@article{cisuc-5900-2019,
author={João R. Campos and Costa, E. and Marco Vieira },
title={Improving Failure Prediction by Ensembling the Decisions of Machine Learning Models: A Case Study},
journal={IEEE Access},
volume={7},
number={n/a},
pages={177661--177674},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6250-2020,
author={João R. Campos and Costa, E. and Marco Vieira },
title={On Configuring a Testbed for Dependability Experiments: Guidelines and Fault Injection Case Study},
booktitle={Computer Safety, Reliability, and Security},
year=2020,
address={n/a},
}
@inproceedings{cisuc-5967-2019,
author={João R. Campos and Marco Vieira and Costa, E. },
title={Propheticus: Machine Learning Framework for the Development of Predictive Models for Reliable and Secure Software},
booktitle={International Symposium on Software Reliability Engineering (ISSRE)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5973-2019,
author={José D'Abruzzo Pereira and João R. Campos and Marco Vieira },
title={An Exploratory Study of the Combination of Static Analysis Tools Alerts for Vulnerability Detection using Machine Learning},
booktitle={IX Latin-American Symposium on Dependable Computing (LADC 2019)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5677-2018,
author={João R. Campos and Marco Vieira and Costa, E. },
title={Exploratory Study of Machine Learning Techniques for Supporting Failure Prediction},
booktitle={2018 14th European Dependable Computing Conference (EDCC)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5695-2017,
author={João R. Campos and Pereira, F.B. and Costa, E. },
title={Extracting Knowledge from Data to Predict Mitochondrial Toxicity Indexes for Pharmacological Compounds (Poster Presentation)},
booktitle={MitoPorto International Symposium, Porto, Portugal, 2017},
year=2017,
address={n/a},
}
@inproceedings{cisuc-2425-2011,
author={Simões, A. and Costa, E. and Carvalho, R. and João R. Campos },
title={A Study on Population's Diversity for Dynamic Environments},
booktitle={2011 International Conference on Adaptive and Natural Computing Algorithms, ICANNGA'11},
year=2011,
address={n/a},
}