Information Processing and Management of Uncertainty in Knowledge-Based Systems: 19th International Conference, IPMU 2022 Milan, Italy, July 11–15, 2022 Proceedings, Part II

806 Pages·2022·56.568 MB·English

by  Davide Ciucci, Inés Couso, Jesús Medina, Dominik Ślęzak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager

Communications
in Computer and Information Science 1602
EditorialBoardMembers
JoaquimFilipe
PolytechnicInstituteofSetúbal,Setúbal,Portugal
AshishGhosh
IndianStatisticalInstitute,Kolkata,India
RaquelOliveiraPrates
FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil
LizhuZhou
TsinghuaUniversity,Beijing,China
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899
· · ·
Davide Ciucci Inés Couso Jesús Medina
´ · ·
Dominik Sle˛zak Davide Petturiti
·
Bernadette Bouchon-Meunier
Ronald R. Yager (Eds.)
Information Processing
and Management of
Uncertainty in
Knowledge-Based Systems
19th International Conference, IPMU 2022
Milan, Italy, July 11–15, 2022
Proceedings, Part II
Editors
DavideCiucci InésCouso
UniversityofMilano-Bicocca UniversityofOviedo
Milan,Italy Oviedo,Spain
JesúsMedina DominikS´le˛zak
UniversityofCádiz UniversityofWarsaw
Cádiz,Spain Warsaw,Poland
DavidePetturiti BernadetteBouchon-Meunier
UniversityofPerugia SorbonneUniversité
Perugia,Italy Paris,France
RonaldR.Yager
IonaCollege
NewRochelle,NY,USA
ISSN 1865-0929 ISSN 1865-0937 (electronic)
CommunicationsinComputerandInformationScience
ISBN 978-3-031-08973-2 ISBN 978-3-031-08974-9 (eBook)
https://doi.org/10.1007/978-3-031-08974-9
©SpringerNatureSwitzerlandAG2022
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Preface
We are very pleased to present you with the proceedings of the 19th International
ConferenceonInformationProcessingandManagementofUncertaintyinKnowledge-
Based Systems (IPMU 2022). The conference was held during July 11–15, 2022, in
Milan, Italy. The IPMU conference is organized every two years with the aim of
bringingtogetherscientistsworkingonmethodsforthemanagementofuncertaintyand
aggregationofinformationinintelligentsystems.Since1986,theIPMUconferencehas
beenprovidingaforumfortheexchangeofideasbetweentheoreticiansandpractitioners
workingintheseareasandrelatedfields.
Following the IPMU tradition, the Kampé de Fériet Award for outstanding
contributionstothefieldofuncertaintyandmanagementofuncertaintywaspresented.
PastwinnersofthisprestigiousawardareLotfiA.Zadeh(1992),IlyaPrigogine(1994),
ToshiroTerano(1996),KennethArrow(1998),RichardJeffrey(2000),ArthurDempster
(2002), Janos Aczel (2004), Daniel Kahneman (2006), Enric Trillas (2008), James
Bezdek(2010),MichioSugeno(2012),VladimirN.Vapnik(2014),JosephY.Halpern
(2016), Glenn Shafer (2018) and Barbara Tversky (2020). In this 2022 edition, the
awardwasgiventoTomasoPoggioforhisinterdiciplinaryworkonhumanandmachine
intelligenceandhisfundamentalresearchincomputationalneuroscience,inparticular
concerningthecomputationalanalysisofvisionandlearning.
TheprogramincludedthekeynotetalkofTomasoPoggio,asrecipientoftheKampé
deFerietAward,andkeynotetalksbyCesarHidalgo(ArtificialandNaturalIntelligence
Toulouse Institute, France), Marianne Huchard (Laboratory of Informatics, Robotics,
andMicroelectronics,France)andAndrzejSkowron(UniversityofWarsaw,Poland).
Tocelebratethe40thanniversaryoftheseminalpaper“RoughSets”byZ.Pawlak,a
panelsessiononroughsetswasorganized.Thepanelsessionwitnessedtheparticipation
and discussion of renowned researchers on rough sets, including Salvatore Greco,
Ernestina Menasalvas, and Andrzej Skowron, to whom we are grateful for their
contribution. The participants shared their memories and experiences related torough
set-based decision making, applications of rough set approximations, and rough set
contributionstomachinelearning,emphasizingthestrongpointsofroughsetsandthe
waysofusingtheminhybridsolutions.
TheIPMU2022programconsistedof14specialsessionsand124papersauthoredby
researchersfrom38differentcountries.Theconferencefollowedasingle-blindreview
process, respecting the usual conflict-of-interest standards. All submitted papers were
judgedbyatleasttworeviewersandinmostcasesbythreeormore–evenuptofive–
referees.Furthermore,allthepaperswereexaminedbytheprogramchairs.Asaresultof
thereviewingprocess,124submissionswereacceptedasfullpapers,whichareincluded
inthetwovolumesoftheproceedings.
The organization of the IPMU 2022 conference was possible with the assistance,
dedication, and support of many people and institutions. We are particularly thankful
