@article{cisuc-5892-2019,
author={Assunção, F. and Correia, J. and Conceição, R. and Pimenta, M.J.M. and Tomé, B. and Lourenço, Nuno and Penousal Machado },
title={Automatic Design of Artificial Neural Networks for Gamma-Ray Detection},
journal={IEEE Access},
volume={7},
number={n/a},
pages={110531--110540},
year=2019,
address={n/a},
}
@article{cisuc-5525-2018,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={DENSER: deep evolutionary network structured representation},
journal={Genetic Programming and Evolvable Machines},
number={n/a},
pages={n/a},
year=2018,
address={n/a},
}
@article{cisuc-4494-2015,
author={Assunção, F. and Manuel Levi and Furtado, P. },
title={Comparing SQL and NoSQL approaches for clustering over big data},
journal={International Journal of Business Process Integration and Management (IJBPIM)},
volume={7},
number={4},
pages={3350},
year=2015,
address={n/a},
}
@inproceedings{cisuc-6192-2020,
author={Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado },
title={Incremental Evolution and Development of Deep Artificial Neural Networks},
booktitle={EuroGP2020},
year=2020,
address={n/a},
}
@inproceedings{cisuc-6193-2020,
author={Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado },
title={Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution},
booktitle={EvoAPPS2020},
year=2020,
address={n/a},
}
@inproceedings{cisuc-6230-2020,
author={Carvalho, P. and Lourenço, Nuno and Assunção, F. and Penousal Machado },
title={AutoLR: an evolutionary approach to learning rate policies},
booktitle={Proceedings of the 2020 Genetic and Evolutionary Computation Conference},
year=2020,
address={n/a},
}
@inproceedings{cisuc-5787-2019,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Fast DENSER: Efficient Deep NeuroEvolution},
booktitle={EuroGP 2019},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5418-2018,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Evolving the Topology of Large Scale Deep Neural Networks},
booktitle={EuroGP 2018},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5419-2018,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Using GP is NEAT: Evolving Compositional Pattern Production Functions},
booktitle={EuroGP 2018},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5429-2018,
author={Assunção, F. and Serero, D. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Automatic Evolution of AutoEncoders for Compressed Representations},
booktitle={World Congress on Computational Intelligence},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5524-2018,
author={Polisciuc, E. and Assunção, F. and Penousal Machado },
title={Towards Partially Automatic Search of Edge Bundling Parameters},
booktitle={Computational Intelligence in Music, Sound, Art and Design},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5060-2017,
author={Lourenço, Nuno and Assunção, F. and Maçãs, C. and Penousal Machado },
title={EvoFashion: Customising Fashion Through Evolution},
booktitle={International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design (EvoMUSART)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5061-2017,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Automatic Generation of Neural Networks with Structured Grammatical Evolution},
booktitle={IEEE Congress on Evolutionary Computation (CEC)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5062-2017,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach},
booktitle={Genetic and Evolutionary Computation Conference (GECCO)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5201-2017,
author={Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado },
title={Evolutionary Machine Learning: An Essay on Bechmarking},
booktitle={Portuguese Conference on Pattern Recognition (RecPad)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5202-2017,
author={Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado },
title={Evolutionary Machine Learning: An Essay on Experimental Design},
booktitle={Portuguese Conference on Pattern Recognition (RecPad)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-4973-2016,
author={Vinhas, A. and Assunção, F. and Correia, J. and Ekart, A. and Penousal Machado },
title={Fitness and Novelty in Evolutionary Art},
booktitle={2016 International Conference on Evolutionary and Biologically Inspired Music and Art (EvoMUSART)},
year=2016,
address={n/a},
}
@inproceedings{cisuc-5711-2016,
author={Polisciuc, E. and Maçãs, C. and Assunção, F. and Penousal Machado },
title={Hexagonal Gridded Maps and Information Layers: A Novel Approach for the Exploration and Analysis of Retail Data},
booktitle={SIGGRAPH ASIA 2016 Symposium on Visualization},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4327-2015,
author={Assunção, F. and Correia, J. and Martins, P. and Penousal Machado },
title={Evolving Families of Shapes},
booktitle={Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015, pp. 4134-4135},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4492-2015,
author={Cruz, A. and Penousal Machado and Assunção, F. and Leitão, A.P.d.A. },
title={ELICIT: Evolutionary Computation Visualization},
booktitle={Genetic and Evolutionary Computation Conference 2015},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4493-2015,
author={Amilcar Cardoso and Martins, P. and Assunção, F. and Correia, J. and Penousal Machado },
title={A Distributed Approach to Computational Creativity},
booktitle={9th International Symposium on Intelligent Distributed Computing – IDC’2015},
year=2015,
address={n/a},
}
@inbook{cisuc-5420-2018,
author={Lourenço, Nuno and Assunção, F. and Pereira, F.B. and Costa, E. and Penousal Machado },
title={Structured Grammatical Evolution: A Dynamic Approach},
chapter={1},
publisher={Springer},
booktitle={Handbook of Grammatical Evolution},
volume={1},
edition={1},
pages={1--24},
year=2018,
address={n/a},
}
@inbook{cisuc-4328-2015,
author={Penousal Machado and Correia, J. and Assunção, F. },
title={Graph-Based Evolutionary Art},
chapter={1},
publisher={Springer},
booktitle={Handbook of Genetic Programming Applications},
volume={1},
edition={1},
pages={1--1},
year=2015,
address={n/a},
}
@techreport{cisuc-6063-2019,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks},
number={arXiv:1905.02969},
year=2019,
address={n/a},
}