Symbolic Regression via Genetic Programming. - Douglas Adriano Augusto; Helio J. C. Barbosa (SBRN, 2000)

Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification. - Douglas Adriano Augusto; Helio J. C. Barbosa; Nelson F. F. Ebecken (GECCO, 2008)

On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning. - André da Motta Salles Barreto; Douglas Adriano Augusto; Helio J. C. Barbosa (Artificial Evolution, 2009)

On the characteristics of sequential decision problems and their impact on evolutionary computation. - André da Motta Salles Barreto; Douglas Adriano Augusto; Helio J. C. Barbosa (GECCO, 2009)

Coevolutionary multi-population genetic programming for data classification. - Douglas Adriano Augusto; Helio José Corrêa Barbosa; Nelson Francisco Favilla Ebecken (GECCO, 2010)

Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method. - Douglas Adriano Augusto; Helio J. C. Barbosa; André da Motta Salles Barreto; Heder S. Bernardino (EPIA, 2011)

A new approach for generating numerical constants in grammatical evolution. - Douglas Adriano Augusto; Helio J. C. Barbosa; André da Motta Salles Barreto; Heder S. Bernardino (GECCO (Companion), 2011)

An immune-inspired instance selection mechanism for supervised classification. - Grazziela Patrocinio Figueredo; Nelson F. F. Ebecken; Douglas Adriano Augusto; Helio J. C. Barbosa (Memetic Comput., 2012)

Evaluating the feasibility of grammar-based GP in combining meteorological forecast models. - Amanda S. Dufek; Douglas Adriano Augusto; Pedro Leite da Silva Dias; Helio José Corrêa Barbosa (IEEE Congress on Evolutionary Computation, 2013)

The use of Agent-based Simulation to Discover Extreme Cases in Immune-Interactions with Early-Stage Cancer Scenarios. - Grazziela P. Figueredo; Peer-Olaf Siebers; Douglas Adriano Augusto; Helio J. C. Barbosa; Uwe Aickelin (ECAL, 2013)

Improving recruitment effectiveness using genetic programming techniques. - Douglas Adriano Augusto; Heder S. Bernardino; Helio J. C. Barbosa (GECCO (Companion), 2013)

Accelerated parallel genetic programming tree evaluation with OpenCL. - Douglas Adriano Augusto; Helio J. C. Barbosa (J. Parallel Distributed Comput., 2013)

NICeSim: An open-source simulator based on machine learning techniques to support medical research on prenatal and perinatal care decision making. - Fabio Ribeiro Cerqueira; Tiago Geraldo Ferreira; Alcione de Paiva Oliveira; Douglas Adriano Augusto; Eduardo Krempser; Helio José Corrêa Barbosa; Sylvia do Carmo Castro Franceschini; Brunnella Alcantara Chagas de Freitas; Andreia Patricia Gomes; Rodrigo Siqueira-Batista (Artif. Intell. Medicine, 2014)

Application of evolutionary computation on ensemble forecast of quantitative precipitation. - Amanda S. Dufek; Douglas Adriano Augusto; Pedro Leite da Silva Dias; Helio J. C. Barbosa (Comput. Geosci., 2017)

Multi- and Many-Threaded Heterogeneous Parallel Grammatical Evolution. - Amanda Sabatini Dufek; Douglas Adriano Augusto; Helio José Corrêa Barbosa; Pedro Leite da Silva Dias (Handbook of Grammatical Evolution, 2018)

A Survey of e-Biodiversity: Concepts, Practices, and Challenges. - Luiz M. R. Gadelha Jr.; Pedro C. de Siracusa; Artur Ziviani; Eduardo Couto Dalcin; Helen Michelle Affe; Marinez Ferreira de Siqueira; Luís Alexandre Estevão da Silva; Douglas Adriano Augusto; Eduardo Krempser; Marcia Chame; Raquel Lopes Costa; Pedro Milet Meirelles; et al. (CoRR, 2018)

A Linear Solver Framework for Flow and Geomechanics Reservoir Simulation. - Leonardo Gasparini; José Roberto Pereira Rodrigues; Cesar Conopoima; Douglas Adriano Augusto; Michael de Souza 001; Luiz Mariano Carvalho; Paulo Goldfeld; João Paulo Ramirez; Jairo Panetta (IPDPS Workshops, 2019)

SISS-Geo: Leveraging Citizen Science to Monitor Wildlife Health Risks in Brazil. - Marcia Chame; Helio J. C. Barbosa; Luiz M. R. Gadelha Jr.; Douglas Adriano Augusto; Eduardo Krempser; Livia Abdalla (J. Heal. Informatics Res., 2019)

Data-driven symbolic ensemble models for wind speed forecasting through evolutionary algorithms. - Amanda S. Dufek; Douglas Adriano Augusto; Pedro Leite da Silva Dias; Helio J. C. Barbosa (Appl. Soft Comput., 2020)

An efficient fault-tolerant communication algorithm for population-based metaheuristics. - Amanda S. Dufek; Douglas Adriano Augusto; Helio J. C. Barbosa; Pedro L. S. Dias; Jack R. Deslippe (GECCO Companion, 2021)

Hybrid parallel iterative sparse linear solver framework for reservoir geomechanical and flow simulation. - Leonardo Gasparini; José Roberto Pereira Rodrigues; Douglas Adriano Augusto; Luiz Mariano Carvalho; Cesar Conopoima; Paulo Goldfeld; Jairo Panetta; João Paulo Ramirez; Michael Souza 001; Mateus O. Figueiredo; Victor M. D. M. Leite (J. Comput. Sci., 2021)

A survey of biodiversity informatics: Concepts, practices, and challenges. - Luiz M. R. Gadelha Jr.; Pedro C. de Siracusa; Eduardo Couto Dalcin; Luís Alexandre Estevão da Silva; Douglas Adriano Augusto; Eduardo Krempser; Helen Michelle Affe; Raquel Lopes Costa; Maria Luiza Mondelli; Pedro Milet Meirelles; Fabiano L. Thompson; Marcia Chame; et al. (WIREs Data Mining Knowl. Discov., 2021)

A Comparison of Image and Scalar-Based Approaches in Preconditioner Selection. - Michael Souza 001; Luiz Mariano Carvalho; Douglas Adriano Augusto; Jairo Panetta; Paulo Goldfeld; José Roberto Pereira Rodrigues (CoRR, 2023)

Optimizing MILC-Dslash Performance on NVIDIA A100 GPU: Parallel Strategies using SYCL. - Amanda S. Dufek; Steven A. Gottlieb; Muaaz Gul Awan; Douglas Adriano Augusto; Jack Deslippe; Brandon Cook 001 (SC Workshops, 2024)

Classification of animal species via deep neural networks and species distribution modeling: a systematic review. - Mateus Braga Oliveira; Heder Soares Bernardino; Alex Borges Vieira; Douglas Adriano Augusto (Artif. Intell. Rev., 2025)