Fabrício Olivetti de França

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 63

Top Venues

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

Publications

Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set. CoRR (2024)
Matheus Campos Fernandes, Fabrício Olivetti de França, Emilio Francesquini
Going Bananas! - Unfolding Program Synthesis with Origami. CoRR (2024)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
Minimum variance threshold for epsilon-lexicase selection. GECCO (2024)
Matheus Campos Fernandes, Fabrício Olivetti de França, Emilio Francesquini
Origami: (un)folding the abstraction of recursion schemes for program synthesis. CoRR (2024)
Etienne Russeil, Fabrício Olivetti de França, Konstantin L. Malanchev, Bogdan Burlacu, Emille E. O. Ishida, Marion Leroux, Clément Michelin, Guillaume Moinard, Emmanuel Gangler
Multi-View Symbolic Regression. CoRR (2024)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
Minimum variance threshold for epsilon-lexicase selection. CoRR (2024)
Patrick E. Leser, Geoffrey F. Bomarito, Gabriel Kronberger, Fabrício Olivetti de França
Comparing Methods for Estimating Marginal Likelihood in Symbolic Regression. GECCO Companion (2024)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. CoRR (2024)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. GECCO (2024)
Etienne Russeil, Fabrício Olivetti de França, Konstantin L. Malanchev, Bogdan Burlacu, Emille E. O. Ishida, Marion Leroux, Clément Michelin, Guillaume Moinard, Emmanuel Gangler
Multiview Symbolic Regression. GECCO (2024)
Gabriel Kronberger, Fabrício Olivetti de França, Harry Desmond, Deaglan J. Bartlett, Lukas Kammerer
The Inefficiency of Genetic Programming for Symbolic Regression - Extended Version. CoRR (2024)
Matheus Campos Fernandes, Fabrício Olivetti de França, Emilio Francesquini
Origami: (un)folding the Abstraction of Recursion Schemes for Program Synthesis. GPTP (2023)
Fabrício Olivetti de França, Daniel Di Genova, Claudio Luis de Camargo Penteado, Carlos Alberto Kamienski
Understanding conflict origin and dynamics on Twitter: A real-time detection system. Expert Syst. Appl. 212 (2023)
Fabrício Olivetti de França
Fighting Underspecification in Symbolic Regression with Fitness Sharing. GECCO Companion (2023)
Christian Haider, Fabrício Olivetti de França, Bogdan Burlacu, Florian Bachinger, Gabriel Kronberger, Michael Affenzeller
Shape-constrained Symbolic Regression: Real-World Applications in Magnetization, Extrusion and Data Validation. GPTP (2023)
Fabrício Olivetti de França, Marco Virgolin, Michael Kommenda, M. S. Majumder, Miles D. Cranmer, Guilherme Espada, Leon Ingelse, Alcides Fonseca, Mikel Landajuela, B. Petersen, Ruben Glatt, T. Nathan Mundhenk, C. S. Lee, Jacob D. Hochhalter, David L. Randall, P. Kamienny, H. Zhang, G. Dick, A. Simon, Bogdan Burlacu, Jaan Kasak, Meera Vieira Machado, Casper Wilstrup, William G. La Cava
Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition. CoRR (2023)
Matheus Campos Fernandes, Fabrício Olivetti de França, Emilio Francesquini
HOTGP - Higher-Order Typed Genetic Programming. GECCO (2023)
Christian Haider, Fabrício Olivetti de França, Bogdan Burlacu, Gabriel Kronberger
Shape-constrained multi-objective genetic programming for symbolic regression. Appl. Soft Comput. 132 (2023)
Matheus Campos Fernandes, Fabrício Olivetti de França, Emilio Francesquini
HOTGP - Higher-Order Typed Genetic Programming. CoRR (2023)
Carlos Kamienski, Claudio Luis de Camargo Penteado, Denise Goya, Rafaela V. Rocha, Lucas Mazim de Souza, Daniel Vitor Beraldo di Genova, Diogo Fornaziero Segura Ramos, Fabrício Olivetti de França, Flávio E. A. Horita, Carlos da Silva dos Santos
Measuring Network Polarization and Political Sectarianism During the 2020 Pandemic. IEEE Trans. Comput. Soc. Syst. 10 (3) (2023)
Fabrício Olivetti de França
Alleviating overfitting in transformation-interaction-rational symbolic regression with multi-objective optimization. Genet. Program. Evolvable Mach. 24 (2) (2023)
Fabrício Olivetti de França, Gabriel Kronberger
Reducing Overparameterization of Symbolic Regression Models with Equality Saturation. GECCO (2023)
Fabrício Olivetti de França
Transformation-Interaction-Rational Representation for Symbolic Regression: A Detailed Analysis of SRBench Results. ACM Trans. Evol. Learn. Optim. 3 (2) (2023)
Fabrício Olivetti de França, Gabriel Kronberger
