Scientific Publications

Explanations for Monotonic ClassifiersJ. Marques-Silva, T. Gerspacher, M. C. Cooper, A. Ignatiev and N. NarodytskaInternational Conference on Machine Learning (ICML)2021 URL
On Explaining Random Forests with SATY. Izza, J. Marques-Silva International Joint Conference on Artificial Intelligence (IJCAI)2021 URL
SAT-Based Rigorous Explanations for Decision ListsA. Ignatiev, J. Marques-SilvaInternational Conference on Theory and Applications of Satisfiability Testing (SAT)2021 URL
Fair and Adequate ExplanationsN. Asher, S. Paul. C. RussellWorkshop on Explainable AI, International Cross-Domain Conference for Machine Learning and Knowledge Extraction2021 URL
Real-Time Equipment Health State Prediction with LSTM Networks and Bayesian InferenceFouka, A., Bousdekis, A., Lepenioti, K., & Mentzas, G.International Conference on Advanced Information Systems Engineering (pp. 155-166). Springer, Cham. 09 June 2021 URL
Concept of a Voice-Enabled Digital Assistant for Predictive Maintenance in ManufacturingWellsandt, Stefan; Rusak, Zoltan; Ruiz Arenas, Santiago; Aschenbrenner, Doris; Hribernik, Karl A.; Thoben, Klaus-Dieter9th International Conference on Through-life Engineering Services (TESConf 2020 )26 Oct 2020 URL