Explainable image classification with evidence counterfactual T Vermeire, D Brughmans, S Goethals, RMB De Oliveira, D Martens Pattern Analysis and Applications 25 (2), 315-335, 2022 | 90 | 2022 |
A framework and benchmarking study for counterfactual generating methods on tabular data RMB de Oliveira, D Martens Applied Sciences 11 (16), 7274, 2021 | 38 | 2021 |
Pseudocapacitance phenomena and applications in biosensing devices RMB Oliveira, FCB Fernandes, PR Bueno Electrochimica Acta 306, 175-184, 2019 | 21 | 2019 |
A model-agnostic and data-independent tabu search algorithm to generate counterfactuals for tabular, image, and text data RMB de Oliveira, K Sörensen, D Martens European Journal of Operational Research 317 (2), 286-302, 2024 | 3 | 2024 |
Calculating and Visualizing Counterfactual Feature Importance Values B Meulemeester, RMB De Oliveira, D Martens arXiv preprint arXiv:2306.06506, 2023 | 1 | 2023 |
Desenvolvimento de superfícies nanoestruturadas capacitivas e eletroquimicamente ativas para aplicações em diagnóstico clínico RMB Oliveira Universidade Estadual Paulista (Unesp), 2018 | 1 | 2018 |
Unveiling the Potential of Counterfactuals Explanations in Employability RMB de Oliveira, S Goethals, D Brughmans, D Martens arXiv preprint arXiv:2305.10069, 2023 | | 2023 |
Novel Algorithms and Applications for Counterfactual Explanations: Definition, Creation, Evaluation, and Application: Thesis RMB de Oliveira | | 2023 |
Unveiling the potential of counterfactuals explanations in employability R Mazzine Barbosa de Oliveira, S Goethals, D Brughmans, D Martens | | 2023 |
Novel algorithms and applications for counterfactual explanations: definition, creation, evaluation, and application R Mazzine Barbosa de Oliveira University of Antwerp, 2023 | | 2023 |