Sara Silva

José Guilherme de Almeida

Ana Sofia Castro Verde

Ana Mascarenhas Gaivão

Nickolas Papanikolaou

Comput. Biol. Medicine, 2024

M6GP: Multiobjective Feature Engineering.

[BibT_eX]

[DOI]

João Eduardo Batista

Nuno Miguel Rodrigues

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Measuring Structural Complexity of GP Models for Feature Engineering over the Generations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Lectures on Intelligent Systems

[BibT_eX]

[DOI]

José Guilherme de Almeida

Natural Computing Series, Springer, ISBN: 978-3-031-17921-1, 2023

Testing the Segment Anything Model on radiology data.

[BibT_eX]

[DOI]

Nickolas Papanikolaou

CoRR, 2023

Supervised Biomedical Semantic Similarity.

[BibT_eX]

[DOI]

IEEE Access, 2023

Biomedical Knowledge Graph Embeddings with Negative Statements.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2023, 2023

A Case Study on Data Science Processes in an Academia-Industry Collaboration.

[BibT_eX]

[DOI]

Breno Bernard Nicolau de França

Proceedings of the XXII Brazilian Symposium on Software Quality, 2023

Explainable Representations for Relation Prediction in Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, 2023

Performance Analysis of Self-Supervised Strategies for Standard Genetic Programming.

[BibT_eX]

[DOI]

José G. de Almeida

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

A Comparison of Structural Complexity Metrics for Explainable Genetic Programming.

[BibT_eX]

[DOI]

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

An Investigation of Geometric Semantic GP with Linear Scaling.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Evolutionary Algorithms for Segment Optimization in Vectorial GP.

[BibT_eX]

[DOI]

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

Feature Selection on Epistatic Problems Using Genetic Algorithms with Nested Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

Benchmark Datasets for Biomedical Knowledge Graphs with Negative Statements.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Semantic Web Solutions for Large-Scale Biomedical Data Analytics co-located with ESWC 2023, 2023

2022

Fitness landscape analysis of convolutional neural network architectures for image classification.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Towards Supervised Biomedical Semantic Similarity.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Semantic Web solutions for large-scale biomedical data analytics co-located with the Extended Semantic Web Conference (ESWC 2022), 2022

Evolving a cloud-robust water index with genetic programming.

[BibT_eX]

[DOI]

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

SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 25th European Conference, 2022

The Supervised Semantic Similarity Toolkit.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Comparative study of classifier performance using automatic feature construction by M3GP.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Assessing Occupational Health with a Cross-platform Application based on Self-reports and Biosignals.

[BibT_eX]

[DOI]

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Improving Land Cover Classification Using Genetic Programming for Feature Construction.

[BibT_eX]

[DOI]

Maria J. P. de Vasconcelos

Ana I. R. Cabral

Remote. Sens., 2021

Plotting time: On the usage of CNNs for time series classification.

[BibT_eX]

[DOI]

CoRR, 2021

Is there data leakage in protein-protein interaction prediction using knowledge graphs?

[BibT_eX]

[DOI]

Proceedings of the ISWC 2021 Posters, 2021

μ Viz: Visualization of Microservices.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference Information Visualisation, 2021

Grammatical Evolution Mapping for Semantically-Constrained Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XVIII [GPTP 2021]., 2021

evoKGsim+: A Framework for Tailoring Knowledge Graph-Based Similarity for Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: ESWC 2021 Satellite Events, 2021

2020

Transfer learning in constructive induction with Genetic Programming.

[BibT_eX]

[DOI]

Luis Muñoz

Leonardo Trujillo

Genet. Program. Evolvable Mach., 2020

E-Marketplace as a Tool for the Revitalization of Portuguese Craft Industry: The Design Process in the Development of an Online Platform.

[BibT_eX]

[DOI]

Future Internet, 2020

A Machine Learning Approach to Predict Air Quality in California.

[BibT_eX]

[DOI]

Fabiana Martins Clemente

Ales Popovic

Complex., 2020

Evolving knowledge graph similarity for supervised learning in complex biomedical domains.

[BibT_eX]

[DOI]

BMC Bioinform., 2020

Towards the use of vector based GP to predict physiological time series.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

A Study of Generalization and Fitness Landscapes for Neuroevolution.

[BibT_eX]

[DOI]

IEEE Access, 2020

The Usability Argument for Refinement Typed Genetic Programming.

[BibT_eX]

[DOI]

Alcides Fonseca

Paulo Santos

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Refined typed genetic programming as a user interface for genetic programming.

