Douglas Mota Dias

57 papers A 2B 9C 7Misc 1Journal 16Unranked 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automatic Generation of Synthesisable Hardware Description Language Code of Multi-Sequence Detector Using Grammatical Evolution.
Algorithms
Bilal Majeed, Rajkumar Sarma, Ayman Youssef, Douglas Mota Dias, Conor Ryan
2025 — conf
Grammatical Feature Construction for Enhanced Interpretability in Breast Cancer Classification.
EvoApplications (2)
Yumnah Hasan, Allan de Lima, Darian Reyes Fernández de Bulnes, Douglas Mota Dias, Conor Ryan
2025 J jnl
On fitting numerical features into probabilistic distributions to represent data for fuzzy pattern trees.
Genet. Program. Evolvable Mach.
Allan de Lima, Juan F. H. Albarracín, Douglas Mota Dias, Jorge L. M. Amaral, Conor Ryan
2024 J jnl
A novel ML-driven test case selection approach for enhancing the performance of grammatical evolution.
Frontiers Comput. Sci.
Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
2024 — conf
Feature Encapsulation by Stages Using Grammatical Evolution.
GECCO Companion
Darian Reyes Fernández de Bulnes, Allan de Lima, Aidan Murphy, Douglas Mota Dias, Conor Ryan
2024 B conf
Fuzzy Pattern Trees for Classification Problems Using Genetic Programming.
EuroGP
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Jorge Luís Machado do Amaral, Joseph P. Sullivan, Conor Ryan
2024 C conf
Grammatical Evolution of Synthesizable Finite State Machine-Based Behavioural Level Hardware Description Language Codes.
IJCCI
Bilal Majeed, Jack McEllin, Rajkumar Sarma, Ayman Youssef, Douglas Mota Dias, Conor Ryan
2024 — conf
Neural Architecture Search for Bearing Fault Classification.
ICAART (2)
Edicson Santiago Bonilla Diaz, Enrique Naredo, Nicolas Francisco Mateo Díaz, Douglas Mota Dias, Maria Alejandra Bonilla Diaz, Susan Harnett, Conor Ryan
2024 C conf
Step Size Control in Evolutionary Algorithms for Neural Architecture Search.
IJCCI
Christian Nieber, Douglas Mota Dias, Enrique Naredo, Conor Ryan
2023 — conf
A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic Programming.
GECCO Companion
Cristiane Salgado Pereira, Douglas Mota Dias, Luis Martí, Marley M. B. R. Vellasco
2023 J jnl
A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution.
CoRR
Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
2023 C conf
Adaptive Case Selection for Symbolic Regression in Grammatical Evolution.
IJCCI
Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
2023 — conf
Error and Correlation as fitness functions for Scaled Symbolic Regression in Grammatical Evolution.
GECCO Companion
Aidan Murphy, Allan de Lima, Douglas Mota Dias, Conor Ryan
2023 — conf
Evolving Behavioural Level Sequence Detectors in SystemVerilog Using Grammatical Evolution.
ICAART (3)
Bilal Majeed, Conor Ryan, Jack McEllin, Ayman Youssef, Douglas Mota Dias, Aidan Murphy, Samuel Carvalho
2023 J jnl
Evolving Multi-Output Digital Circuits Using Multi-Genome Grammatical Evolution.
Algorithms
Michael Kwaku Tetteh, Allan de Lima, Jack McEllin, Aidan Murphy, Douglas Mota Dias, Conor Ryan
2023 — conf
Leap Mapping: Improving Grammatical Evolution for Modularity Problems.
GECCO Companion
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
2023 C conf
On Switching Selection Methods to Increase Parsimony Pressure.
IJCCI
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
2023 — conf
Performance Upgrade of Sequence Detector Evolution Using Grammatical Evolution and Lexicase Parent Selection Method.
CCE
Bilal Majeed, Samuel Carvalho, Douglas Mota Dias, Ayman Youssef, Aidan Murphy, Conor Ryan
2022 — conf
A Hierarchical Probabilistic Divergent Search Applied to a Binary Classification.
ICAART (2)
Senthil Murugan, Enrique Naredo, Douglas Mota Dias, Conor Ryan, Flaviano Godínez-Jaimes, James Vincent Patten
2022 J jnl
Fuzzy Pattern Tree Evolution Using Grammatical Evolution.
