Ernesto Costa

Orcid: 0000-0002-8460-4033

Affiliations:
  • University of Coimbra, Portugal


According to our database1, Ernesto Costa authored at least 152 papers between 1982 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Evolving Visually-Diverse Graphic Design Posters.
Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2024

2023
Online Failure Prediction for Complex Systems: Methodology and Case Studies.
IEEE Trans. Dependable Secur. Comput., 2023

Online Failure Prediction Through Fault Injection and Machine Learning: Methodology and Case Study.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022
Evolving Swarm Formations for Odour Source Localisation.
Proceedings of the ROBOT 2022: Fifth Iberian Robotics Conference, 2022

Generating Vascular Networks: A Reinforcement Learning Approach.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Hybridizing bio-inspired strategies with infotaxis through genetic programming.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

On the Applicability of Machine Learning-based Online Failure Prediction for Modern Complex Systems.
Proceedings of the 18th European Dependable Computing Conference, 2022

A Dataset of Linux Failure Data for Dependability Evaluation and Improvement.
Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

2021
Evolving Infotaxis for Meandering Environments.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Designing fitness functions for odour source localisation.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
On Configuring a Testbed for Dependability Experiments: Guidelines and Fault Injection Case Study.
Proceedings of the Computer Safety, Reliability, and Security, 2020

Fault Injection to Generate Failure Data for Failure Prediction: A Case Study.
Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

Locating Odour Sources with Geometric Syntactic Genetic Programming.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019
A Comparative Study of Bio-Inspired Odour Source Localisation Strategies from the State-Action Perspective.
Sensors, 2019

An evolutionary framework for machine learning applied to medical data.
Knowl. Based Syst., 2019

Evolving Stencils for Typefaces: Combining Machine Learning, User's Preferences and Novelty.
Complex., 2019

Improving Failure Prediction by Ensembling the Decisions of Machine Learning Models: A Case Study.
IEEE Access, 2019

Propheticus: Machine Learning Framework for the Development of Predictive Models for Reliable and Secure Software.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

A performance comparison of bio-inspired behaviours for odour source localisation.
Proceedings of the 2019 IEEE International Conference on Autonomous Robot Systems and Competitions, 2019

2018
Propheticus: Generalizable Machine Learning Framework.
CoRR, 2018

A Genetic Programming Approach Applied to Feature Selection from Medical Data.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2018

Evotype: Towards the Evolution of Type Stencils.
Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2018

Geometric Crossover in Syntactic Space.
Proceedings of the Genetic Programming - 21st European Conference, 2018

Exploratory Study of Machine Learning Techniques for Supporting Failure Prediction.
Proceedings of the 14th European Dependable Computing Conference, 2018

Structured Grammatical Evolution: A Dynamic Approach.
Proceedings of the Handbook of Grammatical Evolution, 2018

2017
Robotic odour search: Evolving a robot's brain with Genetic Programming.
Proceedings of the 2017 IEEE International Conference on Autonomous Robot Systems and Competitions, 2017

A Comparative Study of Different Grammar-Based Genetic Programming Approaches.
Proceedings of the Genetic Programming - 20th European Conference, 2017

Cartesian Genetic Programming in an Open-Ended Evolution Environment.
Proceedings of the Progress in Artificial Intelligence, 2017

2016
Unveiling the properties of structured grammatical evolution.
Genet. Program. Evolvable Mach., 2016

Evolving Neural Networks for Multi-robot Odor Search.
Proceedings of the 2016 International Conference on Autonomous Robot Systems and Competitions, 2016

Evotype: From Shapes to Glyphs.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Evolving L-Systems with Musical Notes.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2016

Genetic Programming Algorithms for Dynamic Environments.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

An Evolutionary Approach to the Full Optimization of the Traveling Thief Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2016

2015
Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

Evotype: Evolutionary Type Design.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2015

The Optimization Ability of Evolved Strategies.
Proceedings of the Progress in Artificial Intelligence, 2015

SGE: A Structured Representation for Grammatical Evolution.
Proceedings of the Artificial Evolution, 2015

2014
Prediction in evolutionary algorithms for dynamic environments.
Soft Comput., 2014

Developments on the Regulatory Network Computational Device.
Int. J. Nat. Comput. Res., 2014

Extended Experiments with Ant Colony Optimization with Heterogeneous Ants for Large Dynamic Traveling Salesperson Problems.
Proceedings of the 2014 14th International Conference on Computational Science and Its Applications, Guimaraes, Portugal, June 30, 2014

Automatic Step Evolution.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

2013
Step evolution: Improving the performance of open-ended evolution simulations.
Proceedings of the IEEE Symposium on Artificial Life, 2013

Multi-caste Ant Colony Algorithm for the Dynamic Traveling Salesperson Problem.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013

Extended virtual loser genetic algorithm for the dynamic traveling salesman problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

The importance of the learning conditions in hyper-heuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

GEARNet: grammatical evolution with artificial regulatory networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Genetic programming with genetic regulatory networks: genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Evolving an Harmonic Number Generator with ReNCoDe.
Proceedings of the Progress in Artificial Intelligence, 2013

