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A framework for Conditional Reasoning in Answer Set Programming
Mario Alviano, Laura Giordano, Daniele Theseider Dupré
In this paper we introduce a Conditional Answer Set Programming framework (Conditional ASP) for the definition of conditional extensions of Answer Set Programming (ASP). The approa…
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…