SN Comput. Sci.
Aidan Murphy, Muhammad Sarmad Ali, Douglas Mota Dias, Jorge L. M. Amaral, Enrique Naredo, Conor Ryan
2022 J jnl
Grammatical Evolution of Complex Digital Circuits in SystemVerilog.
SN Comput. Sci.
Michael Kwaku Tetteh, Douglas Mota Dias, Conor Ryan
2022 J jnl
Human in the Loop Fuzzy Pattern Tree Evolution.
SN Comput. Sci.
Aidan Murphy, Gráinne Murphy, Douglas Mota Dias, Jorge L. M. Amaral, Enrique Naredo, Conor Ryan
2022 A conf
Lexi
GECCO
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Enrique Naredo, Joseph P. Sullivan, Conor Ryan
2022 — conf
PreDive: preserving diversity in test cases for evolving digital circuits using grammatical evolution.
GECCO Companion
Krishn Kumar Gupt, Meghana Kshirsagar, Lukas Rosenbauer, Joseph P. Sullivan, Douglas Mota Dias, Conor Ryan
2021 B conf
Evolution of Complex Combinational Logic Circuits Using Grammatical Evolution with SystemVerilog.
EuroGP
Michael Kwaku Tetteh, Douglas Mota Dias, Conor Ryan
2021 — conf
HNAS: Hyper Neural Architecture Search for Image Segmentation.
ICAART (2)
Yassir Houreh, Mahsa Mahdinejad, Enrique Naredo, Douglas Mota Dias, Conor Ryan
2021 — conf
Multi-objective Classification and Feature Selection of Covid-19 Proteins Sequences using NSGA-II and MAP-Elites.
ICAART (2)
Vijay Sambhe, Shanmukha Rajesh, Enrique Naredo, Douglas Mota Dias, Meghana Kshirsagar, Conor Ryan
2021 B conf
Towards Incorporating Human Knowledge in Fuzzy Pattern Tree Evolution.
EuroGP
Aidan Murphy, Gráinne Murphy, Jorge L. M. Amaral, Douglas Mota Dias, Enrique Naredo, Conor Ryan
2021 — conf
Using grammatical evolution for modelling energy consumption on a computer numerical control machine.
GECCO Companion
Samuel Carvalho, Joe Sullivan, Douglas Mota Dias, Enrique Naredo, Conor Ryan
2021 J jnl
pyPolyBuilder: Automated Preparation of Molecular Topologies and Initial Configurations for Molecular Dynamics Simulations of Arbitrary Supramolecules.
J. Chem. Inf. Model.
Mayk C. Ramos, Patrick K. Quoika, Vitor A. C. Horta, Douglas Mota Dias, Elan G. Costa, Jorge Luís Machado do Amaral, Luigi M. Ribeiro, Klaus R. Liedl, Bruno A. C. Horta
2020 C conf
Behavioural Modelling of Digital Circuits in System Verilog using Grammatical Evolution.
IJCCI
Conor Ryan, Michael Kwaku Tetteh, Douglas Mota Dias
2020 C conf
Grammar-based Fuzzy Pattern Trees for Classification Problems.
IJCCI
Aidan Murphy, Muhammad Sarmad Ali, Douglas Mota Dias, Jorge L. M. Amaral, Enrique Naredo, Conor Ryan
2020 J jnl
Quantum-Inspired Genetic Programming Algorithm for the Crude Oil Scheduling of a Real-World Refinery.
IEEE Syst. J.
Cristiane Salgado Pereira, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, André Vargas Abs da Cruz, Estefane Horn Hollmann
2020 J jnl
Unimodal optimization using a genetic-programming-based method with periodic boundary conditions.
Genet. Program. Evolvable Mach.
Rogerio C. B. L. Povoa, Adriano S. Koshiyama, Douglas Mota Dias, Patricia L. Souza, Bruno A. C. Horta
2018 — conf
Crude oil refinery scheduling: addressing a real-world multiobjective problem through genetic programming and dominance-based approaches.
GECCO (Companion)
Cristiane Salgado Pereira, Douglas Mota Dias, Marley M. B. R. Vellasco, Francisco Henrique F. Viana, Luis Martí
2018 B conf
Multi-Modal Optimization by Multi-Gene Genetic Programming.