Open-Ended Evolution of a Circadian Rhythm.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Effective Multi-caste Ant Colony System for Large Dynamic Traveling Salesperson Problems.
Proceedings of the Artificial Evolution, 2013

Learning Selection Strategies for Evolutionary Algorithms.
Proceedings of the Artificial Evolution, 2013

2012
The Regulatory Network Computational Device.
Genet. Program. Evolvable Mach., 2012

Enhancing the virtual loser genetic algorithm for dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Evolving evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Virtual Loser Genetic Algorithm for Dynamic Environments.
Proceedings of the Applications of Evolutionary Computation, 2012

2011
A Study on Population's Diversity for Dynamic Environments.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Memory-based CHC algorithms for the dynamic traveling salesman problem.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Using feedback in a regulatory network computational device.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

CHC-Based Algorithms for the Dynamic Traveling Salesman Problem.
Proceedings of the Applications of Evolutionary Computation, 2011

ReNCoDe: A Regulatory Network Computational Device.
Proceedings of the Genetic Programming - 14th European Conference, 2011

The Squares Problem and a Neutrality Analysis with ReNCoDe.
Proceedings of the Progress in Artificial Intelligence, 2011

The Evolution of Foraging in an Open-Ended Simulation Environment.
Proceedings of the Progress in Artificial Intelligence, 2011

2010
TREEAD - A Tool that Enables the Re-use of Experience in Enterprise Architecture Description.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

Designing an Epigenetic Approach in Artificial Life: The EpiAL Model.
Proceedings of the Agents and Artificial Intelligence - Second International Conference, 2010

EpiAL - An Epigenetic Approach for an Artificial Life Model.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

2009
Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories.
Genet. Program. Evolvable Mach., 2009

The Re-Use of Experience through the use of CBR in Information Systems Modelling.
Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

Prediction in evolutionary algorithms for dynamic environments using markov chains and nonlinear regression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Improving prediction in evolutionary algorithms for dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

The Influence of Population and Memory Sizes on the Evolutionary Algorithm's Performance for Dynamic Environments.
Proceedings of the Applications of Evolutionary Computing, 2009

Coevolution of Competing Agent Species in a Game-Like Environment.
Proceedings of the Applications of Evolutionary Computing, 2009

MC-ANT: A Multi-Colony Ant Algorithm.
Proceedings of the Artifical Evolution, 2009

2008
Multidimensional Knapsack Problem: A Fitness Landscape Analysis.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Evolution of a multi-agent system in a cyclical environment.
Theory Biosci., 2008

Evolutionary Algorithms for Dynamic Environments: Prediction Using Linear Regression and Markov Chains.
Proceedings of the Parallel Problem Solving from Nature, 2008

Improving Case Retrieval Performance Through the Use of Clustering Techniques.
Proceedings of the ICEIS 2008, 2008

Golomb Rulers: A fitness landscape analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

A Computational Model of Gene Regulatory Networks and its Topological Properties.
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

2007
A Framework that enables the Use of Experience in Conceptual Modelling.
Proceedings of the 2nd Mediterranean Conference on Information Systems, 2007

The Gridbrain: an Heterogeneous Network for Open Evolution in 3D Environments.
Proceedings of the First IEEE Symposium on Artificial Life, 2007

Re-Using Experience in Information Systems Development.
Proceedings of the ICSOFT 2007, 2007

VMEA: studies on replacing strategies and diversity in dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Niching techniques: a study on the cluster geometry optimization problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Variable-Size Memory Evolutionary Algorithm to Deal with Dynamic Environments.
Proceedings of the Applications of Evolutinary Computing, 2007

Improving Data Modeling Through the use of Case-Base-Reasoning.
Proceedings of the 12th International Workshop on Exploring Modeling Methods for Systems Analysis and Design, 2007

Designing for Surprise.
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

Improving memory's usage in evolutionary algorithms for changing environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Towards Generation of Complex Game Worlds.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games (CIG06), 2006

The Role of Representation on the Multidimensional Knapsack Problem by means of Fitness Landscape Analysis.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Simulating the Strategic Adaptation of Organizations Using OrgSwarm.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Bio-Inspired Data Mining.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Investigating Strategic Inertia Using OrgSwarm.
Informatica (Slovenia), 2005

Organizational Strategic Adaptation in the Presence of Inertia.
Adv. Complex Syst., 2005

Resource-limited genetic programming: the dynamic approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Agent-based modelling of product invention.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Introductions.
Proceedings of the Progress in Artificial Intelligence, 2005

Comparing tree depth limits and resource-limited GP.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

A memetic model of product invention.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
OrgSwarm - A Particle Swarm Model of Organizational Adaptation.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Evolving Golomb Rulers.
Proceedings of the Genetic and Evolutionary Computation, 2004

Dynamic Limits for Bloat Control: Variations on Size and Depth.
Proceedings of the Genetic and Evolutionary Computation, 2004

A Particle Swarm Model of Organizational Adaptation.
Proceedings of the Genetic and Evolutionary Computation, 2004