[BibT_eX]

[DOI]

Paulo Santos

Alcides Fonseca

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Unlabeled multi-target regression with genetic programming.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Is k Nearest Neighbours Regression Better Than GP?

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 23rd European Conference, 2020

Ensemble Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 23rd European Conference, 2020

A Study of Fitness Landscapes for Neuroevolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Multidimensional genetic programming for multiclass classification.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

Evolving multidimensional transformations for symbolic regression with M3GP.

[BibT_eX]

[DOI]

Memetic Comput., 2019

To adapt or not to adapt, or the beauty of random settings.

[BibT_eX]

[DOI]

Auri Marcelo Rizzo Vincenzi

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

A Vectorial Approach to Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 22nd European Conference, 2019

A logical architecture design method for microservices architectures.

[BibT_eX]

[DOI]

Proceedings of the 13th European Conference on Software Architecture, 2019

Validation process for services produced by digital transformation.

[BibT_eX]

[DOI]

Rafael Fazzolino

Rejane M. da C. Figueiredo

Letícia de Souza

Cristiane Soares Ramos

Luiz Carlos Miyadaira Ribeiro

Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering, 2019

2018

A semi-supervised Genetic Programming method for dealing with noisy labels and hidden overfitting.

[BibT_eX]

[DOI]

Maria José Alves do Rio Perestrelo de Vasconcelos

Ana I. R. Cabral

Swarm Evol. Comput., 2018

Less is more in incident categorization (Short Paper).

[BibT_eX]

[DOI]

Ricardo Ribeiro

Rúben Pereira

Proceedings of the 7th Symposium on Languages, Applications and Technologies, 2018

A multidimensional genetic programming approach for identifying epsistatic gene interactions.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

The influence of population size in geometric semantic GP.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2017

PSXO: population-wide semantic crossover.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Unsure when to stop?: ask your semantic neighbors.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Genetic Programming Representations for Multi-dimensional Feature Learning in Biomedical Classification.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

RANSAC-GP: Dealing with Outliers in Symbolic Regression with Genetic Programming.

[BibT_eX]

[DOI]

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

Geometric semantic genetic programming for biomedical applications: A state of the art upgrade.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

neat Genetic Programming: Controlling bloat naturally.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Evolving genetic programming classifiers with novelty search.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Self-tuning geometric semantic Genetic Programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2016

A Machine Learning Approach for the Integration of miRNA-Target Predictions.

[BibT_eX]

[DOI]

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach.

[BibT_eX]

[DOI]

Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

Local Search is Underused in Genetic Programming.

[BibT_eX]

[DOI]

Leonardo Trujillo

Emigdio Z.-Flores

Perla S. Juárez-Smith

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

A C++ framework for geometric semantic genetic programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2015

3D Reconstruction of Bone Structures Based on Planar Radiography.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - Software and Applications, 2015

Multiclass Classification Through Multidimensional Clustering.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XIII [GPTP 2015]., 2015

Geometric Semantic Genetic Programming with Local Search.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

M3GP - Multiclass Classification with GP.

[BibT_eX]

[DOI]

Luis Muñoz

Leonardo Trujillo

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

On the Generalization Ability of Geometric Semantic Genetic Programming.

[BibT_eX]

[DOI]

Carlos M. Fonseca

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

Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming.

[BibT_eX]

[DOI]

Carlos M. Fonseca

Proceedings of the Progress in Artificial Intelligence, 2015

2014

Semantic Search-Based Genetic Programming and the Effect of Intron Deletion.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Corrections to "Semantic Search Based Genetic Programming and the Effect of Introns Deletion".

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Geometric Selective Harmony Search.

[BibT_eX]

[DOI]

Inf. Sci., 2014

A survey of semantic methods in genetic programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2014

Prediction of the Unified Parkinson's Disease Rating Scale assessment using a genetic programming system with geometric semantic genetic operators.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

How to Exploit Alignment in the Error Space: Two Different GP Models.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XII, 2014

ESAGP - A Semantic GP Framework Based on Alignment in the Error Space.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 17th European Conference, 2014

A Multi-dimensional Genetic Programming Approach for Multi-class Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 17th European Conference, 2014

2013

Prediction of high performance concrete strength using Genetic Programming with geometric semantic genetic operators.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Geometric Differential Evolution for Combinatorial and Programs Spaces.

