Academic Publications
Peer-reviewed research in Explainable AI, Counterfactual Explanations, and Applied Machine Learning
View on ORCID2024Journal Article
A model-agnostic and data-independent tabu search algorithm to generate counterfactuals for tabular, image, and text data
Raphael Mazzine Barbosa de Oliveira, Kenneth Sörensen, David Martens
European Journal of Operational Research
DOI: 10.1016/j.ejor.2023.08.0312022Journal Article
Explainable image classification with evidence counterfactual
Pattern Analysis and Applications
DOI: 10.1007/s10044-021-01055-y2021Journal Article
A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data
Applied Sciences
DOI: 10.3390/app111672742019Journal Article
Pseudocapacitance phenomena and applications in biosensing devices
Electrochimica Acta
DOI: 10.1016/j.electacta.2019.03.083