Douglas Mota Dias

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 37

Top Topics

Genetic Programming

Grammatical Evolution

Molecular Dynamics Simulations

Top Venues

GECCO Companion

GECCO (Companion)

Publications

Darian Reyes Fernández de Bulnes, Allan de Lima, Aidan Murphy, Douglas Mota Dias, Conor Ryan
Feature Encapsulation by Stages Using Grammatical Evolution. GECCO Companion (2024)
Edicson Santiago Bonilla Diaz, Enrique Naredo, Nicolas Francisco Mateo Díaz, Douglas Mota Dias, Maria Alejandra Bonilla Diaz, Susan Harnett, Conor Ryan
Neural Architecture Search for Bearing Fault Classification. ICAART (2) (2024)
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Jorge Luís Machado do Amaral, Joseph P. Sullivan, Conor Ryan
Fuzzy Pattern Trees for Classification Problems Using Genetic Programming. EuroGP (2024)
Bilal Majeed, Conor Ryan, Jack McEllin, Ayman Youssef, Douglas Mota Dias, Aidan Murphy, Samuel Carvalho
Evolving Behavioural Level Sequence Detectors in SystemVerilog Using Grammatical Evolution. ICAART (3) (2023)
Cristiane Salgado Pereira, Douglas Mota Dias, Luis Martí, Marley M. B. R. Vellasco
A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic Programming. GECCO Companion (2023)
Michael Kwaku Tetteh, Allan de Lima, Jack McEllin, Aidan Murphy, Douglas Mota Dias, Conor Ryan
Evolving Multi-Output Digital Circuits Using Multi-Genome Grammatical Evolution. Algorithms 16 (8) (2023)
Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution. CoRR (2023)
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
On Switching Selection Methods to Increase Parsimony Pressure. IJCCI (2023)
Aidan Murphy, Allan de Lima, Douglas Mota Dias, Conor Ryan
Error and Correlation as fitness functions for Scaled Symbolic Regression in Grammatical Evolution. GECCO Companion (2023)
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
Leap Mapping: Improving Grammatical Evolution for Modularity Problems. GECCO Companion (2023)
Bilal Majeed, Samuel Carvalho, Douglas Mota Dias, Ayman Youssef, Aidan Murphy, Conor Ryan
Performance Upgrade of Sequence Detector Evolution Using Grammatical Evolution and Lexicase Parent Selection Method. CCE (2023)
Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
Adaptive Case Selection for Symbolic Regression in Grammatical Evolution. IJCCI (2023)
Aidan Murphy, Gráinne Murphy, Douglas Mota Dias, Jorge L. M. Amaral, Enrique Naredo, Conor Ryan
Human in the Loop Fuzzy Pattern Tree Evolution. SN Comput. Sci. 3 (2) (2022)
Aidan Murphy, Muhammad Sarmad Ali, Douglas Mota Dias, Jorge L. M. Amaral, Enrique Naredo, Conor Ryan
Fuzzy Pattern Tree Evolution Using Grammatical Evolution. SN Comput. Sci. 3 (6) (2022)
Senthil Murugan, Enrique Naredo, Douglas Mota Dias, Conor Ryan, Flaviano Godínez-Jaimes, James Vincent Patten
A Hierarchical Probabilistic Divergent Search Applied to a Binary Classification. ICAART (2) (2022)
Michael Kwaku Tetteh, Douglas Mota Dias, Conor Ryan
Grammatical Evolution of Complex Digital Circuits in SystemVerilog. SN Comput. Sci. 3 (3) (2022)
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Enrique Naredo, Joseph P. Sullivan, Conor Ryan
: lexicase selection with lexicographic parsimony pressure. GECCO (2022)
Krishn Kumar Gupt, Meghana Kshirsagar, Lukas Rosenbauer, Joseph P. Sullivan, Douglas Mota Dias, Conor Ryan
PreDive: preserving diversity in test cases for evolving digital circuits using grammatical evolution. GECCO Companion (2022)
Yassir Houreh, Mahsa Mahdinejad, Enrique Naredo, Douglas Mota Dias, Conor Ryan
HNAS: Hyper Neural Architecture Search for Image Segmentation. ICAART (2) (2021)
Samuel Carvalho, Joe Sullivan, Douglas Mota Dias, Enrique Naredo, Conor Ryan
Using grammatical evolution for modelling energy consumption on a computer numerical control machine. GECCO Companion (2021)
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
pyPolyBuilder: Automated Preparation of Molecular Topologies and Initial Configurations for Molecular Dynamics Simulations of Arbitrary Supramolecules. J. Chem. Inf. Model. 61 (4) (2021)
Aidan Murphy, Gráinne Murphy, Jorge L. M. Amaral, Douglas Mota Dias, Enrique Naredo, Conor Ryan
Towards Incorporating Human Knowledge in Fuzzy Pattern Tree Evolution. EuroGP (2021)
Michael Kwaku Tetteh, Douglas Mota Dias, Conor Ryan
Evolution of Complex Combinational Logic Circuits Using Grammatical Evolution with SystemVerilog. EuroGP (2021)
Vijay Sambhe, Shanmukha Rajesh, Enrique Naredo, Douglas Mota Dias, Meghana Kshirsagar, Conor Ryan
Multi-objective Classification and Feature Selection of Covid-19 Proteins Sequences using NSGA-II and MAP-Elites. ICAART (2) (2021)
Conor Ryan, Michael Kwaku Tetteh, Douglas Mota Dias
Behavioural Modelling of Digital Circuits in System Verilog using Grammatical Evolution. IJCCI (2020)
Cristiane Salgado Pereira, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, André Vargas Abs da Cruz, Estefane Horn Hollmann