Prediction Intervals and Confidence Regions for Symbolic Regression Models based on Likelihood Profiles. CoRR (2022)
Christian Haider, Fabrício Olivetti de França, Gabriel Kronberger, Bogdan Burlacu
Comparing optimistic and pessimistic constraint evaluation in shape-constrained symbolic regression. GECCO (2022)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Interpretability in symbolic regression: a benchmark of explanatory methods using the Feynman data set. Genet. Program. Evolvable Mach. 23 (3) (2022)
Fabrício Olivetti de França
Transformation-Interaction-Rational Representation for Symbolic Regression. CoRR (2022)
Gabriel Kronberger, Fabrício Olivetti de França, Bogdan Burlacu, Christian Haider, Michael Kommenda
Shape-Constrained Symbolic Regression - Improving Extrapolation with Prior Knowledge. Evol. Comput. 30 (1) (2022)
Fabrício Olivetti de França
Symbolic Regression with augmented dataset using RuleFit. SYNASC (2022)
Fabrício Olivetti de França
Transformation-interaction-rational representation for symbolic regression. GECCO (2022)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Interaction-transformation evolutionary algorithm with coefficients optimization. GECCO Companion (2022)
Fabrício Olivetti de França
Comparison of OLS and NLS to fit Transformation-Interaction-Rational expressions. SYNASC (2022)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Measuring feature importance of symbolic regression models using partial effects. GECCO (2021)
Fabrício Olivetti de França, Maira Zabuscha de Lima
Interaction-transformation symbolic regression with extreme learning machine. Neurocomputing 423 (2021)
William G. La Cava, Patryk Orzechowski, Bogdan Burlacu, Fabrício Olivetti de França, Marco Virgolin, Ying Jin, Michael Kommenda, Jason H. Moore
Contemporary Symbolic Regression Methods and their Relative Performance. NeurIPS Datasets and Benchmarks (2021)
Carlos Alberto Kamienski, Lucas Mazim, Claudio Luis de Camargo Penteado, Denise H. Goya, Daniel Di Genova, Fabrício Olivetti de França, Diogo Ramos, Flávio E. A. Horita
A Polarization Approach for Understanding Online Conflicts in Times of Pandemic: A Brazilian Case Study. HICSS (2021)
Fabrício Olivetti de França, Guilherme Seidyo Imai Aldeia
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. Evol. Comput. 29 (3) (2021)
Daniel Kantor, Fernando J. Von Zuben, Fabrício Olivetti de França
Simulated annealing for symbolic regression. GECCO (2021)
Eric Tadeu Camacho de Oliveira, Fabrício Olivetti de França
Enriching networks with edge insertion to improve community detection. Soc. Netw. Anal. Min. 11 (1) (2021)
Gabriel Kronberger, Fabrício Olivetti de França, Bogdan Burlacu, Christian Haider, Michael Kommenda
Shape-constrained Symbolic Regression - Improving Extrapolation with Prior Knowledge. CoRR (2021)
Terry Ruas, Charles Henrique Porto Ferreira, William I. Grosky, Fabrício Olivetti de França, Debora Maria Rossi de Medeiros
Enhanced word embeddings using multi-semantic representation through lexical chains. CoRR (2021)
William G. La Cava, Patryk Orzechowski, Bogdan Burlacu, Fabrício Olivetti de França, Marco Virgolin, Ying Jin, Michael Kommenda, Jason H. Moore
Contemporary Symbolic Regression Methods and their Relative Performance. CoRR (2021)
Fabrício Olivetti de França, Carlos Dos Santos, Claudio Luis de Camargo Penteado, Denise H. Goya, Lucas Mazim, Carlos Kamienski, Daniel Di Genova, Diogo Ramos
Dynamics of Conflicts on the Twitter Social Network: a case study on the use of chloroquine in Brazil. HICSS (2021)
Christian Haider, Fabrício Olivetti de França, Bogdan Burlacu, Gabriel Kronberger
Using Shape Constraints for Improving Symbolic Regression Models. CoRR (2021)
Fernando Ishikawa, Leandro Z. Trovões, Leonardo Carmo, Fabrício Olivetti de França, Denis G. Fantinato
Playing Mega Man II with Neuroevolution. SSCI (2020)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
A Parametric Study of Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. CEC (2020)
Terry Ruas, Charles Henrique Porto Ferreira, William I. Grosky, Fabrício Olivetti de França, Debora Maria Rossi de Medeiros
Enhanced word embeddings using multi-semantic representation through lexical chains. Inf. Sci. 532 (2020)
Fabrício Olivetti de França, Denis G. Fantinato, Karine Miras, A. E. Eiben, Patrícia Amâncio Vargas
EvoMan: Game-playing Competition. CoRR (2019)
