Joao Francisco B. S. Martins

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 7

Top Topics

Genetic Programming

Evolutionary Algorithm

Symbolic Regression

Top Venues

GECCO (Companion)

Publications

Joao Francisco B. S. Martins, Erickson R. Nascimento, Bruno Ramos Nascimento, Craig A. Sable, Andrea Z. Beaton, Antônio L. P. Ribeiro, Wagner Meira Jr., Gisele L. Pappa
Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning. J. Am. Medical Informatics Assoc. 28 (9) (2021)
Felipe Casadei, Joao Francisco B. S. Martins, Gisele L. Pappa
A Multi-objective Approach for Symbolic Regression with Semantic Genetic Programming. BRACIS (2019)
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)
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)