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cs.AI2026
Probabilistic classification from possibilistic data: computing Kullback-Leibler projection with a possibility distribution
Ismaïl Baaj, Pierre Marquis
We consider learning with possibilistic supervision for multi-class classification. For each training instance, the supervision is a normalized possibility distribution that expres…
cs.AI2025
Approximate matrices of systems of max-min fuzzy relational equations
Ismaïl Baaj
In this article, we address the inconsistency of a system of max-min fuzzy relational equations by minimally modifying the matrix governing the system in order to achieve consisten…
cs.AI2023
Maximal Consistent Subsystems of Max-T Fuzzy Relational Equations
Ismaïl Baaj
In this article, we study the inconsistency of a system of fuzzy relational equations of the form , where is a t-norm among , the produc…