Fabrício Olivetti de França, Guilherme Seidyo Imai Aldeia
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. CoRR (2019)
Charles Henrique Porto Ferreira, Fabrício Olivetti de França, Debora Maria Rossi de Medeiros
Combining Multiple Views from a Distance Based Feature Extraction for Text Classification. CEC (2018)
Fabrício Olivetti de França
A Greedy Search Tree Heuristic for Symbolic Regression. CoRR (2018)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Lightweight Symbolic Regression with the Interaction - Transformation Representation. CEC (2018)
Charles Henrique Porto Ferreira, Debora Maria Rossi de Medeiros, Fabrício Olivetti de França
DCDistance: A Supervised Text Document Feature extraction based on class labels. CoRR (2018)
Fabrício Olivetti de França, Denise H. Goya, Claudio Luis de Camargo Penteado
Analysis of the Twitter Interactions during the Impeachment of Brazilian President. HICSS (2018)
Fabrício Olivetti de França
A greedy search tree heuristic for symbolic regression. Inf. Sci. (2018)
Fabrício Olivetti de França, Denise Hideko Goya, Claudio Luis de Camargo Penteado
User profiling of the Twitter Social Network during the impeachment of Brazilian President. Soc. Netw. Anal. Min. 8 (1) (2018)
Fabrício Olivetti de França
A hash-based co-clustering algorithm for categorical data. Expert Syst. Appl. 64 (2016)
Karine da Silva Miras de Araújo, Fabrício Olivetti de França
An electronic-game framework for evaluating coevolutionary algorithms. CoRR (2016)
Karine da Silva Miras de Araújo, Fabrício Olivetti de França
Evolving a generalized strategy for an action-platformer video game framework. CEC (2016)
Eric Tadeu Camacho de Oliveira, Fabrício Olivetti de França, Denise Hideko Goya, Claudio Luis de Camargo Penteado
The Influence of Retweeting Robots During Brazilian Protests. HICSS (2016)
Cassia de Souza Carvalho, Fabrício Olivetti de França, Denise Hideko Goya, Claudio Luis de Camargo Penteado
Brazilians Divided: Political Protests as Told by Twitter. Trans. Large Scale Data Knowl. Centered Syst. 27 (2016)
Cassia de Souza Carvalho, Fabrício Olivetti de França, Denise Hideko Goya, Claudio Luis de Camargo Penteado
The People Have Spoken: Conflicting Brazilian Protests on Twitter. HICSS (2016)
André L. V. Coelho, Fabrício Olivetti de França
Enhanced perceptrons using contrastive biclusters. CoRR (2016)
Fabrício Olivetti de França, Denise H. Goya, Claudio Luis de Camargo Penteado
The message does not matter: the influence of the network on information diffusion. CoRR (2015)
Alexandre Szabo, Fabrício Olivetti de França
The proposal of dynamic thresholds in an immune algorithm for fuzzy clustering. FUZZ-IEEE (2015)
Fabrício Olivetti de França
Maximization of a dissimilarity measure for multimodal optimization. CEC (2015)
Fabrício Olivetti de França, André L. V. Coelho
A biclustering approach for classification with mislabeled data. Expert Syst. Appl. 42 (12) (2015)
Fabrício Olivetti de França, Guilherme Palermo Coelho
A Flexible Fitness Function for Community Detection in Complex Networks. CompleNet (2015)
Fabrício Olivetti de França
Iterative Universal Hash Function Generator for Minhashing. CoRR (2014)
Fabrício Olivetti de França
Maximizing Diversity for Multimodal Optimization. CoRR (2014)
Fabrício Olivetti de França
A Hash-based Co-Clustering Algorithm for Categorical Data. CoRR (2014)
Fabrício Olivetti de França, Guilherme Palermo Coelho
A Flexible Fitness Function for Community Detection in Complex Networks. CoRR (2014)
Ronaldo C. Prati, Fabrício Olivetti de França
Extending features for multilabel classification with swarm biclustering. IEEE Congress on Evolutionary Computation (2013)
Fabrício Olivetti de França, Guilherme Palermo Coelho
Identifying overlapping communities in complex networks with multimodal optimization. IEEE Congress on Evolutionary Computation (2013)
Priscila C. Berbert Rampazzo, Akebo Yamakami, Fabrício Olivetti de França
Operation Planning of Hydroelectric Systems: Application of Genetic Algorithms and Differential Evolution. ICMLA (2) (2013)
Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben
Predicting missing values with biclustering: A coherence-based approach. Pattern Recognit. 46 (5) (2013)
Luiz Antonio Carraro, Leandro Nunes de Castro, Angelita Maria de Ré, Fabrício Olivetti de França
A Fuzzy Inference System to Determine the Number of Clones in a Class of Artificial Immune Systems. Int. J. Comput. Intell. Appl. 11 (1) (2012)
