Nuno Lourenço

SN Comput. Sci., August, 2024

ENERGIZE.

[BibT_eX]

[DOI]

Gabriel Cortês

Dataset, May, 2024

Visualisation of Random Forest classification.

[BibT_eX]

[DOI]

Inf. Vis., 2024

GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS.

[BibT_eX]

[DOI]

Gabriel Cortês

CoRR, 2024

Deep Reinforcement Learning-Based Multi-Access in Massive Machine-Type Communication.

[BibT_eX]

[DOI]

IEEE Access, 2024

Decision Tree Based Wrappers for Hearing Loss.

[BibT_eX]

[DOI]

Miguel Rabuge

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

From Pixels to Metal: AI-Empowered Numismatic Art.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE.

[BibT_eX]

[DOI]

Inês Valentim

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

A Comparison of Feature Engineering Techniques for Hearing Loss.

[BibT_eX]

[DOI]

Miguel Rabuge

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Towards Physical Plausibility in Neuroevolution Systems.

[BibT_eX]

[DOI]

Gabriel Cortês

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

Grammar-Based Evolution of Polyominoes.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 27th European Conference, 2024

2023

A supervised machine learning model for determining lubricant oil operating conditions.

[BibT_eX]

[DOI]

Roney Malaguti

Cristóvão Silva

Expert Syst. J. Knowl. Eng., June, 2023

Structured mutation inspired by evolutionary theory enriches population performance and diversity.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Contextual Glyph Design: Visualizing Hearing Screenings.

[BibT_eX]

[DOI]

Barbara Nascimento Ramos

Evgheni Polisciuc

Proceedings of the 27th International Conference Information Visualisation, 2023

Understanding the Forest: A Visualization Tool to Support Decision Tree Analysis.

[BibT_eX]

[DOI]

João R. Campos

Proceedings of the 27th International Conference Information Visualisation, 2023

Biological insights on grammar-structured mutations improve fitness and diversity.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Initialisation in Structured Grammatical Evolution.

[BibT_eX]

[DOI]

Aidan Murphy

Anthony Ventresque

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

The Influence of Probabilistic Grammars on Evolution.

[BibT_eX]

[DOI]

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

Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes.

[BibT_eX]

[DOI]

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

Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies.

[BibT_eX]

[DOI]

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

SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks.

[BibT_eX]

[DOI]

Henrique Branquinho

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

Under the Hood of Transfer Learning for Deep Neuroevolution.

[BibT_eX]

[DOI]

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

Reducing the Price of Stable Cable Stayed Bridges with CMA-ES.

[BibT_eX]

[DOI]

Gabriel Fernandes

João Correia

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

Automatic Design of Telecom Networks with Genetic Algorithms.

[BibT_eX]

[DOI]

Pedro Antero Carvalhido

Tiago Vieira

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

All You Need is Sex for Diversity.

[BibT_eX]

[DOI]

José Maria Simões

Proceedings of the Genetic Programming - 26th European Conference, 2023

Context Matters: Adaptive Mutation for Grammars.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 26th European Conference, 2023

2022

Editorial Introduction.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2022

On the Democratization of Machine Learning Pipelines.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Strategies for Improving the Error Robustness of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

HERB+: Evolving an Industrial-Strength Privacy-Preserving Machine Learning Framework.

[BibT_eX]

[DOI]

Qianying Liao

Alexandre Cortez Santos

Bruno Cabral

João Paulo Fernandes

Proceedings of the 27th IEEE Pacific Rim International Symposium on Dependable Computing, 2022

On the Use of Deep Graph CNN to Detect Vulnerable C Functions.

[BibT_eX]

[DOI]

José D'Abruzzo Pereira

Marco Vieira

Proceedings of the 11th Latin-American Symposium on Dependable Computing, 2022

Herb: Privacy-preserving Random Forest with Partially Homomorphic Encryption.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Co-evolutionary probabilistic structured grammatical evolution.

[BibT_eX]

[DOI]

Jessica Mégane

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

Evolving Adaptive Neural Network Optimizers for Image Classification.

[BibT_eX]

[DOI]

Pedro Carvalho

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

Adversarial Robustness Assessment of NeuroEvolution Approaches.

[BibT_eX]

[DOI]

Inês Valentim

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Probabilistic Structured Grammatical Evolution.

[BibT_eX]

[DOI]

Jessica Mégane

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

HyTEA: Hybrid Tree Evolutionary Algorithm.

[BibT_eX]

[DOI]

Francisco Miranda

Evgheni Polisciuc

Proceedings of the Artificial Evolution, 2022

2021

Fast-DENSER: Fast Deep Evolutionary Network Structured Representation.

[BibT_eX]

[DOI]

SoftwareX, 2021

On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future.

[BibT_eX]

[DOI]

CoRR, 2021

Evolving Learning Rate Optimizers for Deep Neural Networks.

[BibT_eX]

[DOI]

Pedro Carvalho

CoRR, 2021

ELEGANT: Security of Critical Infrastructures With Digital Twins.

[BibT_eX]

[DOI]

IEEE Access, 2021

When Two are Better Than One: Synthesizing Heavily Unbalanced Data.

