Scientific Publications

TitleAuthorsJournal/EventDateLink
Anatomy of a Digital AssistantWellsandt, S., Hribernik, K., Thoben, K.D.IFIP Advances in Information and Communication Technology, APMS 202131 Aug 2021 URL
Human-AI Collaboration in Quality Control with Augmented Manufacturing AnalyticsBousdekis, A., Wellsandt, S., Bosani, E., Lepenioti, K., Apostolou, D., Hribernik, K., Mentza, G.IFIP Advances in Information and Communication Technology, APMS 202131 Aug 2021 URL
Human-augmented Prescriptive Analytics with Interactive Multi-Objective Reinforcement LearningLepenioti, K., Bousdekis, A., Apostolou, D., & Mentzas, G.IEEE AccessJuly 2021 URL
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