Fabrício Olivetti de França

Emilio Francesquini

CoRR, 2024

The Inefficiency of Genetic Programming for Symbolic Regression - Extended Version.

[BibT_eX]

[DOI]

Harry Desmond

Deaglan J. Bartlett

Lukas Kammerer

CoRR, 2024

Multi-View Symbolic Regression.

[BibT_eX]

[DOI]

Etienne Russeil

Konstantin L. Malanchev

CoRR, 2024

The Inefficiency of Genetic Programming for Symbolic Regression.

[BibT_eX]

[DOI]

Harry Desmond

Deaglan J. Bartlett

Lukas Kammerer

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

Multiview Symbolic Regression.

[BibT_eX]

[DOI]

Etienne Russeil

Konstantin L. Malanchev

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Comparing Methods for Estimating Marginal Likelihood in Symbolic Regression.

[BibT_eX]

[DOI]

Patrick E. Leser

Geoffrey F. Bomarito

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Minimum variance threshold for epsilon-lexicase selection.

[BibT_eX]

[DOI]

William G. La Cava

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing.

[BibT_eX]

[DOI]

William G. La Cava

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

Alleviating overfitting in transformation-interaction-rational symbolic regression with multi-objective optimization.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., December, 2023

Transformation-Interaction-Rational Representation for Symbolic Regression: A Detailed Analysis of SRBench Results.

[BibT_eX]

[DOI]

ACM Trans. Evol. Learn. Optim., June, 2023

Measuring Network Polarization and Political Sectarianism During the 2020 Pandemic.

[BibT_eX]

[DOI]

Carlos Kamienski

Rafaela V. Rocha

Lucas Mazim de Souza

Diogo Fornaziero Segura Ramos

Carlos da Silva dos Santos

Flávio E. A. Horita

IEEE Trans. Comput. Soc. Syst., 2023

Understanding conflict origin and dynamics on Twitter: A real-time detection system.

[BibT_eX]

[DOI]

Carlos Alberto Kamienski

Expert Syst. Appl., 2023

Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition.

[BibT_eX]

[DOI]

CoRR, 2023

Shape-constrained multi-objective genetic programming for symbolic regression.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2023

Shape-constrained Symbolic Regression: Real-World Applications in Magnetization, Extrusion and Data Validation.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023

Origami: (un)folding the Abstraction of Recursion Schemes for Program Synthesis.

[BibT_eX]

[DOI]

Matheus Campos Fernandes

Emilio Francesquini

Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023

Reducing Overparameterization of Symbolic Regression Models with Equality Saturation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Fighting Underspecification in Symbolic Regression with Fitness Sharing.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

HOTGP - Higher-Order Typed Genetic Programming.

[BibT_eX]

[DOI]

Matheus Campos Fernandes

Emilio Francesquini

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022

Interpretability in symbolic regression: a benchmark of explanatory methods using the Feynman data set.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2022

Shape-Constrained Symbolic Regression - Improving Extrapolation with Prior Knowledge.

[BibT_eX]

[DOI]

Michael Kommenda

Evol. Comput., 2022

Prediction Intervals and Confidence Regions for Symbolic Regression Models based on Likelihood Profiles.

[BibT_eX]

[DOI]

CoRR, 2022

Symbolic Regression with augmented dataset using RuleFit.

[BibT_eX]

[DOI]

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022

Comparison of OLS and NLS to fit Transformation-Interaction-Rational expressions.

[BibT_eX]

[DOI]

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022

Comparing optimistic and pessimistic constraint evaluation in shape-constrained symbolic regression.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Transformation-interaction-rational representation for symbolic regression.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Interaction-transformation evolutionary algorithm with coefficients optimization.

[BibT_eX]

[DOI]

Eric Tadeu Camacho de Oliveira

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Enriching networks with edge insertion to improve community detection.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2021

Interaction-transformation symbolic regression with extreme learning machine.

[BibT_eX]

[DOI]

Maira Zabuscha de Lima

Neurocomputing, 2021

Interaction-Transformation Evolutionary Algorithm for Symbolic Regression.

