Towards a conditional interpretation of self organizing maps

Laura Giordano; Valentina Gliozzi; Daniele Theseider Dupré

Towards a conditional interpretation of self organizing maps

Laura Giordano, Valentina Gliozzi, Daniele Theseider Dupré

Dipartimento di Scienze e Innovazione Tecnologica

Risultato della ricerca: Contributo su rivista › Articolo da conferenza › peer review

Abstract

In this paper we aim at establishing a link between the preferential semantics for conditionals and self-organising maps (SOMs). We show that a concept-wise multipreference semantics, recently proposed for defeasible description logics, which takes into account preferences with respect to different concepts, can be used to to provide a logical interpretation of SOMs.

Lingua originale	Inglese
pagine (da-a)	127-134
Numero di pagine	8
Rivista	CEUR Workshop Proceedings
Volume	2742
Stato di pubblicazione	Pubblicato - 2020
Evento	2020 Italian Workshop on Explainable Artificial Intelligence, XAI.it 2020 - Virtual, Online Durata: 25 nov 2020 → 26 nov 2020

Altri file e collegamenti

Link to publication in Scopus

Cita questo

@article{d04f079ab4b1466fae7def56d52fad59,

title = "Towards a conditional interpretation of self organizing maps",

abstract = "In this paper we aim at establishing a link between the preferential semantics for conditionals and self-organising maps (SOMs). We show that a concept-wise multipreference semantics, recently proposed for defeasible description logics, which takes into account preferences with respect to different concepts, can be used to to provide a logical interpretation of SOMs.",

author = "Laura Giordano and Valentina Gliozzi and Dupr{\'e}, \{Daniele Theseider\}",

note = "Publisher Copyright: {\textcopyright} 2020 CEUR-WS. All rights reserved.; 2020 Italian Workshop on Explainable Artificial Intelligence, XAI.it 2020 ; Conference date: 25-11-2020 Through 26-11-2020",

year = "2020",

language = "English",

volume = "2742",

pages = "127--134",

journal = "CEUR Workshop Proceedings",

issn = "1613-0073",

publisher = "CEUR-WS",

}

TY - JOUR

T1 - Towards a conditional interpretation of self organizing maps

AU - Giordano, Laura

AU - Gliozzi, Valentina

AU - Dupré, Daniele Theseider

PY - 2020

Y1 - 2020

N2 - In this paper we aim at establishing a link between the preferential semantics for conditionals and self-organising maps (SOMs). We show that a concept-wise multipreference semantics, recently proposed for defeasible description logics, which takes into account preferences with respect to different concepts, can be used to to provide a logical interpretation of SOMs.

AB - In this paper we aim at establishing a link between the preferential semantics for conditionals and self-organising maps (SOMs). We show that a concept-wise multipreference semantics, recently proposed for defeasible description logics, which takes into account preferences with respect to different concepts, can be used to to provide a logical interpretation of SOMs.

UR - https://www.scopus.com/pages/publications/85098916130

M3 - Conference article

AN - SCOPUS:85098916130

SN - 1613-0073

VL - 2742

SP - 127

EP - 134

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

T2 - 2020 Italian Workshop on Explainable Artificial Intelligence, XAI.it 2020

Y2 - 25 November 2020 through 26 November 2020

ER -

Towards a conditional interpretation of self organizing maps

Abstract

Altri file e collegamenti

Fingerprint

Cita questo