13 citations · 58 across the 22 of their papers we have counts for
21 papers · 1 filter
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality
Mario Alviano, Francesco Bartoli, Marco Botta +3
In this paper we investigate the relationships between a multipreferential semantics for defeasible reasoning in knowledge representation and a multilayer neural network model. Wei…
Complexity and scalability of defeasible reasoning in many-valued weighted knowledge bases with typicality
Mario Alviano, Laura Giordano, Daniele Theseider Dupré
Weighted knowledge bases for description logics with typicality under a "concept-wise" multi-preferential semantics provide a logical interpretation of MultiLayer Perceptrons. In t…
Many-valued Argumentation, Conditionals and a Probabilistic Semantics for Gradual Argumentation
Mario Alviano, Laura Giordano, Daniele Theseider Dupré
In this paper we propose a general approach to define a many-valued preferential interpretation of gradual argumentation semantics. The approach allows for conditional reasoning ov…
An ASP approach for reasoning on neural networks under a finitely many-valued semantics for weighted conditional knowledge bases
Laura Giordano, Daniele Theseider Dupré
Weighted knowledge bases for description logics with typicality have been recently considered under a "concept-wise" multipreference semantics (in both the two-valued and fuzzy cas…
From Weighted Conditionals of Multilayer Perceptrons to Gradual Argumentation and Back
Laura Giordano
A fuzzy multipreference semantics has been recently proposed for weighted conditional knowledge bases, and used to develop a logical semantics for Multilayer Perceptrons, by regard…
Weighted Conditional EL{^}bot Knowledge Bases with Integer Weights: an ASP Approach
Laura Giordano, Daniele Theseider Dupré
Weighted knowledge bases for description logics with typicality have been recently considered under a "concept-wise" multipreference semantics (in both the two-valued and fuzzy cas…