Ernesto Costa

ORCID

Publication Activity (10 Years)

Years Active: 1982-2024
Publications (10 Years): 42

Top Venues

Publications

João Macedo, Daniel Lopes, João Correia, Penousal Machado, Ernesto Costa
Evolving Visually-Diverse Graphic Design Posters. EvoMUSART (2024)
João R. Campos, Ernesto Costa, Marco Vieira
Online Failure Prediction Through Fault Injection and Machine Learning: Methodology and Case Study. ISSRE (2023)
Henrique Branquinho, Nuno Lourenço, Ernesto Costa
SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks. CoRR (2023)
João Macedo, Lino Marques, Ernesto Costa
Assessing Infotaxis Sensitivity to Model Quality Through Evolutionary Computation. ROBOT (1) (2023)
João Braz Simões, Rui Travasso, Tiago R. Baptista, Ernesto Costa
Building 3D Spatial Networks: An Approach for Generating Vascular Networks. exp.at (2023)
Henrique Branquinho, Nuno Lourenço, Ernesto Costa
SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks. GECCO Companion (2023)
João R. Campos, Ernesto Costa, Marco Vieira
Online Failure Prediction for Complex Systems: Methodology and Case Studies. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
João Macedo, Lino Marques, Ernesto Costa
Hybridizing bio-inspired strategies with infotaxis through genetic programming. GECCO (2022)
João Macedo, Lino Marques, Ernesto Costa
Evolving Swarm Formations for Odour Source Localisation. ROBOT (2) (2022)
João R. Campos, Ernesto Costa, Marco Vieira
A Dataset of Linux Failure Data for Dependability Evaluation and Improvement. DSN Workshops (2022)
João R. Campos, Ernesto Costa, Marco Vieira
On the Applicability of Machine Learning-based Online Failure Prediction for Modern Complex Systems. EDCC (2022)
João Braz Simões, Rui Travasso, Ernesto Costa, Tiago R. Baptista
Generating Vascular Networks: A Reinforcement Learning Approach. LOD (2) (2022)
João Macedo, Lino Marques, Ernesto Costa
Evolving Infotaxis for Meandering Environments. IROS (2021)
João Macedo, Lino Marques, Ernesto Costa
Designing fitness functions for odour source localisation. GECCO Companion (2021)
João R. Campos, Ernesto Costa
Fault Injection to Generate Failure Data for Failure Prediction: A Case Study. ISSRE (2020)
João R. Campos, Ernesto Costa, Marco Vieira
On Configuring a Testbed for Dependability Experiments: Guidelines and Fault Injection Case Study. SAFECOMP (2020)
João Macedo, Lino Marques, Ernesto Costa
Locating Odour Sources with Geometric Syntactic Genetic Programming. EvoApplications (2020)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evolving Stencils for Typefaces: Combining Machine Learning, User's Preferences and Novelty. Complex. 2019 (2019)
João Macedo, Lino Marques, Ernesto Costa
A performance comparison of bio-inspired behaviours for odour source localisation. ICARSC (2019)
João Macedo, Lino Marques, Ernesto Costa
A Comparative Study of Bio-Inspired Odour Source Localisation Strategies from the State-Action Perspective. Sensors 19 (10) (2019)
José A. Castellanos-Garzón, Ernesto Costa, José Luis Jaimes S., Juan M. Corchado
An evolutionary framework for machine learning applied to medical data. Knowl. Based Syst. 185 (2019)
João R. Campos, Ernesto Costa, Marco Vieira
Improving Failure Prediction by Ensembling the Decisions of Machine Learning Models: A Case Study. IEEE Access 7 (2019)
João R. Campos, Marco Vieira, Ernesto Costa
Propheticus: Machine Learning Framework for the Development of Predictive Models for Reliable and Secure Software. ISSRE (2019)