CEC
Rogerio C. B. L. Povoa, Adriano S. Koshiyama, Douglas Mota Dias, Patricia L. Souza, Bruno A. C. Horta
2018 J jnl
Solving stochastic differential equations through genetic programming and automatic differentiation.
Eng. Appl. Artif. Intell.
Waldir Jesus de Araujo Lobão, Marco Aurélio Cavalcanti Pacheco, Douglas Mota Dias, Ana Carolina Alves Abreu
2017 Misc conf
Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming.
EPIA
André Luiz Farias Novaes, Ricardo Tanscheit, Douglas Mota Dias
2017 — conf
Econometric genetic programming outperforms traditional econometric algorithms for regression tasks.
GECCO (Companion)
André Luiz Farias Novaes, Ricardo Tanscheit, Douglas Mota Dias
2016 C conf
A single-phase active filter with cascaded multilevel inverter modelled as a complementarity problem.
IECON
Valentina Sessa, Luís F. C. Monteiro, Douglas Mota Dias
2016 B conf
Genetic programming and automatic differentiation algorithms applied to the solution of ordinary and partial differential equations.
CEC
Waldir Jesus de Araujo Lobão, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
2015 J jnl
Evolving GPU machine code.
J. Mach. Learn. Res.
Cleomar Pereira da Silva, Douglas Mota Dias, Cristiana Bentes, Marco Aurélio Cavalcanti Pacheco, Leandro Fontoura Cupertino
2015 J jnl
Use of graphics processing units for automatic synthesis of programs.
Comput. Electr. Eng.
Cleomar Pereira da Silva, Douglas Mota Dias, Cristiana Bentes, Marco Aurélio Cavalcanti Pacheco
2014 A conf
Lithology discrimination using seismic elastic attributes: a genetic fuzzy classifier approach.
GECCO
Eric da Silva Praxedes, Adriano S. Koshiyama, Elita Selmara Abreu, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
2014 — conf
Quantum-Inspired Multi-gene Linear Genetic Programming Model for Regression Problems.
BRACIS
Guilherme Cesário Strachan, Adriano S. Koshiyama, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
2014 — conf
Towards a quantum-inspired multi-gene linear genetic programming model.
GECCO (Companion)
Guilherme Cesário Strachan, Adriano Soares Koshiyama, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
2013 B conf
GPF-CLASS: A Genetic Fuzzy model for classification.
IEEE Congress on Evolutionary Computation
Adriano S. Koshiyama, Tatiana Escovedo, Douglas Mota Dias, Marley M. B. R. Vellasco, Ricardo Tanscheit
2013 — conf
Numerical optimization by multi-gene genetic programming.
GECCO (Companion)
Adriano Soares Koshiyama, Douglas Mota Dias, André Vargas Abs da Cruz, Marco Aurélio Cavalcanti Pacheco
2013 J jnl
Quantum-Inspired Linear Genetic Programming as a Knowledge Management System.
Comput. J.
Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
2012 J jnl
Combining Forecasts: A Genetic Programming Approach.
Int. J. Nat. Comput. Res.
Adriano S. Koshiyama, Tatiana Escovedo, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
2012 B conf
Describing Quantum-Inspired Linear Genetic Programming from symbolic regression problems.
IEEE Congress on Evolutionary Computation
Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
2011 — conf
Evolving CUDA PTX programs by quantum inspired linear genetic programming.
GECCO (Companion)
Leandro F. Cupertino, Cleomar Pereira da Silva, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco, Cristiana Bentes
2011 B conf
Self-assembly quantum dots growth prediction by quantum-inspired linear genetic programming.
IEEE Congress on Evolutionary Computation
Douglas Mota Dias, Mauricio Pamplona Pires, Omar Paranaiba Vilela Neto
2009 B conf
Toward a Quantum-Inspired Linear Genetic Programming model.
IEEE Congress on Evolutionary Computation
Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
2007 — conf
Refinery Scheduling Optimization using Genetic Algorithms and Cooperative Coevolution.
CISched
Leonard M. Sim, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
2006 — ch.
Automatic Synthesis of Microcontroller Assembly Code Through Linear Genetic Programming.
Genetic Systems Programming
Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco, José F. M. do Amaral
2006 — conf
Genetic Programming of a Microcontrolled Water Bath Plant.
KES (3)
Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco, José Franco Machado do Amaral