Luiz Otávio Vilas Boas Oliveira

19 papers A 4B 6Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2021 J jnl
Active WeaSuL: Improving Weak Supervision with Active Learning.
CoRR
Samantha Biegel, Rafah El-Khatib, Luiz Otávio Vilas Boas Oliveira, Max Baak, Nanne Aben
2020 B conf
Instance Selection for Geometric Semantic Genetic Programming.
CEC
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Gisele L. Pappa
2018 J jnl
Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach.
CoRR
Luiz Otávio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Luis Fernando Miranda, Gisele Lobo Pappa
2018 — conf
Analysing symbolic regression benchmarks under a meta-learning approach.
GECCO (Companion)
Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Luis Fernando Miranda, Gisele L. Pappa
2018 J jnl
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming.
CoRR
Joao Francisco B. S. Martins, Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Felipe Casadei, Gisele L. Pappa
2018 A conf
Solving the exponential growth of symbolic regression trees in geometric semantic genetic programming.
GECCO
Joao Francisco B. S. Martins, Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Felipe Casadei, Gisele L. Pappa
2017 J jnl
How Noisy Data Affects Geometric Semantic Genetic Programming.
CoRR
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Gisele L. Pappa
2017 A conf
How noisy data affects geometric semantic genetic programming.
GECCO
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Gisele L. Pappa
2017 B conf
RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines.
EuroGP
Alex Guimarães Cardoso de Sá, Walter José G. S. Pinto, Luiz Otávio Vilas Boas Oliveira, Gisele L. Pappa
2017 B conf
Strategies for Improving the Distribution of Random Function Outputs in GSGP.
EuroGP
Luiz Otávio Vilas Boas Oliveira, Felipe Casadei, Gisele L. Pappa
2016 A conf
A Dispersion Operator for Geometric Semantic Genetic Programming.
GECCO
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
2016 — conf
A Generic Framework for Building Dispersion Operators in the Semantic Space.
GPTP
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
2016 A conf
Reducing Dimensionality to Improve Search in Semantic Genetic Programming.
PPSN
Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Gisele L. Pappa, Fernando E. B. Otero, Ricardo H. C. Takahashi
2016 — conf
Revisiting the Sequential Symbolic Regression Genetic Programming.
BRACIS
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Luis Fernando Miranda, Gisele L. Pappa
2015 B conf
The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems.
EuroGP
Julio Albinati, Gisele L. Pappa, Fernando E. B. Otero, Luiz Otávio Vilas Boas Oliveira
2014 — conf
Sequential Symbolic Regression with Genetic Programming.
GPTP
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa, Julio Albinati
2013 B conf
A new representation for instance-based clonal selection algorithms.
IEEE Congress on Evolutionary Computation
Luiz Otávio Vilas Boas Oliveira, Isabela Neves Drummond, Gisele Lobo Pappa
2012 B conf
Clonal Selection Classifier with Data Reduction: Classification as an optimization task.
IEEE Congress on Evolutionary Computation
Luiz Otávio Vilas Boas Oliveira, Rodrigo Luiz Mendes Mota, Dante Augusto Couto Barone
2010 — conf
Real-Valued Negative Selection (RNS) for Classification Task.
ICPR Contests
Luiz Otávio Vilas Boas Oliveira, Isabela Neves Drummond