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04/29/2023
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality
In this paper we investigate the relationships between a multipreferenti...
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03/08/2023
Complexity and scalability of defeasible reasoning in 1 many-valued weighted knowledge bases
Weighted knowledge bases for description logics with typicality under a ...
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12/14/2022
Many-valued Argumentation, Conditionals and a Probabilistic Semantics for Gradual Argumentation
In this paper we propose a general approach to define a many-valued pref...
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02/02/2022
An ASP approach for reasoning on neural networks under a finitely many-valued semantics for weighted conditional knowledge bases
Weighted knowledge bases for description logics with typicality have bee...
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10/07/2021
From Weighted Conditionals of Multilayer Perceptrons to a Gradual Argumentation Semantics
A fuzzy multipreference semantics has been recently proposed for weighte...
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09/17/2021
Weighted Conditional EL^bot Knowledge Bases with Integer Weights: an ASP Approach
Weighted knowledge bases for description logics with typicality have bee...
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07/18/2021
Reasoning about actions with EL ontologies with temporal answer sets
We propose an approach based on Answer Set Programming for reasoning abo...
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07/10/2021
From Common Sense Reasoning to Neural Network Models through Multiple Preferences: an overview
In this paper we discuss the relationships between conditional and prefe...
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06/01/2021
On the KLM properties of a fuzzy DL with Typicality
The paper investigates the properties of a fuzzy logic of typicality. Th...
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03/11/2021
A conditional, a fuzzy and a probabilistic interpretation of self-organising maps
In this paper we establish a link between preferential semantics for des...
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12/24/2020
Weighted defeasible knowledge bases and a multipreference semantics for a deep neural network model
In this paper we investigate the relationships between a multipreferenti...
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09/02/2020
A framework for a modular multi-concept lexicographic closure semantics
We define a modular multi-concept extension of the lexicographic closure...
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08/30/2020
On a plausible concept-wise multipreference semantics and its relations with self-organising maps
Inthispaperwedescribeaconcept-wisemulti-preferencesemantics for descript...
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06/08/2020
An ASP approach for reasoning in a concept-aware multipreferential lightweight DL
In this paper we develop a concept aware multi-preferential semantics fo...
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04/20/2020
Reasoning about Typicality and Probabilities in Preferential Description Logics
In this work we describe preferential Description Logics of typicality, ...
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05/05/2019
A reconstruction of the multipreference closure
The paper describes a preferential approach for dealing with exceptions ...
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02/26/2019
Adding the Power-Set to Description Logics
We explore the relationships between Description Logics and Set Theory. ...
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07/08/2018
Reasoning about exceptions in ontologies: from the lexicographic closure to the skeptical closure
Reasoning about exceptions in ontologies is nowadays one of the challeng...
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03/23/2018
Defeasible Reasoning in SROEL: from Rational Entailment to Rational Closure
In this work we study a rational extension SROEL^R T of the low complexi...
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01/18/2018
Reasoning about multiple aspects in DLs: Semantics and Closure Construction
Starting from the observation that rational closure has the undesirable ...
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08/08/2016
ASP for Minimal Entailment in a Rational Extension of SROEL
In this paper we exploit Answer Set Programming (ASP) for reasoning in a...
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06/08/2014
Rational Closure in SHIQ
We define a notion of rational closure for the logic SHIQ, which does no...
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05/05/2013
On Rational Closure in Description Logics of Typicality
We define the notion of rational closure in the context of Description L...
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10/17/2011