2 papers
cs.AI2024
Flexible categorization using formal concept analysis and Dempster-Shafer theory
Marcel Boersma, Krishna Manoorkar, Alessandra Palmigiano +3
The framework developed in the present paper provides a formal ground to generate and study explainable categorizations of sets of entities, based on the epistemic attitudes of ind…
cs.AI2023
Outlier detection using flexible categorisation and interrogative agendas
Marcel Boersma, Krishna Manoorkar, Alessandra Palmigiano +3
Categorization is one of the basic tasks in machine learning and data analysis. Building on formal concept analysis (FCA), the starting point of the present work is that different…