Fabrício Olivetti de França
Scalable Overlapping Co-clustering of Word-Document Data. ICMLA (1) (2012)
Rosana Veroneze, Fabrício Olivetti de França, Fernando J. Von Zuben
Assessing the performance of a swarm-based biclustering technique for data imputation. IEEE Congress on Evolutionary Computation (2011)
Fabrício Olivetti de França, Fernando J. Von Zuben
Extracting additive and multiplicative coherent biclusters with swarm intelligence. IEEE Congress on Evolutionary Computation (2011)
Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
A Concentration-based Artificial Immune Network for combinatorial optimization. IEEE Congress on Evolutionary Computation (2011)
Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben
On the diversity mechanisms of opt-aiNet: A comparative study with fitness sharing. IEEE Congress on Evolutionary Computation (2010)
Fabrício Olivetti de França, Fernando J. Von Zuben
Finding a high coverage set of 5-biclusters with swarm intelligence. IEEE Congress on Evolutionary Computation (2010)
Fabrício Olivetti de França, Guilherme Palermo Coelho, Pablo A. D. Castro, Fernando J. Von Zuben
Conceptual and Practical Aspects of the aiNet Family of Algorithms. Int. J. Nat. Comput. Res. 1 (1) (2010)
Pablo Alberto Dalbem de Castro, Fabrício Olivetti de França, Hamilton M. Ferreira, Guilherme Palermo Coelho, Fernando J. Von Zuben
Query expansion using an immune-inspired biclustering algorithm. Nat. Comput. 9 (3) (2010)
Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
Improving a multi-objective multipopulation artificial immune network for biclustering. IEEE Congress on Evolutionary Computation (2009)
Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
Multi-Objective Biclustering: When Non-dominated Solutions are not Enough. J. Math. Model. Algorithms 8 (2) (2009)
Fabrício Olivetti de França, Fernando J. Von Zuben
A dynamic artificial immune algorithm applied to challenging benchmarking problems. IEEE Congress on Evolutionary Computation (2009)
Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben
bicACO: An Ant Colony Inspired Biclustering Algorithm. ANTS Conference (2008)
Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
A Multi-Objective Multipopulation Approach for Biclustering. ICARIS (2008)
Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben, Romis Ribeiro Faissol Attux
Multivariate ant colony optimization in continuous search spaces. GECCO (2008)
Pablo A. D. de Castro, Fabrício Olivetti de França, Hamilton M. Ferreira, Fernando J. Von Zuben
Applying Biclustering to Perform Collaborative Filtering. ISDA (2007)
Pablo Alberto Dalbem de Castro, Fabrício Olivetti de França, Hamilton M. Ferreira, Fernando J. Von Zuben
Applying Biclustering to Text Mining: An Immune-Inspired Approach. ICARIS (2007)
Pablo Alberto Dalbem de Castro, Fabrício Olivetti de França, Hamilton M. Ferreira, Fernando J. Von Zuben
Evaluating the Performance of a Biclustering Algorithm Applied to Collaborative Filtering - A Comparative Analysis. HIS (2007)
Fabrício Olivetti de França, Lalinka de C. T. Gomes, Leandro Nunes de Castro, Fernando J. Von Zuben
Handling Time-Varying TSP Instances. IEEE Congress on Evolutionary Computation (2006)
Cynthia Junqueira, Fabrício Olivetti de França, Romis Ribeiro Faissol Attux, Cristiano M. Panazio, Leandro Nunes de Castro, Fernando J. Von Zuben, João Marcos Travassos Romano
Immune-inspired Dynamic Optimization for Blind Spatial Equalization in Undermodeled Channels. IEEE Congress on Evolutionary Computation (2006)
Fabrício Olivetti de França, George Barreto Bezerra, Fernando J. Von Zuben
New Perspectives for the Biclustering Problem. IEEE Congress on Evolutionary Computation (2006)
Fabrício Olivetti de França, Fernando J. Von Zuben, Leandro Nunes de Castro
Max Min Ant System and Capacitated p-Medians: Extensions and Improved Solutions. Informatica (Slovenia) 29 (2) (2005)
Fabrício Olivetti de França, Fernando J. Von Zuben, Leandro Nunes de Castro
An artificial immune network for multimodal function optimization on dynamic environments. GECCO (2005)
Fabrício Olivetti de França, Fernando J. Von Zuben, Leandro Nunes de Castro
Definition of Capacited p-Medians by a Modified Max Min Ant System with Local Search. ICONIP (2004)

Fabrício Olivetti de França.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Fabrício Olivetti de França