Quantum-Inspired Genetic Programming Algorithm for the Crude Oil Scheduling of a Real-World Refinery. IEEE Syst. J. 14 (3) (2020)
Rogerio C. B. L. Povoa, Adriano S. Koshiyama, Douglas Mota Dias, Patricia L. Souza, Bruno A. C. Horta
Unimodal optimization using a genetic-programming-based method with periodic boundary conditions. Genet. Program. Evolvable Mach. 21 (3) (2020)
Aidan Murphy, Muhammad Sarmad Ali, Douglas Mota Dias, Jorge Amaral, Enrique Naredo, Conor Ryan
Grammar-based Fuzzy Pattern Trees for Classification Problems. IJCCI (2020)
Waldir Jesus de Araujo Lobão, Marco Aurélio Cavalcanti Pacheco, Douglas Mota Dias, Ana Carolina Alves Abreu
Solving stochastic differential equations through genetic programming and automatic differentiation. Eng. Appl. Artif. Intell. 68 (2018)
Cristiane Salgado Pereira, Douglas Mota Dias, Marley M. B. R. Vellasco, Francisco Henrique F. Viana, Luis Martí
Crude oil refinery scheduling: addressing a real-world multiobjective problem through genetic programming and dominance-based approaches. GECCO (Companion) (2018)
Rogerio C. B. L. Povoa, Adriano S. Koshiyama, Douglas Mota Dias, Patricia L. Souza, Bruno A. C. Horta
Multi-Modal Optimization by Multi-Gene Genetic Programming. CEC (2018)
André Luiz Farias Novaes, Ricardo Tanscheit, Douglas Mota Dias
Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming. EPIA (2017)
André Luiz Farias Novaes, Ricardo Tanscheit, Douglas Mota Dias
Econometric genetic programming outperforms traditional econometric algorithms for regression tasks. GECCO (Companion) (2017)
Valentina Sessa, Luís F. C. Monteiro, Douglas Mota Dias
A single-phase active filter with cascaded multilevel inverter modelled as a complementarity problem. IECON (2016)
Waldir Jesus de Araujo Lobão, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
Genetic programming and automatic differentiation algorithms applied to the solution of ordinary and partial differential equations. CEC (2016)
Cleomar Pereira da Silva, Douglas Mota Dias, Cristiana Bentes, Marco Aurélio Cavalcanti Pacheco, Leandro Fontoura Cupertino
Evolving GPU machine code. J. Mach. Learn. Res. 16 (2015)
Cleomar Pereira da Silva, Douglas Mota Dias, Cristiana Bentes, Marco Aurélio Cavalcanti Pacheco
Use of graphics processing units for automatic synthesis of programs. Comput. Electr. Eng. 46 (2015)
Guilherme Cesário Strachan, Adriano Soares Koshiyama, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Towards a quantum-inspired multi-gene linear genetic programming model. GECCO (Companion) (2014)
Guilherme Cesário Strachan, Adriano S. Koshiyama, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Quantum-Inspired Multi-gene Linear Genetic Programming Model for Regression Problems. BRACIS (2014)
Eric da Silva Praxedes, Adriano S. Koshiyama, Elita Selmara Abreu, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Lithology discrimination using seismic elastic attributes: a genetic fuzzy classifier approach. GECCO (2014)
Adriano Soares Koshiyama, Douglas Mota Dias, André Vargas Abs da Cruz, Marco Aurélio Cavalcanti Pacheco
Numerical optimization by multi-gene genetic programming. GECCO (Companion) (2013)
Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
Quantum-Inspired Linear Genetic Programming as a Knowledge Management System. Comput. J. 56 (9) (2013)
Adriano S. Koshiyama, Tatiana Escovedo, Douglas Mota Dias, Marley M. B. R. Vellasco, Ricardo Tanscheit
GPF-CLASS: A Genetic Fuzzy model for classification. IEEE Congress on Evolutionary Computation (2013)
Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
Describing Quantum-Inspired Linear Genetic Programming from symbolic regression problems. IEEE Congress on Evolutionary Computation (2012)
Adriano S. Koshiyama, Tatiana Escovedo, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Combining Forecasts: A Genetic Programming Approach. Int. J. Nat. Comput. Res. 3 (3) (2012)
Douglas Mota Dias, Mauricio Pamplona Pires, Omar Paranaiba Vilela Neto
Self-assembly quantum dots growth prediction by quantum-inspired linear genetic programming. IEEE Congress on Evolutionary Computation (2011)
Leandro F. Cupertino, Cleomar Pereira da Silva, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco, Cristiana Bentes
Evolving CUDA PTX programs by quantum inspired linear genetic programming. GECCO (Companion) (2011)
Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
Toward a Quantum-Inspired Linear Genetic Programming model. IEEE Congress on Evolutionary Computation (2009)
Leonard M. Sim, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco
Refinery Scheduling Optimization using Genetic Algorithms and Cooperative Coevolution. CISched (2007)
Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco, José Franco Machado do Amaral
Genetic Programming of a Microcontrolled Water Bath Plant. KES (3) (2006)