[BibT_eX]

[DOI]

Alberto Moraglio

Julian Togelius

Evol. Comput., 2013

Geometric Semantic Genetic Programming for Real Life Applications.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013

Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting.

[BibT_eX]

[DOI]

João Manuel de Brito Carreiras

Vijay Ingalalli

Susana Vinga

Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators.

[BibT_eX]

[DOI]

Maria J. P. de Vasconcelos

Luís Catarino

João Manuel de Brito Carreiras

Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 16th European Conference, 2013

Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 16th European Conference, 2013

An Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2013

2012

Bloat free genetic programming: application to human oral bioavailability prediction.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2012

Guest editorial: special issue on selected papers from the European conference on genetic programming.

[BibT_eX]

[DOI]

James A. Foster

Genet. Program. Evolvable Mach., 2012

Operator equalisation for bloat free genetic programming and a survey of bloat control methods.

[BibT_eX]

[DOI]

Stephen Dignum

Genet. Program. Evolvable Mach., 2012

Reuse of spatial concerns based on aspectual requirements analysis patterns.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Research Challenges in Information Science, 2012

Random Sampling Technique for Overfitting Control in Genetic Programming.

[BibT_eX]

[DOI]

João Manuel de Brito Carreiras

Joana B. Melo

Proceedings of the Genetic Programming - 15th European Conference, 2012

2011

Reassembling operator equalisation: a secret revealed.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Geometric nelder-mead algorithm on the space of genetic programs.

[BibT_eX]

[DOI]

Alberto Moraglio

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A Comparison of Machine Learning Methods for the Prediction of Breast Cancer.

[BibT_eX]

[DOI]

Orlando Anunciação

Marco Lotz

Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

An Empirical Study of Functional Complexity as an Indicator of Overfitting in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 14th European Conference, 2011

A Quantitative Study of Learning and Generalization in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 14th European Conference, 2011

2010

State-of-the-Art Genetic Programming for Predicting Human Oral Bioavailability of Drugs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Bioinformatics, 2010

Measuring bloat, overfitting and functional complexity in genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Handling bloat in GP.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Bloat Free Genetic Programming versus Classification Trees for Identification of Burned Areas in Satellite Imagery.

[BibT_eX]

[DOI]

Maria J. P. de Vasconcelos

Joana B. Melo

Proceedings of the Applications of Evolutionary Computation, 2010

Application of Genetic Programming Classification in an Industrial Process Resulting in Greenhouse Gas Emission Reductions.

[BibT_eX]

[DOI]

Marco Lotz

Proceedings of the Applications of Evolutionary Computation, 2010

Geometric Differential Evolution on the Space of Genetic Programs.

[BibT_eX]

[DOI]

Alberto Moraglio

Proceedings of the Genetic Programming, 13th European Conference, 2010

A comparison of the generalization ability of different genetic programming frameworks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2009

Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009

Operator equalisation, bloat and overfitting: a study on human oral bioavailability prediction.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Extending Operator Equalisation: Fitness Based Self Adaptive Length Distribution for Bloat Free GP.

[BibT_eX]

[DOI]

Stephen Dignum

Proceedings of the Genetic Programming, 12th European Conference, 2009

Using Operator Equalisation for Prediction of Drug Toxicity with Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2009

2008

Classification of Seafloor Habitats Using Genetic Programming.

[BibT_eX]

[DOI]

Yao-Ting Tseng

Proceedings of the Applications of Evolutionary Computing, 2008

SWIT: an open-source web-based database management system with indexing engine integration.

[BibT_eX]

[DOI]

Marco Fernandes

Pedro Almeida

Joaquim Arnaldo Martins

Joaquim Sousa Pinto

Proceedings of the 2008 Euro American conference on Telematics and Information Systems, 2008

2005

Resource-limited genetic programming: the dynamic approach.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Evolutionary Computation Approaches for Shape Modelling and Fitting.

[BibT_eX]

[DOI]

Christophe Rosenberger

Christian Toinard

Proceedings of the Progress in Artificial Intelligence, 2005

Comparing tree depth limits and resource-limited GP.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Dynamic Limits for Bloat Control: Variations on Size and Depth.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

2003

EURISWEB - Web-based epidemiological surveillance of antibiotic-resistant pneumococci in Day Care Centers.

[BibT_eX]

[DOI]

Rodrigo Gouveia-Oliveira

Hermínia de Lencastre

Jonas S. Almeida

BMC Medical Informatics Decis. Mak., 2003

Dynamic Maximum Tree Depth.

[BibT_eX]

[DOI]