Douglas Adriano Augusto

26 papers A 3B 1Misc 1Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Accelerating Bilevel Optimization With Hierarchical Many-Threaded Parallel Differential Evolution.
IEEE Trans. Evol. Comput.
Amanda S. Dufek, Jaqueline S. Angelo, Douglas Adriano Augusto, Helio J. C. Barbosa
2025 J jnl
Classification of animal species via deep neural networks and species distribution modeling: a systematic review.
Artif. Intell. Rev.
Mateus Braga Oliveira, Heder Soares Bernardino, Alex Borges Vieira, Douglas Adriano Augusto
2024 — conf
Optimizing MILC-Dslash Performance on NVIDIA A100 GPU: Parallel Strategies using SYCL.
SC Workshops
Amanda S. Dufek, Steven A. Gottlieb, Muaaz Gul Awan, Douglas Adriano Augusto, Jack Deslippe, Brandon Cook
2023 J jnl
A Comparison of Image and Scalar-Based Approaches in Preconditioner Selection.
CoRR
Michael Souza, Luiz Mariano Carvalho, Douglas Adriano Augusto, Jairo Panetta, Paulo Goldfeld, José Roberto Pereira Rodrigues
2021 J jnl
A survey of biodiversity informatics: Concepts, practices, and challenges.
WIREs Data Mining Knowl. Discov.
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, Artur Ziviani, Marinez Ferreira de Siqueira
2021 — conf
An efficient fault-tolerant communication algorithm for population-based metaheuristics.
GECCO Companion
Amanda S. Dufek, Douglas Adriano Augusto, Helio J. C. Barbosa, Pedro L. S. Dias, Jack R. Deslippe
2021 J jnl
Hybrid parallel iterative sparse linear solver framework for reservoir geomechanical and flow simulation.
J. Comput. Sci.
Leonardo Gasparini, José Roberto Pereira Rodrigues, Douglas Adriano Augusto, Luiz Mariano Carvalho, Cesar Conopoima, Paulo Goldfeld, Jairo Panetta, João Paulo Ramirez, Michael Souza, Mateus O. Figueiredo, Victor M. D. M. Leite
2020 J jnl
Data-driven symbolic ensemble models for wind speed forecasting through evolutionary algorithms.
Appl. Soft Comput.
Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio J. C. Barbosa
2019 — conf
A Linear Solver Framework for Flow and Geomechanics Reservoir Simulation.
IPDPS Workshops
Leonardo Gasparini, José Roberto Pereira Rodrigues, Cesar Conopoima, Douglas Adriano Augusto, Michael de Souza, Luiz Mariano Carvalho, Paulo Goldfeld, João Paulo Ramirez, Jairo Panetta
2019 J jnl
SISS-Geo: Leveraging Citizen Science to Monitor Wildlife Health Risks in Brazil.
J. Heal. Informatics Res.
Marcia Chame, Helio J. C. Barbosa, Luiz M. R. Gadelha Jr., Douglas Adriano Augusto, Eduardo Krempser, Livia Abdalla
2018 J jnl
A Survey of e-Biodiversity: Concepts, Practices, and Challenges.
CoRR
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, Fabiano L. Thompson
2018 — ch.
Multi- and Many-Threaded Heterogeneous Parallel Grammatical Evolution.
Handbook of Grammatical Evolution
Amanda Sabatini Dufek, Douglas Adriano Augusto, Helio José Corrêa Barbosa, Pedro Leite da Silva Dias
2017 J jnl
Application of evolutionary computation on ensemble forecast of quantitative precipitation.
Comput. Geosci.
Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio J. C. Barbosa
2014 J jnl
NICeSim: An open-source simulator based on machine learning techniques to support medical research on prenatal and perinatal care decision making.
Artif. Intell. Medicine
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
2013 J jnl
Accelerated parallel genetic programming tree evaluation with OpenCL.
J. Parallel Distributed Comput.
Douglas Adriano Augusto, Helio J. C. Barbosa
2013 B conf
Evaluating the feasibility of grammar-based GP in combining meteorological forecast models.
IEEE Congress on Evolutionary Computation
Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio José Corrêa Barbosa
2013 — conf
Improving recruitment effectiveness using genetic programming techniques.
GECCO (Companion)
Douglas Adriano Augusto, Heder S. Bernardino, Helio J. C. Barbosa
2013 — conf
The use of Agent-based Simulation to Discover Extreme Cases in Immune-Interactions with Early-Stage Cancer Scenarios.
ECAL
Grazziela P. Figueredo, Peer-Olaf Siebers, Douglas Adriano Augusto, Helio J. C. Barbosa, Uwe Aickelin
2012 J jnl
An immune-inspired instance selection mechanism for supervised classification.
Memetic Comput.
Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Douglas Adriano Augusto, Helio J. C. Barbosa
2011 — conf
A new approach for generating numerical constants in grammatical evolution.
GECCO (Companion)
Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino
2011 Misc conf
Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method.
EPIA
Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino
2010 A conf
Coevolutionary multi-population genetic programming for data classification.
GECCO
Douglas Adriano Augusto, Helio José Corrêa Barbosa, Nelson Francisco Favilla Ebecken
2009 — conf
On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning.
Artificial Evolution
André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa
2009 A conf
On the characteristics of sequential decision problems and their impact on evolutionary computation.
GECCO
André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa
2008 A conf
Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification.
GECCO
Douglas Adriano Augusto, Helio J. C. Barbosa, Nelson F. F. Ebecken
2000 — conf
Symbolic Regression via Genetic Programming.
SBRN
Douglas Adriano Augusto, Helio J. C. Barbosa