José A. Castellanos-Garzón, Juan Ramos, Yeray Mezquita Martín, Juan F. De Paz, Ernesto Costa
A Genetic Programming Approach Applied to Feature Selection from Medical Data. PACBB (2018)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evotype: Towards the Evolution of Type Stencils. CoRR (2018)
João R. Campos, Marco Vieira, Ernesto Costa
Exploratory Study of Machine Learning Techniques for Supporting Failure Prediction. EDCC (2018)
João Macedo, Carlos M. Fonseca, Ernesto Costa
Geometric Crossover in Syntactic Space. EuroGP (2018)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evotype: Towards the Evolution of Type Stencils. EvoMUSART (2018)
João R. Campos, Marco Vieira, Ernesto Costa
Propheticus: Generalizable Machine Learning Framework. CoRR (2018)
João Macedo, Lino Marques, Ernesto Costa
Robotic odour search: Evolving a robot's brain with Genetic Programming. ICARSC (2017)
António Simões, Tiago R. Baptista, Ernesto Costa
Cartesian Genetic Programming in an Open-Ended Evolution Environment. EPIA (2017)
Nuno Lourenço, Joaquim Ferrer, Francisco Baptista Pereira, Ernesto Costa
A Comparative Study of Different Grammar-Based Genetic Programming Approaches. EuroGP (2017)
João Macedo, Lino Marques, Ernesto Costa
Evolving Neural Networks for Multi-robot Odor Search. ICARSC (2016)
Ana Rodrigues, Ernesto Costa, Amílcar Cardoso, Penousal Machado, Tiago Cruz
Evolving L-Systems with Musical Notes. EvoMUSART (2016)
Nuno Lourenço, Francisco Baptista Pereira, Ernesto Costa
An Evolutionary Approach to the Full Optimization of the Traveling Thief Problem. EvoCOP (2016)
Nuno Lourenço, Francisco B. Pereira, Ernesto Costa
Unveiling the properties of structured grammatical evolution. Genet. Program. Evolvable Mach. 17 (3) (2016)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evotype: From Shapes to Glyphs. GECCO (2016)
João Macedo, Ernesto Costa, Lino Marques
Genetic Programming Algorithms for Dynamic Environments. EvoApplications (2) (2016)
Nuno Lourenço, Francisco B. Pereira, Ernesto Costa
The Optimization Ability of Evolved Strategies. EPIA (2015)
Nuno Lourenço, Francisco B. Pereira, Ernesto Costa
SGE: A Structured Representation for Grammatical Evolution. Artificial Evolution (2015)
Leonardo Vanneschi, Mauro Castelli, Ernesto Costa, Alessandro Re, Henrique Vaz, Victor Sousa Lobo, Paulo Urbano
Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data. EvoApplications (2015)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evotype: Evolutionary Type Design. EvoMUSART (2015)
Rui L. Lopes, Ernesto Costa
Developments on the Regulatory Network Computational Device. Int. J. Nat. Comput. Res. 4 (4) (2014)
Anabela Simões, Ernesto Costa
Prediction in evolutionary algorithms for dynamic environments. Soft Comput. 18 (8) (2014)
Leonor Albuquerque Melo, Francisco B. Pereira, Ernesto Costa
Extended Experiments with Ant Colony Optimization with Heterogeneous Ants for Large Dynamic Traveling Salesperson Problems. ICCSA (Workshops/Short Papers/Posters) (2014)
Tiago R. Baptista, Ernesto Costa
Automatic Step Evolution. IBERAMIA (2014)
Rui L. Lopes, Ernesto Costa
Genetic programming with genetic regulatory networks: genetic programming. GECCO (2013)
Leonor Albuquerque Melo, Francisco Baptista Pereira, Ernesto Costa
Multi-caste Ant Colony Algorithm for the Dynamic Traveling Salesperson Problem. ICANNGA (2013)
Tiago R. Baptista, Ernesto Costa
