Real-Valued Negative Selection (RNS) for Classification Task. - Luiz Otávio Vilas Boas Oliveira; Isabela Neves Drummond (ICPR Contests, 2010)

Clonal Selection Classifier with Data Reduction: Classification as an optimization task. - Luiz Otávio Vilas Boas Oliveira; Rodrigo Luiz Mendes Mota; Dante Augusto Couto Barone (IEEE Congress on Evolutionary Computation, 2012)

A new representation for instance-based clonal selection algorithms. - Luiz Otávio Vilas Boas Oliveira; Isabela Neves Drummond; Gisele Lobo Pappa (IEEE Congress on Evolutionary Computation, 2013)

Sequential Symbolic Regression with Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Gisele L. Pappa; Julio Albinati (GPTP, 2014)

The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. - Julio Albinati; Gisele L. Pappa; Fernando E. B. Otero; Luiz Otávio Vilas Boas Oliveira (EuroGP, 2015)

Revisiting the Sequential Symbolic Regression Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Luis Fernando Miranda; Gisele L. Pappa (BRACIS, 2016)

A Dispersion Operator for Geometric Semantic Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Gisele L. Pappa (GECCO, 2016)

A Generic Framework for Building Dispersion Operators in the Semantic Space. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Gisele L. Pappa (GPTP, 2016)

Reducing Dimensionality to Improve Search in Semantic Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Luis Fernando Miranda; Gisele L. Pappa; Fernando E. B. Otero; Ricardo H. C. Takahashi (PPSN, 2016)

Strategies for Improving the Distribution of Random Function Outputs in GSGP. - Luiz Otávio Vilas Boas Oliveira; Felipe Casadei; Gisele L. Pappa (EuroGP, 2017)

RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines. - Alex Guimarães Cardoso de Sá; Walter José G. S. Pinto; Luiz Otávio Vilas Boas Oliveira; Gisele L. Pappa (EuroGP, 2017)

How noisy data affects geometric semantic genetic programming. - Luis Fernando Miranda; Luiz Otávio Vilas Boas Oliveira; Joao Francisco B. S. Martins; Gisele L. Pappa (GECCO, 2017)

Solving the exponential growth of symbolic regression trees in geometric semantic genetic programming. - Joao Francisco B. S. Martins; Luiz Otávio Vilas Boas Oliveira; Luis Fernando Miranda; Felipe Casadei; Gisele L. Pappa (GECCO, 2018)

Analysing symbolic regression benchmarks under a meta-learning approach. - Luiz Otávio Vilas Boas Oliveira; Joao Francisco B. S. Martins; Luis Fernando Miranda; Gisele L. Pappa (GECCO (Companion), 2018)

Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach. - Luiz Otávio Vilas Boas Oliveira; Joao Francisco Barreto da Silva Martins; Luis Fernando Miranda; Gisele Lobo Pappa (CoRR, 2018)

Instance Selection for Geometric Semantic Genetic Programming. - Luis Fernando Miranda; Luiz Otávio Vilas Boas Oliveira; Joao Francisco Barreto da Silva Martins; Gisele L. Pappa (CEC, 2020)

Active WeaSuL: Improving Weak Supervision with Active Learning. - Samantha Biegel; Rafah El-Khatib; Luiz Otávio Vilas Boas Oliveira; Max Baak; Nanne Aben (CoRR, 2021)