On the Evolution of Evolutionary Algorithms.
Proceedings of the Genetic Programming, 7th European Conference, 2004

Understanding the role of insertion and correction in the evolution of Golomb rulers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Investigating organizational strategic inertia using a particle swarm model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
On the Influence of GVR in Vehicle Routing.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

A Comparative Study Using Genetic Algorithms to Deal with Dynamic Environments.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

Improving the Genetic Algorithm's Performance when Using Transformation.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

An Immune System-Based Genetic Algorithm to Deal with Dynamic Environments: Diversity and Memory.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

Global Routing for Lookup-Table Based FPGAs Using Genetic Algorithms.
Proceedings of the Field Programmable Logic and Application, 13th International Conference, 2003

SAPPO: A Simple, Adaptable, Predator Prey Optimiser.
Proceedings of the Progress in Artificial Intelligence, 2003

Golomb Rulers: The Advantage of Evolution.
Proceedings of the Progress in Artificial Intelligence, 2003

2002
Using GAs To Deal With Dynamic Environments: A Comparative Study Of Several Approaches Based On Promoting Diversity.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Parametric Study To Enhance The Genetic Algorithm's Performance When Using Transformation.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Vehicle Routing Problem: Doing It The Evolutionary Way.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

An Empirical Comparison of Particle Swarm and Predator Prey Optimisation.
Proceedings of the Artificial Intelligence and Cognitive Science, 2002

GVR: A New Genetic Representation for the Vehicle Routing Problem.
Proceedings of the Artificial Intelligence and Cognitive Science, 2002

2001
The Influence of Learning in the Evolution of Busy Beavers.
Proceedings of the Applications of Evolutionary Computing, 2001

An Architecture for Hybrid Creative Reasoning.
Proceedings of the Soft Computing in Case Based Reasoning, 2001

2000
The Influence of Learning in the Behaviour of Information Retrieval Adaptive Agents.
Proceedings of the Applied Computing 2000, 2000

Polymorphy and Hybridization in Genetically Programmed Networks.
Proceedings of the Parallel Problem Solving from Nature, 2000

Using Genetic Algorithms with Asexual Transposition.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Probabilistic Evolution and the Busy Beaver Problem.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Too busy to learn [individual learning interaction with evolutionary algorithm in Busy Beaver problem].
Proceedings of the 2000 Congress on Evolutionary Computation, 2000

Jitter reduction in a real-time message transmission system using genetic algorithms.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999
Transposition: A Biological-Inspired Mechanism to Use with Genetic Algorithms.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

Evolving Controllers for Autonomous Agents Using Genetically Programmed Networks.
Proceedings of the Genetic Programming, 1999

Busy Beaver - The Influence of Representation.
Proceedings of the Genetic Programming, 1999

Enhancing transposition performance.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

Building agents with memory: an approach using genetically programmed networks.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

LamBaDa: an artificial environment to study the interaction between evolution and learning.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998
Planning and Learning: Put the User in the Loop.
Proceedings of the Advances in Artificial Intelligence, 1998

1996
Towards a Case-Based Model for Creative Processes.
Proceedings of the 12th European Conference on Artificial Intelligence, 1996

1995
Industrial Kiln Multivariable Control: MNN and RBFNN Approaches.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

Lime Kiln Fault Detection and Diagnosis by Neural Networks.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

A Closer Look to Artificial Learning Environments.
Proceedings of the Progress in Artificial Intelligence, 1995

On the Role of Splitting and Merging Past Cases for Generation of a New Solution.
Proceedings of the Progress in Artificial Intelligence, 1995

1994
Machine learning goes to the bank.
Appl. Artif. Intell., 1994

Reasoning with Cases Imperfectly Described and Explained.
Proceedings of the Advances in Case-Based Reasoning, Second European Workshop, 1994

Experimental Study of an Evaluation Function for Cases Imperfectly Explained.
Proceedings of the Advances in Case-Based Reasoning, Second European Workshop, 1994

1993
A Similarity Metric for Retrieval of Cases Imperfectly Explained.
Proceedings of the Topics in Case-Based Reasoning, First European Workshop, 1993

Learning Operators While Planning.
Proceedings of the Progress in Artificial Intelligence, 1993

An Application of Machine Learning in the Domain of Loan Analysis.
Proceedings of the Machine Learning: ECML-93, 1993

1992
Consistency checking along time.
Appl. Artif. Intell., 1992

1991
Time in Conflucences: Dealing with Delays for Consistency-Checking.
Proceedings of the EPIA 91, 1991

1988
Pragmatic attachment devices for conversations with tutors.
Appl. Artif. Intell., 1988

1986
Méthode de transformation de programmes de Burstall-Darlington appliquée à la programmation logique.
Proceedings of the SPLT'86, 1986

1985
Estudo e implementação de um sistema automático de transformação de programas recursivos
PhD thesis, 1985

1982
Automatic program transformation viewed as theorem proving.
Proceedings of the International Symposium on Programming, 1982

Weakly commuting term rewriting systems : application to automatic recursion removal.
Proceedings of the 5th European Conference on Artificial Intelligence, 1982


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