Open-Ended Evolution of a Circadian Rhythm. ECAL (2013)
Rui L. Lopes, Ernesto Costa
Evolving an Harmonic Number Generator with ReNCoDe. EPIA (2013)
Tiago R. Baptista, Ernesto Costa
Step evolution: Improving the performance of open-ended evolution simulations. ALIFE (2013)
Leonor Albuquerque Melo, Francisco B. Pereira, Ernesto Costa
Effective Multi-caste Ant Colony System for Large Dynamic Traveling Salesperson Problems. Artificial Evolution (2013)
Rui L. Lopes, Ernesto Costa
GEARNet: grammatical evolution with artificial regulatory networks. GECCO (2013)
Anabela Simões, Ernesto Costa
Extended virtual loser genetic algorithm for the dynamic traveling salesman problem. GECCO (2013)
Nuno Lourenço, Francisco B. Pereira, Ernesto Costa
Learning Selection Strategies for Evolutionary Algorithms. Artificial Evolution (2013)
Nuno Lourenço, Francisco Baptista Pereira, Ernesto Costa
The importance of the learning conditions in hyper-heuristics. GECCO (2013)
Anabela Simões, Ernesto Costa
Virtual Loser Genetic Algorithm for Dynamic Environments. EvoApplications (2012)
Nuno Lourenço, Francisco Baptista Pereira, Ernesto Costa
Evolving evolutionary algorithms. GECCO (Companion) (2012)
Rui L. Lopes, Ernesto Costa
The Regulatory Network Computational Device. Genet. Program. Evolvable Mach. 13 (3) (2012)
Anabela Simões, Ernesto Costa
Enhancing the virtual loser genetic algorithm for dynamic environments. GECCO (2012)
Anabela Simões, Ernesto Costa
Memory-based CHC algorithms for the dynamic traveling salesman problem. GECCO (2011)
Rui L. Lopes, Ernesto Costa
The Squares Problem and a Neutrality Analysis with ReNCoDe. EPIA (2011)
Rui L. Lopes, Ernesto Costa
ReNCoDe: A Regulatory Network Computational Device. EuroGP (2011)
Tiago R. Baptista, Ernesto Costa
The Evolution of Foraging in an Open-Ended Simulation Environment. EPIA (2011)
Rui L. Lopes, Ernesto Costa
Using feedback in a regulatory network computational device. GECCO (2011)
Anabela Simões, Ernesto Costa
CHC-Based Algorithms for the Dynamic Traveling Salesman Problem. EvoApplications (1) (2011)
Anabela Simões, Rui Carvalho, João R. Campos, Ernesto Costa
A Study on Population's Diversity for Dynamic Environments. ICANNGA (1) (2011)
Jorge A. B. Sousa, Ernesto Costa
Designing an Epigenetic Approach in Artificial Life: The EpiAL Model. ICAART (Revised Selected Papers) (2010)
Paulo Tomé, Luís Amaral, Ernesto Costa
TREEAD - A Tool that Enables the Re-use of Experience in Enterprise Architecture Description. ICEIS (2) (2010)
Jorge A. B. Sousa, Ernesto Costa
EpiAL - An Epigenetic Approach for an Artificial Life Model. ICAART (1) (2010)
Anabela Simões, Ernesto Costa
Prediction in evolutionary algorithms for dynamic environments using markov chains and nonlinear regression. GECCO (2009)
Sara Silva, Ernesto Costa
Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories. Genet. Program. Evolvable Mach. 10 (2) (2009)
Telmo L. T. Menezes, Ernesto Costa
Coevolution of Competing Agent Species in a Game-Like Environment. EvoWorkshops (2009)
Leonor Albuquerque Melo, Francisco Baptista Pereira, Ernesto Costa
MC-ANT: A Multi-Colony Ant Algorithm. Artificial Evolution (2009)
Anabela Simões, Ernesto Costa
The Influence of Population and Memory Sizes on the Evolutionary Algorithm's Performance for Dynamic Environments. EvoWorkshops (2009)
Paulo Tomé, Ernesto Costa, Luís Amaral
The Re-Use of Experience through the use of CBR in Information Systems Modelling. ICAART (2009)