[BibT_eX]

[DOI]

IEEE Access, 2021

Wear and Tear: A Data Driven Analysis of the Operating Condition of Lubricant Oils.

[BibT_eX]

[DOI]

Roney Malaguti

Cristóvão Silva

Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021

On the exploitation of neuroevolutionary information.

[BibT_eX]

[DOI]

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

Improved evolution of generative adversarial networks.

[BibT_eX]

[DOI]

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

Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2021

Demonstrating the Evolution of GANs Through t-SNE.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2021

Probabilistic Grammatical Evolution.

[BibT_eX]

[DOI]

Jessica Mégane

Proceedings of the Genetic Programming - 24th European Conference, 2021

FERMAT: Feature Engineering with Grammatical Evolution.

[BibT_eX]

[DOI]

Mariana Monteiro

Proceedings of the Progress in Artificial Intelligence, 2021

A Well Lubricated Machine: A Data Driven Model for Lubricant Oil Conditions.

[BibT_eX]

[DOI]

Roney Malaguti

Cristóvão Silva

Proceedings of the Progress in Artificial Intelligence, 2021

2020

Neuroevolution of Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020

Visual Blending for Concept Representation: A Case Study on Emoji Generation.

[BibT_eX]

[DOI]

New Gener. Comput., 2020

Evolving visual artefacts based on consumption patterns.

[BibT_eX]

[DOI]

Int. J. Arts Technol., 2020

Emojinating Co-Creativity: Integrating Self-Evaluation and Context-Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

Exploring the evolution of GANs through quality diversity.

[BibT_eX]

[DOI]

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

AutoLR: an evolutionary approach to learning rate policies.

[BibT_eX]

[DOI]

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

Evolving energy demand estimation models over macroeconomic indicators.

[BibT_eX]

[DOI]

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

Using Skill Rating as Fitness on the Evolution of GANs.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Incremental Evolution and Development of Deep Artificial Neural Networks.

[BibT_eX]

[DOI]

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

Online Verification through Model Checking of Medical Critical Intelligent Systems.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2020

2019

DENSER: deep evolutionary network structured representation.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2019

Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Automatic Design of Artificial Neural Networks for Gamma-Ray Detection.

[BibT_eX]

[DOI]

IEEE Access, 2019

The Impact of Data Preparation on the Fairness of Software Systems.

[BibT_eX]

[DOI]

Inês Valentim

Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

Structured grammatical evolution for glucose prediction in diabetic patients.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

COEGAN: evaluating the coevolution effect in generative adversarial networks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Emojinating: Evolving Emoji Blends.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2019

Coevolution of Generative Adversarial Networks.

[BibT_eX]

[DOI]

Victor Costa

Proceedings of the Applications of Evolutionary Computation, 2019

Fast DENSER: Efficient Deep NeuroEvolution.

[BibT_eX]

[DOI]

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

Driving Profile using Evolutionary Computation.

[BibT_eX]

[DOI]

Bruno Cabral

Jorge Granjal

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Intrusion Detection and Prevention in CoAP Wireless Sensor Networks Using Anomaly Detection.

[BibT_eX]

[DOI]

Jorge Granjal

João M. Silva

Sensors, 2018

Evolving the Topology of Large Scale Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 21st European Conference, 2018

Using GP Is NEAT: Evolving Compositional Pattern Production Functions.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 21st European Conference, 2018

Fairness and Transparency of Machine Learning for Trustworthy Cloud Services.

[BibT_eX]

[DOI]

Flavio V. D. de Figueiredo

Leandro Balby

Wagner Meira Jr.

Walter Santos

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

Automatic Evolution of AutoEncoders for Compressed Representations.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Interactive Evolution of Swarms for the Visualisation of Consumptions.

[BibT_eX]

[DOI]

Proceedings of the Interactivity, Game Creation, Design, Learning, and Innovation, 2018

Structured Grammatical Evolution: A Dynamic Approach.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Grammatical Evolution, 2018

2017

Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach.

[BibT_eX]

[DOI]

CoRR, 2017

EvoFashion: Customising Fashion Through Evolution.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2017

Evolving Cut-Off Mechanisms and Other Work-Stealing Parameters for Parallel Programs.

[BibT_eX]

[DOI]

Alcides Fonseca

Bruno Cabral

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

A Comparative Study of Different Grammar-Based Genetic Programming Approaches.

[BibT_eX]

[DOI]

Joaquim Ferrer

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

Automatic generation of neural networks with structured Grammatical Evolution.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Unveiling the properties of structured grammatical evolution.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2016

An Evolutionary Approach to the Full Optimization of the Traveling Thief Problem.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2016

2015

The Optimization Ability of Evolved Strategies.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2015

SGE: A Structured Representation for Grammatical Evolution.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2015

2013

The importance of the learning conditions in hyper-heuristics.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Learning Selection Strategies for Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2013

2012

Evolving evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

DACCO: a discrete ant colony algorithm to cluster geometry optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

PSO-CGO: A Particle Swarm Algorithm for Cluster Geometry Optimization.

[BibT_eX]

[DOI]