[BibT_eX]

[DOI]

Evol. Comput., 2021

Using Shape Constraints for Improving Symbolic Regression Models.

[BibT_eX]

[DOI]

CoRR, 2021

Contemporary Symbolic Regression Methods and their Relative Performance.

[BibT_eX]

[DOI]

William G. La Cava

Patryk Orzechowski

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

A Polarization Approach for Understanding Online Conflicts in Times of Pandemic: A Brazilian Case Study.

[BibT_eX]

[DOI]

Carlos Alberto Kamienski

Lucas Mazim de Souza

Diogo Fornaziero Segura Ramos

Flávio E. A. Horita

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

Dynamics of Conflicts on the Twitter Social Network: a case study on the use of chloroquine in Brazil.

[BibT_eX]

[DOI]

Carlos da Silva dos Santos

Lucas Mazim de Souza

Carlos Kamienski

Diogo Fornaziero Segura Ramos

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

Simulated annealing for symbolic regression.

[BibT_eX]

[DOI]

Daniel Kantor

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Measuring feature importance of symbolic regression models using partial effects.

[BibT_eX]

[DOI]

Charles Henrique Porto Ferreira

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Enhanced word embeddings using multi-semantic representation through lexical chains.

[BibT_eX]

[DOI]

Terry Ruas

William I. Grosky

Debora Maria Rossi de Medeiros

Inf. Sci., 2020

Playing Mega Man II with Neuroevolution.

[BibT_eX]

[DOI]

Fernando Ishikawa

Leandro Z. Trovões

Leonardo Carmo

Denis G. Fantinato

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

A Parametric Study of Interaction-Transformation Evolutionary Algorithm for Symbolic Regression.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

EvoMan: Game-playing Competition.

[BibT_eX]

[DOI]

Denis G. Fantinato

Karine Miras

A. E. Eiben

Patrícia Amâncio Vargas

CoRR, 2019

2018

User profiling of the Twitter Social Network during the impeachment of Brazilian President.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2018

A greedy search tree heuristic for symbolic regression.

[BibT_eX]

[DOI]

Charles Henrique Porto Ferreira

Inf. Sci., 2018

DCDistance: A Supervised Text Document Feature extraction based on class labels.

[BibT_eX]

[DOI]

Debora Maria Rossi de Medeiros

CoRR, 2018

Analysis of the Twitter Interactions during the Impeachment of Brazilian President.

[BibT_eX]

[DOI]

Charles Henrique Porto Ferreira

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Combining Multiple Views from a Distance Based Feature Extraction for Text Classification.

[BibT_eX]

[DOI]

Debora Maria Rossi de Medeiros

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Lightweight Symbolic Regression with the Interaction - Transformation Representation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2016

Brazilians Divided: Political Protests as Told by Twitter.

[BibT_eX]

[DOI]

Cassia de Souza Carvalho

Trans. Large Scale Data Knowl. Centered Syst., 2016

A hash-based co-clustering algorithm for categorical data.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Enhanced perceptrons using contrastive biclusters.

[BibT_eX]

[DOI]

André L. V. Coelho

Karine da Silva Miras de Araújo

CoRR, 2016

An electronic-game framework for evaluating coevolutionary algorithms.

[BibT_eX]

[DOI]

Eric Tadeu Camacho de Oliveira

CoRR, 2016

The Influence of Retweeting Robots During Brazilian Protests.

[BibT_eX]

[DOI]

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

The People Have Spoken: Conflicting Brazilian Protests on Twitter.

[BibT_eX]

[DOI]

Cassia de Souza Carvalho

Karine da Silva Miras de Araújo

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Evolving a generalized strategy for an action-platformer video game framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

A biclustering approach for classification with mislabeled data.

[BibT_eX]

[DOI]

André L. V. Coelho

Expert Syst. Appl., 2015

The message does not matter: the influence of the network on information diffusion.

[BibT_eX]

[DOI]

CoRR, 2015

The proposal of dynamic thresholds in an immune algorithm for fuzzy clustering.

