Journal Articles
2019(1 publication)
[publication]João R. Campos and Costa, E. and Marco Vieira , "Improving Failure Prediction by Ensembling the Decisions of Machine Learning Models: A Case Study", IEEE Access,  vol. 7,  pp. 177661-177674, 2019

Conference Articles
2020(1 publication)
[publication]João R. Campos and Costa, E. and Marco Vieira , "On Configuring a Testbed for Dependability Experiments: Guidelines and Fault Injection Case Study", in Computer Safety, Reliability, and Security, 2020

2019(2 publications)
[publication]João R. Campos and Marco Vieira and Costa, E. , "Propheticus: Machine Learning Framework for the Development of Predictive Models for Reliable and Secure Software", in International Symposium on Software Reliability Engineering (ISSRE), 2019

[publication]José D'Abruzzo Pereira and João R. Campos and Marco Vieira , "An Exploratory Study of the Combination of Static Analysis Tools Alerts for Vulnerability Detection using Machine Learning", in IX Latin-American Symposium on Dependable Computing (LADC 2019), 2019

2018(1 publication)
[publication]João R. Campos and Marco Vieira and Costa, E. , "Exploratory Study of Machine Learning Techniques for Supporting Failure Prediction", in 2018 14th European Dependable Computing Conference (EDCC), 2018

2017(1 publication)
[publication]João R. Campos and Pereira, F.B. and Costa, E. , "Extracting Knowledge from Data to Predict Mitochondrial Toxicity Indexes for Pharmacological Compounds (Poster Presentation)", in MitoPorto International Symposium, Porto, Portugal, 2017, 2017

2011(1 publication)
[publication]Simões, A. and Costa, E. and Carvalho, R. and João R. Campos , "A Study on Population's Diversity for Dynamic Environments", in 2011 International Conference on Adaptive and Natural Computing Algorithms, ICANNGA'11, 2011
[citation][year=2012]Carlos Azevedo, Renato Belo, and Aluizio FR Araújo. "Non-Dominance Landscapes for Guiding Diversity Generation in Dynamic Environments.", Universidade Federal de Pernambuco, 2012.

MSc Theses
2017(1 publication)
[publication]João R. Campos , "Prediction of Mitochondrial Toxicity Indexes for Pharmacological Compounds", 2017