Anabela Simões, Ernesto Costa
Improving prediction in evolutionary algorithms for dynamic environments. GECCO (2009)
Paulo Tomé, Ernesto Costa, Luís Amaral
Improving Case Retrieval Performance Through the Use of Clustering Techniques. ICEIS (2) (2008)
Jorge Tavares, Francisco Baptista Pereira, Ernesto Costa
Multidimensional Knapsack Problem: A Fitness Landscape Analysis. IEEE Trans. Syst. Man Cybern. Part B 38 (3) (2008)
Tiago R. Baptista, Ernesto Costa
Evolution of a multi-agent system in a cyclical environment. Theory Biosci. 127 (2) (2008)
Jorge Tavares, Francisco Baptista Pereira, Ernesto Costa
Golomb Rulers: A fitness landscape analysis. IEEE Congress on Evolutionary Computation (2008)
Anabela Simões, Ernesto Costa
Evolutionary Algorithms for Dynamic Environments: Prediction Using Linear Regression and Markov Chains. PPSN (2008)
Ângela Gonçalves, Ernesto Costa
A Computational Model of Gene Regulatory Networks and its Topological Properties. ALIFE (2008)
Paulo Tomé, Ernesto Costa, Luís Amaral
A Framework that enables the Use of Experience in Conceptual Modelling. MCIS (2007)
Telmo L. T. Menezes, Ernesto Costa
Designing for Surprise. ECAL (2007)
Anabela Simões, Ernesto Costa
VMEA: studies on replacing strategies and diversity in dynamic environments. GECCO (2007)
Paulo Tomé, Ernesto Costa, Luís Amaral
Re-Using Experience in Information Systems Development. ICSOFT (SE) (2007)
Anabela Simões, Ernesto Costa
Improving memory's usage in evolutionary algorithms for changing environments. IEEE Congress on Evolutionary Computation (2007)
Tiago Leitão, Francisco Baptista Pereira, Jorge Tavares, Ernesto Costa
Niching techniques: a study on the cluster geometry optimization problem. GECCO (2007)
Paulo Tomé, Ernesto Costa, Luís Amaral
Improving Data Modeling Through the use of Case-Base-Reasoning. EMMSAD (2007)
Telmo L. T. Menezes, Ernesto Costa
The Gridbrain: an Heterogeneous Network for Open Evolution in 3D Environments. ALIFE (2007)
Anabela Simões, Ernesto Costa
Variable-Size Memory Evolutionary Algorithm to Deal with Dynamic Environments. EvoWorkshops (2007)
Jorge Tavares, Francisco Baptista Pereira, Ernesto Costa
The Role of Representation on the Multidimensional Knapsack Problem by means of Fitness Landscape Analysis. IEEE Congress on Evolutionary Computation (2006)
Telmo L. T. Menezes, Tiago R. Baptista, Ernesto Costa
Towards Generation of Complex Game Worlds. CIG (2006)
Anthony Brabazon, Arlindo Silva, Tiago Ferra de Sousa, Michael O'Neill, Robin Matthews, Ernesto Costa
Organizational Strategic Adaptation in the Presence of Inertia. Adv. Complex Syst. 8 (4) (2005)
Anthony Brabazon, Arlindo Silva, Tiago Ferra de Sousa, Michael O'Neill, Robin Matthews, Ernesto Costa
Investigating Strategic Inertia Using OrgSwarm. Informatica (Slovenia) 29 (2) (2005)
Anthony Brabazon, Arlindo Silva, Tiago Ferra de Sousa, Michael O'Neill, Robin Matthews, Ernesto Costa
Agent-based modelling of product invention. GECCO (2005)
Sara Silva, Ernesto Costa
Comparing tree depth limits and resource-limited GP. Congress on Evolutionary Computation (2005)
Anthony Brabazon, Tiago Ferra de Sousa, Arlindo Silva, Michael O'Neill, Ernesto Costa
A memetic model of product invention. Congress on Evolutionary Computation (2005)
Luís Correia, Ernesto Costa
Introductions. EPIA (2005)

Ernesto Costa.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ernesto Costa