thiago Salles, Marcos André Gonçalves
Aggressive and effective feature selection using genetic programming. IEEE Congress on Evolutionary Computation (2012)
Guilherme Andrade, Felipe Teixeira, Carolina Ribeiro Xavier, Rafael Sachetto Oliveira, Leonardo Rocha, Alexandre G. Evsukoff
HASCH: High Performance Automatic Spell Checker for Portuguese Texts from the Web. ICCS (2012)