Genetic Programming of a Microcontrolled Water Bath Plant. - Douglas Mota Dias; Marco Aurélio Cavalcanti Pacheco; José Franco Machado do Amaral (KES (3), 2006)

Automatic Synthesis of Microcontroller Assembly Code Through Linear Genetic Programming. - Douglas Mota Dias; Marco Aurélio Cavalcanti Pacheco; José F. M. do Amaral (Genetic Systems Programming, 2006)

Refinery Scheduling Optimization using Genetic Algorithms and Cooperative Coevolution. - Leonard M. Sim; Douglas Mota Dias; Marco Aurélio Cavalcanti Pacheco (CISched, 2007)

Toward a Quantum-Inspired Linear Genetic Programming model. - Douglas Mota Dias; Marco Aurélio Cavalcanti Pacheco (IEEE Congress on Evolutionary Computation, 2009)

Self-assembly quantum dots growth prediction by quantum-inspired linear genetic programming. - Douglas Mota Dias; Mauricio Pamplona Pires; Omar Paranaiba Vilela Neto (IEEE Congress on Evolutionary Computation, 2011)

Evolving CUDA PTX programs by quantum inspired linear genetic programming. - Leandro F. Cupertino; Cleomar Pereira da Silva; Douglas Mota Dias; Marco Aurélio Cavalcanti Pacheco; Cristiana Bentes (GECCO (Companion), 2011)

Describing Quantum-Inspired Linear Genetic Programming from symbolic regression problems. - Douglas Mota Dias; Marco Aurélio Cavalcanti Pacheco (IEEE Congress on Evolutionary Computation, 2012)

Combining Forecasts: A Genetic Programming Approach. - Adriano S. Koshiyama; Tatiana Escovedo; Douglas Mota Dias; Marley Maria Bernardes Rebuzzi Vellasco; Marco Aurélio Cavalcanti Pacheco (Int. J. Nat. Comput. Res., 2012)

GPF-CLASS: A Genetic Fuzzy model for classification. - Adriano S. Koshiyama; Tatiana Escovedo; Douglas Mota Dias; Marley M. B. R. Vellasco; Ricardo Tanscheit (IEEE Congress on Evolutionary Computation, 2013)

Numerical optimization by multi-gene genetic programming. - Adriano Soares Koshiyama; Douglas Mota Dias; André Vargas Abs da Cruz; Marco Aurélio Cavalcanti Pacheco (GECCO (Companion), 2013)

Quantum-Inspired Linear Genetic Programming as a Knowledge Management System. - Douglas Mota Dias; Marco Aurélio Cavalcanti Pacheco (Comput. J., 2013)

Quantum-Inspired Multi-gene Linear Genetic Programming Model for Regression Problems. - Guilherme Cesário Strachan; Adriano S. Koshiyama; Douglas Mota Dias; Marley Maria Bernardes Rebuzzi Vellasco; Marco Aurélio Cavalcanti Pacheco (BRACIS, 2014)

Lithology discrimination using seismic elastic attributes: a genetic fuzzy classifier approach. - Eric da Silva Praxedes; Adriano S. Koshiyama; Elita Selmara Abreu; Douglas Mota Dias; Marley Maria Bernardes Rebuzzi Vellasco; Marco Aurélio Cavalcanti Pacheco (GECCO, 2014)

Towards a quantum-inspired multi-gene linear genetic programming model. - Guilherme Cesário Strachan; Adriano Soares Koshiyama; Douglas Mota Dias; Marley Maria Bernardes Rebuzzi Vellasco; Marco Aurélio Cavalcanti Pacheco (GECCO (Companion), 2014)

Use of graphics processing units for automatic synthesis of programs. - Cleomar Pereira da Silva; Douglas Mota Dias; Cristiana Bentes; Marco Aurélio Cavalcanti Pacheco (Comput. Electr. Eng., 2015)

Evolving GPU machine code. - Cleomar Pereira da Silva; Douglas Mota Dias; Cristiana Bentes; Marco Aurélio Cavalcanti Pacheco; Leandro Fontoura Cupertino (J. Mach. Learn. Res., 2015)

Genetic programming and automatic differentiation algorithms applied to the solution of ordinary and partial differential equations. - Waldir Jesus de Araujo Lobão; Douglas Mota Dias; Marco Aurélio Cavalcanti Pacheco (CEC, 2016)

A single-phase active filter with cascaded multilevel inverter modelled as a complementarity problem. - Valentina Sessa; Luís F. C. Monteiro; Douglas Mota Dias (IECON, 2016)

Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming. - André Luiz Farias Novaes; Ricardo Tanscheit; Douglas Mota Dias (EPIA, 2017)

Econometric genetic programming outperforms traditional econometric algorithms for regression tasks. - André Luiz Farias Novaes; Ricardo Tanscheit; Douglas Mota Dias (GECCO (Companion), 2017)

Multi-Modal Optimization by Multi-Gene Genetic Programming. - Rogerio C. B. L. Povoa; Adriano S. Koshiyama; Douglas Mota Dias; Patricia L. Souza; Bruno A. C. Horta (CEC, 2018)

Crude oil refinery scheduling: addressing a real-world multiobjective problem through genetic programming and dominance-based approaches. - Cristiane Salgado Pereira; Douglas Mota Dias; Marley M. B. R. Vellasco; Francisco Henrique F. Viana; Luis Martí (GECCO (Companion), 2018)

Solving stochastic differential equations through genetic programming and automatic differentiation. - Waldir Jesus de Araujo Lobão; Marco Aurélio Cavalcanti Pacheco; Douglas Mota Dias; Ana Carolina Alves Abreu (Eng. Appl. Artif. Intell., 2018)

Grammar-based Fuzzy Pattern Trees for Classification Problems. - Aidan Murphy; Muhammad Sarmad Ali; Douglas Mota Dias; Jorge L. M. Amaral; Enrique Naredo; Conor Ryan (IJCCI, 2020)

Behavioural Modelling of Digital Circuits in System Verilog using Grammatical Evolution. - Conor Ryan; Michael Kwaku Tetteh; Douglas Mota Dias (IJCCI, 2020)

Unimodal optimization using a genetic-programming-based method with periodic boundary conditions. - Rogerio C. B. L. Povoa; Adriano S. Koshiyama; Douglas Mota Dias; Patricia L. Souza; Bruno A. C. Horta (Genet. Program. Evolvable Mach., 2020)

Quantum-Inspired Genetic Programming Algorithm for the Crude Oil Scheduling of a Real-World Refinery. - Cristiane Salgado Pereira; Douglas Mota Dias; Marco Aurélio Cavalcanti Pacheco; Marley M. B. R. Vellasco; André Vargas Abs da Cruz; Estefane Horn Hollmann (IEEE Syst. J., 2020)

Towards Incorporating Human Knowledge in Fuzzy Pattern Tree Evolution. - Aidan Murphy; Gráinne Murphy; Jorge L. M. Amaral; Douglas Mota Dias; Enrique Naredo; Conor Ryan (EuroGP, 2021)

Evolution of Complex Combinational Logic Circuits Using Grammatical Evolution with SystemVerilog. - Michael Kwaku Tetteh; Douglas Mota Dias; Conor Ryan (EuroGP, 2021)

Using grammatical evolution for modelling energy consumption on a computer numerical control machine. - Samuel Carvalho; Joe Sullivan; Douglas Mota Dias; Enrique Naredo; Conor Ryan (GECCO Companion, 2021)

HNAS: Hyper Neural Architecture Search for Image Segmentation. - Yassir Houreh; Mahsa Mahdinejad; Enrique Naredo; Douglas Mota Dias; Conor Ryan (ICAART (2), 2021)

Multi-objective Classification and Feature Selection of Covid-19 Proteins Sequences using NSGA-II and MAP-Elites. - Vijay Sambhe; Shanmukha Rajesh; Enrique Naredo; Douglas Mota Dias; Meghana Kshirsagar 002; Conor Ryan (ICAART (2), 2021)

pyPolyBuilder: Automated Preparation of Molecular Topologies and Initial Configurations for Molecular Dynamics Simulations of Arbitrary Supramolecules. - 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 (J. Chem. Inf. Model., 2021)

PreDive: preserving diversity in test cases for evolving digital circuits using grammatical evolution. - Krishn Kumar Gupt; Meghana Kshirsagar 002; Lukas Rosenbauer; Joseph P. Sullivan; Douglas Mota Dias; Conor Ryan (GECCO Companion, 2022)

Lexi2: lexicase selection with lexicographic parsimony pressure. - Allan de Lima; Samuel Carvalho; Douglas Mota Dias; Enrique Naredo; Joseph P. Sullivan; Conor Ryan (GECCO, 2022)

A Hierarchical Probabilistic Divergent Search Applied to a Binary Classification. - Senthil Murugan; Enrique Naredo; Douglas Mota Dias; Conor Ryan; Flaviano Godínez-Jaimes; James Vincent Patten (ICAART (2), 2022)

