Luiz Otávio Vilas Boas Oliveira

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 14

Top Topics

Genetic Programming

Clonal Selection

Symbolic Regression

Top Venues

IEEE Congress on Evolutionary Computation

Publications

Samantha Biegel, Rafah El-Khatib, Luiz Otávio Vilas Boas Oliveira, Max Baak, Nanne Aben
Active WeaSuL: Improving Weak Supervision with Active Learning. CoRR (2021)
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Gisele L. Pappa
Instance Selection for Geometric Semantic Genetic Programming. CEC (2020)
Luiz Otávio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Luis Fernando Miranda, Gisele Lobo Pappa
Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach. CoRR (2018)
Joao Francisco B. S. Martins, Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Felipe Casadei, Gisele L. Pappa
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming. CoRR (2018)
Joao Francisco B. S. Martins, Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Felipe Casadei, Gisele L. Pappa
Solving the exponential growth of symbolic regression trees in geometric semantic genetic programming. GECCO (2018)
Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Luis Fernando Miranda, Gisele L. Pappa
Analysing symbolic regression benchmarks under a meta-learning approach. GECCO (Companion) (2018)
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Gisele L. Pappa
How Noisy Data Affects Geometric Semantic Genetic Programming. CoRR (2017)
Alex Guimarães Cardoso de Sá, Walter José G. S. Pinto, Luiz Otávio Vilas Boas Oliveira, Gisele L. Pappa
RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines. EuroGP (2017)
Luiz Otávio Vilas Boas Oliveira, Felipe Casadei, Gisele L. Pappa
Strategies for Improving the Distribution of Random Function Outputs in GSGP. EuroGP (2017)
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Gisele L. Pappa
How noisy data affects geometric semantic genetic programming. GECCO (2017)
Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Gisele L. Pappa, Fernando E. B. Otero, Ricardo H. C. Takahashi
Reducing Dimensionality to Improve Search in Semantic Genetic Programming. PPSN (2016)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Luis Fernando Miranda, Gisele L. Pappa
Revisiting the Sequential Symbolic Regression Genetic Programming. BRACIS (2016)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
A Dispersion Operator for Geometric Semantic Genetic Programming. GECCO (2016)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
A Generic Framework for Building Dispersion Operators in the Semantic Space. GPTP (2016)
Julio Albinati, Gisele L. Pappa, Fernando E. B. Otero, Luiz Otávio Vilas Boas Oliveira
The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. EuroGP (2015)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa, Julio Albinati
Sequential Symbolic Regression with Genetic Programming. GPTP (2014)
Luiz Otávio Vilas Boas Oliveira, Isabela Neves Drummond, Gisele Lobo Pappa
A new representation for instance-based clonal selection algorithms. IEEE Congress on Evolutionary Computation (2013)
Luiz Otávio Vilas Boas Oliveira, Rodrigo Luiz Mendes Mota, Dante Augusto Couto Barone
Clonal Selection Classifier with Data Reduction: Classification as an optimization task. IEEE Congress on Evolutionary Computation (2012)
Luiz Otávio Vilas Boas Oliveira, Isabela Neves Drummond
Real-Valued Negative Selection (RNS) for Classification Task. ICPR Contests (2010)