Aggressive and effective feature selection using genetic programming. - Isac Sandin; Guilherme Andrade; Felipe Viegas; Daniel Madeira; Leonardo Rocha 001; Thiago Salles; Marcos André Gonçalves (IEEE Congress on Evolutionary Computation, 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 001; Alexandre G. Evsukoff (ICCS, 2012)

G-DBSCAN: A GPU Accelerated Algorithm for Density-based Clustering. - Guilherme Andrade; Gabriel Spada Ramos; Daniel Madeira; Rafael Sachetto Oliveira; Renato Ferreira 001; Leonardo Rocha 001 (ICCS, 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 001 (SBAC-PAD, 2013)

Efficient dynamic scheduling of heterogeneous applications in hybrid architectures. - Guilherme Andrade; Gabriel Spada Ramos; Daniel Madeira; Rafael Sachetto Oliveira; Esteban Clua; Renato Ferreira 001; Leonardo Rocha 001 (SAC, 2014)

Efficient Execution of Microscopy Image Analysis on CPU, GPU, and MIC Equipped Cluster Systems. - Guilherme Andrade; Renato Ferreira 001; George Teodoro; Leonardo Rocha 001; Joel H. Saltz; Tahsin M. Kurç (SBAC-PAD, 2014)

G-KNN: an efficient document classification algorithm for sparse datasets on GPUs using KNN. - Leonardo Rocha 001; Gabriel Spada Ramos; Rodrigo Chaves; Rafael Sachetto Oliveira; Daniel Madeira; Felipe Viegas; Guilherme Andrade; Sérgio Daniel; Marcos André Gonçalves; Renato Ferreira 001 (SAC, 2015)

Performance Analysis and Efficient Execution on Systems with multi-core CPUs, GPUs and MICs. - George Teodoro; Tahsin M. Kurç; Guilherme Andrade; Jun Kong 002; Renato Ferreira 001; Joel H. Saltz (CoRR, 2015)

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 001; Michael Frank 008; Dorgival O. Guedes; Renato Ferreira 001 (Euro-Par, 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 001; Srinivasan Parthasarathy 001; Leonardo Rocha 001 (ICCS, 2016)

D-STHARk: Evaluating Dynamic Scheduling of Tasks in Hybrid Simulated Architectures. - Leonardo Rocha 001; Fernando Mourão; Guilherme Andrade; Renato Ferreira 001; Srinivasan Parthasarathy 001; Danilo Melo; Sávyo Toledo; Aniket Chakrabarti (ICCS, 2016)

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 001; Fernando Mourão; Leonardo Rocha 001 (ICCS, 2017)

Online Multimedia Similarity Search with Response Time-Aware Parallelism and Task Granularity Auto-Tuning. - Guilherme Andrade; George Teodoro; Renato Ferreira 001 (SBAC-PAD, 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 (SBAC-PAD, 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 002; Renato Ferreira 001; Joel H. Saltz (Int. J. High Perform. Comput. Appl., 2017)

Evaluating Dynamic Scheduling of Tasks in Mobile Architectures Using ParallelME Framework. - Rodrigo Carvalho 002; Guilherme Andrade; Diogo Santana; Thiago Silveira; Daniel Madeira; Rafael Sachetto Oliveira; Renato Ferreira 001; Leonardo Rocha 001 (ICCS (3), 2018)

A Genetic Programming approach for feature selection in highly dimensional skewed data. - Felipe Viegas; Leonardo Rocha 001; Marcos André Gonçalves; Fernando Mourão; Giovanni Sá; Thiago Salles; Guilherme Andrade; Isac Sandin (Neurocomputing, 2018)

Large-scale parallel similarity search with Product Quantization for online multimedia services. - Guilherme Andrade; André Fernandes; Jeremias M. Gomes; Renato Ferreira 001; George Teodoro (J. Parallel Distributed Comput., 2019)

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 (FIE, 2020)

Scalable and Efficient Spatial-Aware Parallelization Strategies for Multimedia Retrieval. - Guilherme Andrade; George Teodoro; Renato Ferreira 001 (SBAC-PAD, 2020)

A Survey on the Semi Supervised Learning Paradigm in the Context of Speech Emotion Recognition. - Guilherme Andrade; Manuel Rodrigues 001; Paulo Novais (IntelliSys (2), 2021)

Recognizing Emotions from Voice: A Prototype. - Manuel Rodrigues 001; Guilherme Andrade (DCAI (1), 2023)

Spatial-aware data partition for distributed memory parallelization of ANN search in multimedia retrieval. - Guilherme Andrade; Renato Ferreira 001; George Teodoro (Parallel Comput., 2023)

Large-scale response-aware online ANN search in dynamic datasets. - Guilherme Andrade; Willian Barreiros; Leonardo Rocha 001; Renato Ferreira 001; George Teodoro (Clust. Comput., 2024)