Fuzzy Pattern Tree Evolution Using Grammatical Evolution. - Aidan Murphy; Muhammad Sarmad Ali; Douglas Mota Dias; Jorge L. M. Amaral; Enrique Naredo; Conor Ryan (SN Comput. Sci., 2022)

Human in the Loop Fuzzy Pattern Tree Evolution. - Aidan Murphy; Gráinne Murphy; Douglas Mota Dias; Jorge L. M. Amaral; Enrique Naredo; Conor Ryan (SN Comput. Sci., 2022)

Grammatical Evolution of Complex Digital Circuits in SystemVerilog. - Michael Kwaku Tetteh; Douglas Mota Dias; Conor Ryan (SN Comput. Sci., 2022)

Performance Upgrade of Sequence Detector Evolution Using Grammatical Evolution and Lexicase Parent Selection Method. - Bilal Majeed; Samuel Carvalho; Douglas Mota Dias; Ayman Youssef; Aidan Murphy; Conor Ryan (CCE, 2023)

Leap Mapping: Improving Grammatical Evolution for Modularity Problems. - Allan de Lima; Samuel Carvalho; Douglas Mota Dias; Joseph P. Sullivan; Conor Ryan (GECCO Companion, 2023)

Error and Correlation as fitness functions for Scaled Symbolic Regression in Grammatical Evolution. - Aidan Murphy; Allan de Lima; Douglas Mota Dias; Conor Ryan (GECCO Companion, 2023)

A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic Programming. - Cristiane Salgado Pereira; Douglas Mota Dias; Luis Martí; Marley M. B. R. Vellasco (GECCO Companion, 2023)

Evolving Behavioural Level Sequence Detectors in SystemVerilog Using Grammatical Evolution. - Bilal Majeed; Conor Ryan; Jack McEllin; Ayman Youssef; Douglas Mota Dias; Aidan Murphy; Samuel Carvalho (ICAART (3), 2023)

Adaptive Case Selection for Symbolic Regression in Grammatical Evolution. - Krishn Kumar Gupt; Meghana Kshirsagar 002; Douglas Mota Dias; Joseph P. Sullivan; Conor Ryan (IJCCI, 2023)

On Switching Selection Methods to Increase Parsimony Pressure. - Allan de Lima; Samuel Carvalho; Douglas Mota Dias; Joseph P. Sullivan; Conor Ryan (IJCCI, 2023)

Evolving Multi-Output Digital Circuits Using Multi-Genome Grammatical Evolution. - Michael Kwaku Tetteh; Allan de Lima; Jack McEllin; Aidan Murphy; Douglas Mota Dias; Conor Ryan (Algorithms, 2023)

Fuzzy Pattern Trees for Classification Problems Using Genetic Programming. - Allan de Lima; Samuel Carvalho; Douglas Mota Dias; Jorge Luís Machado do Amaral; Joseph P. Sullivan; Conor Ryan (EuroGP, 2024)

Feature Encapsulation by Stages Using Grammatical Evolution. - Darian Reyes Fernández de Bulnes; Allan de Lima; Aidan Murphy; Douglas Mota Dias; Conor Ryan (GECCO Companion, 2024)

Neural Architecture Search for Bearing Fault Classification. - Edicson Santiago Bonilla Diaz; Enrique Naredo; Nicolas Francisco Mateo Díaz; Douglas Mota Dias; Maria Alejandra Bonilla Diaz; Susan Harnett; Conor Ryan (ICAART (2), 2024)

Grammatical Evolution of Synthesizable Finite State Machine-Based Behavioural Level Hardware Description Language Codes. - Bilal Majeed; Jack McEllin; Rajkumar Sarma; Ayman Youssef; Douglas Mota Dias; Conor Ryan (IJCCI, 2024)

Step Size Control in Evolutionary Algorithms for Neural Architecture Search. - Christian Nieber; Douglas Mota Dias; Enrique Naredo; Conor Ryan (IJCCI, 2024)

A novel ML-driven test case selection approach for enhancing the performance of grammatical evolution. - Krishn Kumar Gupt; Meghana Kshirsagar 002; Douglas Mota Dias; Joseph P. Sullivan; Conor Ryan (Frontiers Comput. Sci., 2024)

Grammatical Feature Construction for Enhanced Interpretability in Breast Cancer Classification. - Yumnah Hasan; Allan de Lima; Darian Reyes Fernández de Bulnes; Douglas Mota Dias; Conor Ryan (EvoApplications (2), 2025)