[BibT_eX]

[DOI]

Alexandre Szabo

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A Flexible Fitness Function for Community Detection in Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks VI, 2015

Maximization of a dissimilarity measure for multimodal optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Maximizing Diversity for Multimodal Optimization.

[BibT_eX]

[DOI]

CoRR, 2014

Iterative Universal Hash Function Generator for Minhashing.

[BibT_eX]

[DOI]

CoRR, 2014

2013

Predicting missing values with biclustering: A coherence-based approach.

[BibT_eX]

[DOI]

Priscila C. Berbert Rampazzo

Pattern Recognit., 2013

Operation Planning of Hydroelectric Systems: Application of Genetic Algorithms and Differential Evolution.

[BibT_eX]

[DOI]

Akebo Yamakami

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Extending features for multilabel classification with swarm biclustering.

[BibT_eX]

[DOI]

Ronaldo C. Prati

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Identifying overlapping communities in complex networks with multimodal optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A Fuzzy Inference System to Determine the Number of Clones in a Class of Artificial Immune Systems.

[BibT_eX]

[DOI]

Luiz Antonio Carraro

Angelita Maria de Ré

Int. J. Comput. Intell. Appl., 2012

Scalable Overlapping Co-clustering of Word-Document Data.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2011

Assessing the performance of a swarm-based biclustering technique for data imputation.

[BibT_eX]

[DOI]

Rosana Veroneze

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Extracting additive and multiplicative coherent biclusters with swarm intelligence.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A Concentration-based Artificial Immune Network for combinatorial optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Biclustering on uncertain data analysis.

[BibT_eX]

[DOI]

Pablo Alberto Dalbem de Castro

PhD thesis, 2010

Query expansion using an immune-inspired biclustering algorithm.

[BibT_eX]

[DOI]

Nat. Comput., 2010

Conceptual and Practical Aspects of the aiNet Family of Algorithms.

[BibT_eX]

[DOI]

Pablo A. D. Castro

Int. J. Nat. Comput. Res., 2010

Finding a high coverage set of 5-biclusters with swarm intelligence.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

On the diversity mechanisms of opt-aiNet: A comparative study with fitness sharing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Multi-Objective Biclustering: When Non-dominated Solutions are not Enough.

[BibT_eX]

[DOI]

J. Math. Model. Algorithms, 2009

A dynamic artificial immune algorithm applied to challenging benchmarking problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Improving a multi-objective multipopulation artificial immune network for biclustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

A Multi-Objective Multipopulation Approach for Biclustering.

[BibT_eX]

[DOI]

Proceedings of the Artificial Immune Systems, 7th International Conference, 2008

Multivariate ant colony optimization in continuous search spaces.

[BibT_eX]

[DOI]

Romis Ribeiro Faissol Attux

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

bicACO: An Ant Colony Inspired Biclustering Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008

2007

Applying Biclustering to Perform Collaborative Filtering.

[BibT_eX]

[DOI]

Pablo A. D. de Castro

Pablo Alberto Dalbem de Castro

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Applying Biclustering to Text Mining: An Immune-Inspired Approach.

[BibT_eX]

[DOI]

Pablo Alberto Dalbem de Castro

Proceedings of the Artificial Immune Systems, 6th International Conference, 2007

Evaluating the Performance of a Biclustering Algorithm Applied to Collaborative Filtering - A Comparative Analysis.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007

2006

Immune-inspired Dynamic Optimization for Blind Spatial Equalization in Undermodeled Channels.

[BibT_eX]

[DOI]

Cynthia Junqueira

Romis Ribeiro Faissol Attux

Cristiano M. Panazio

João Marcos Travassos Romano

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Handling Time-Varying TSP Instances.

[BibT_eX]

[DOI]

Lalinka de C. T. Gomes

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

New Perspectives for the Biclustering Problem.

[BibT_eX]

[DOI]

George Barreto Bezerra

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Max Min Ant System and Capacitated p-Medians: Extensions and Improved Solutions.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2005

An artificial immune network for multimodal function optimization on dynamic environments.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004

Definition of Capacited p-Medians by a Modified Max Min Ant System with Local Search.

[BibT_eX]

[DOI]