Luiz Otávio Vilas Boas Oliveira

According to our database, Luiz Otávio Vilas Boas Oliveira authored at least 17 papers between 2010 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Active WeaSuL: Improving Weak Supervision with Active Learning.

Samantha Biegel, Rafah El-Khatib, Luiz Otávio Vilas Boas Oliveira, Max Baak, Nanne Aben

CoRR, 2021

2020

Instance Selection for Geometric Semantic Genetic Programming.

Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Gisele L. Pappa

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

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

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

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

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

Proceedings of the Genetic and Evolutionary Computation Conference, 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

Proceedings of the Genetic Programming - 20th European Conference, 2017

Strategies for Improving the Distribution of Random Function Outputs in GSGP.

Luiz Otávio Vilas Boas Oliveira, Felipe Casadei, Gisele L. Pappa

Proceedings of the Genetic Programming - 20th European Conference, 2017

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

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

A Generic Framework for Building Dispersion Operators in the Semantic Space.

Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

A Dispersion Operator for Geometric Semantic Genetic Programming.

Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Revisiting the Sequential Symbolic Regression Genetic Programming.

Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Luis Fernando Miranda, Gisele L. Pappa

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015

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

Proceedings of the Genetic Programming - 18th European Conference, 2015

2014

Sequential Symbolic Regression with Genetic Programming.

Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa, Julio Albinati

Proceedings of the Genetic Programming Theory and Practice XII, 2014

2013

A new representation for instance-based clonal selection algorithms.

Luiz Otávio Vilas Boas Oliveira, Isabela Neves Drummond, Gisele Lobo Pappa

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Clonal Selection Classifier with Data Reduction: Classification as an optimization task.

Luiz Otávio Vilas Boas Oliveira, Rodrigo Luiz Mendes Mota, Dante Augusto Couto Barone

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2010

Real-Valued Negative Selection (RNS) for Classification Task.

Luiz Otávio Vilas Boas Oliveira, Isabela Neves Drummond

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010