CONFALONIERI, ROBERTO
CONFALONIERI, ROBERTO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models
2025 Ozaki, Ana; Confalonieri, Roberto; Guimarães, Ricardo; Imenes, Anders
PREFACE
2024 Confalonieri, R.; Kutz, O.; Calvanese, D.; Gromann, D.; Holzinger, A.
A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol
2022 Confalonieri, R.; Janes, A.
A unified framework for managing sex and gender bias in AI models for healthcare
2022 Confalonieri, R.; Lucchesi, F.; Maffei, G.; Catuara-Solarz, S.
Evaluating the Interpretability of Threshold Operators
2022 Righetti, Guendalina; Porello, Daniele; Confalonieri, Roberto
A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services
2021 Mariotti, E.; Alonso, J. M.; Confalonieri, R.
Towards knowledge-driven distillation and explanation of black-box models
2021 Confalonieri, R.; Galliani, P.; Kutz, O.; Porello, D.; Righetti, G.; Troquard, N.
Towards even more irresistible axiom weakening
2020 Confalonieri, R.; Galliani, P.; Kutz, O.; Porello, D.; Righetti, G.; Troquard, N.
Trepan reloaded: A knowledge-driven approach to explaining black-box models
2020 Confalonieri, R.; Weyde, T.; Besold, T. R.; Moscoso Del Prado Martin, F.
A roadmap towards tuneable random ontology generation via probabilistic generative models
2018 Galliani, P.; Kutz, O.; Confalonieri, R.
Repairing ontologies via axiom weakening
2018 Troquard, N.; Confalonieri, R.; Galliani, P.; Penaloza, R.; Porello, D.; Kutz, O.
Two applications of concept refinement
2018 Confalonieri, R.; Troquard, N.; Galliani, P.; Kutz, O.; Penaloza, R.; Porello, D.
Two approaches to ontology aggregation based on axiom weakening
2018 Porello, D.; Troquard, N.; Penaloza, R.; Confalonieri, R.; Galliani, P.; Kutz, O.
Coherence, similarity, and concept generalisation
2017 Confalonieri, R.; Kutz, O.; Galliani, P.; Penaloza, R.; Porello, D.; Schorlemmer, M.; Troquard, N.
Repairing Socially Aggregated Ontologies Using Axiom Weakening
2017 Porello, D.; Troquard, N.; Confalonieri, R.; Galliani, P.; Kutz, O.; Penaloza, R.
A process model for concept invention
2016 Confalonieri, R.; Plaza, E.; Schorlemmer, M.
An Argument-based Creative Assistant for Harmonic Blending
2016 Kaliakatsos-Papakostas, M.; Confalonieri, R.; Corneli, J.; Zacharakis, A.; Cambouropoulos, E.
Coherent concept invention
2016 Schorlemmer, M.; Confalonieri, R.; Plaza, E.
Conceptual blending in EL++
2016 Confalonieri, R.; Schorlemmer, M.; Kutz, O.; Penaloza, R.; Plaza, E.; Eppe, M.
Link prediction in evolutionary graphs the case study of the CCIA network
2016 Adrian, K.; Chocron, P.; Confalonieri, R.; Ferrer, X.; Giraldez-Cru, J.