Laura Giordano | DeepAI

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Mario Alviano
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Alberto Policriti
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Roberto Esposito
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Francesco Bartoli
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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...

0 Mario Alviano, et al. ∙

∙ 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 ...

0 Mario Alviano, et al. ∙

∙ 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...

0 Mario Alviano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 10/07/2021

From Weighted Conditionals of Multilayer Perceptrons to a Gradual Argumentation Semantics

A fuzzy multipreference semantics has been recently proposed for weighte...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 09/02/2020

A framework for a modular multi-concept lexicographic closure semantics

We define a modular multi-concept extension of the lexicographic closure...

0 Laura Giordano, et al. ∙

∙ 08/30/2020

On a plausible concept-wise multipreference semantics and its relations with self-organising maps

Inthispaperwedescribeaconcept-wisemulti-preferencesemantics for descript...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 04/20/2020

Reasoning about Typicality and Probabilities in Preferential Description Logics

In this work we describe preferential Description Logics of typicality, ...

0 Laura Giordano, et al. ∙

∙ 05/05/2019

A reconstruction of the multipreference closure

The paper describes a preferential approach for dealing with exceptions ...

0 Laura Giordano, et al. ∙

∙ 02/26/2019

Adding the Power-Set to Description Logics

We explore the relationships between Description Logics and Set Theory. ...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 01/18/2018

Reasoning about multiple aspects in DLs: Semantics and Closure Construction

Starting from the observation that rational closure has the undesirable ...

0 Laura Giordano, et al. ∙

∙ 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...

0 Laura Giordano, et al. ∙

∙ 06/08/2014

Rational Closure in SHIQ

We define a notion of rational closure for the logic SHIQ, which does no...

0 Laura Giordano, et al. ∙

∙ 05/05/2013

On Rational Closure in Description Logics of Typicality

We define the notion of rational closure in the context of Description L...

0 Laura Giordano, et al. ∙

∙ 10/17/2011

Reasoning about Actions with Temporal Answer Sets

In this paper we combine Answer Set Programming (ASP) with Dynamic Linea...

0 Laura Giordano, et al. ∙

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