totheorganizersofspecialsessions.Suchsessions,dedicatedtoavarietyoftopicsand
organizedbyexperts,havealwaysbeenacharacteristicfeatureofIPMUconferences.We
vi Preface
wouldliketopassonourspecialthankstoCéliaDaCostaPereira,whohelpedevaluate
allspecialsessionproposals.WewouldliketoacknowledgeallmembersoftheIPMU
2022ProgramCommittee,aswellastheadditionalreviewerswhoplayedanessential
roleinthereviewingprocess,ensuringahigh-qualityconference.Thankyouverymuch
forallyourworkandefforts.Wegratefullyacknowledgethetechnicalco-sponsorship
of the IEEE Computational Intelligence Society and the European Society for Fuzzy
LogicandTechnology(EUSFLAT).
WealsoacknowledgethesupportreceivedfromtheUniversityofMilano-Bicocca,
and in particular from the Department of Information, Systems and Communications;
from the Springer team who managed the publication of these proceedings; and from
the EasyChair platform used to handle submissions and the review process. Our very
specialandgreatestgratitudegoestotheauthorswhosubmittedtheresultsoftheirwork
andpresentedthemattheconference.Withoutyouthisconferencewouldnottakeplace.
Thankyou!
Wehopethattheseproceedingsprovidethereaderswithmultipleideasleadingto
numerous research activities, significant publications, and intriguing presentations at
futureIPMUconferences.
July2022 DavideCiucci
InésCouso
JesúsMedina
DominikS´le˛zak
DavidePetturiti
BernadetteBouchon-Meunier
RonaldR.Yager
Organization
GeneralChair
DavideCiucci UniversityofMilano-Bicocca,Italy
ProgramChairs
InésCouso UniversityofOviedo,Spain
JesúsMedina UniversityofCádiz,Spain
DominikS´le˛zak UniversityofWarsaw,Poland
ExecutiveDirectors
BernadetteBouchon-Meunier LIP6,CNRS,France
RonaldR.Yager IonaCollege,USA
SpecialSessionChair
CéliadaCostaPereira UniversitéCôted’Azur,France
PublicationChair
DavidePetturiti UniversityofPerugia,Italy
VirtualConferenceChair
RafaelPeñaloza UniversityofMilano-Bicocca,Italy
WebChair
MarcoViviani UniversityofMilano-Bicocca,Italy
InternationalAdvisoryBoard
JoaoPauloCarvalho InstitutoSuperiorTecnico/INESC-ID,Portugal
GiulianellaColetti UniversityofPerugia,Italy
MiguelDelgado UniversityofGranada,Spain
MarioFedrizzi UniversityofTrento,Italy
LaurentFoulloy UniversitédeSavoie,France
viii Organization
SalvatoreGreco UniversityofCatania,Italy
JulioGutiérrez-Ríos UniversidadPolitécnicadeMadrid,Spain
EykeHüllermeier PaderbornUniversity,Germany
UzayKaymak EindhovenUniversityofTechnology,
TheNetherlands
AnneLaurent UniversityofMontpellier,France
Marie-JeanneLesot UniversitePierreetMarieCurie-Paris6,France
LuisMagdalena UniversidadPolitécnicadeMadrid,Spain
ChristopheMarsala UniversitePierreetMarieCurie-Paris6,France
BenedettoMatarazzo UniversityofCatania,Italy
JesúsMedina UniversityofCádiz,Spain
ManuelOjeda-Aciego UniversityofMalaga,Spain
MariaRifqi LEMMA,UniversitéPanthéon-Assas,France
LorenzoSaitta UniversitàdelPiemonteOrientale,Italy
OlivierStrauss UniversitédeMontpellier,France
EnricTrillas UniversidadPolitécnicadeMadrid,Spain
LlorençValverde UniversitatdelesIllesBalears,Spain
JoséLuisVerdegay UniversityofGranada,Spain
MaríaAmparoVila UniversityofGranada,Spain
ProgramCommittee
MichałBaczyn´ski UniversityofSilesiainKatowice,Poland
GlebBeliakov DeakinUniversity,Australia
VaishakBelle UniversityofEdinburgh,UK
RafaelBello UniversidadCentral“MartaAbreu”delasVillas,
Cuba
RadimBeˇlohlávek PalackyUniversityOlomouc,CzechRepublic
SalemBenferhat CNRS,Universitéd’Artois,France
IsabelleBloch LTCI,TélécomParis,France
UlrichBodenhofer UniversityofAppliedSciencesUpperAustria,
Austria
HumbertoBustince UPNA,Spain
JoaoPauloCarvalho InstitutoSuperiorTecnico/INESC-ID,Portugal
GiulianellaColetti UniversityofPerugia,Italy
AnaColubi UniversityofOviedo,Spain
MaríaEugeniaCornejoPiñero UniversidaddeCádiz,Spain
ChrisCornelis GhentUniversity,Belgium
KeeleyCrockett ManchesterMetropolitanUniversity,UK
BernardDeBaets GhentUniversity,Belgium
GuyDeTre GhentUniversity,Belgium
SébastienDestercke CNRS,UniversitédeTechnologiedeCompiègne,
France
Organization ix
AntonioDiNola UniversityofSalerno,Italy
DidierDubois IRIT-CNRS,France
SylvieGalichet LISTIC,UniversitédeSavoie,France
LluisGodo ArtificialIntelligenceResearchInstitute,
IIIA-CSIC,Spain
FernandoGomide UniversityofCampinas,Brazil
GilGonzález-Rodríguez UniversityofOviedo,Spain
PrzemysławGrzegorzewski PolishAcademyofSciences,Poland
JanuszKacprzyk SystemsResearchInstitute,PolishAcademyof
Sciences,Poland
UzayKaymak EindhovenUniversityofTechnology,
TheNetherlands
JimKeller UniversityofMissouri,USA
FrankKlawonn OstfaliaUniversityofAppliedSciences,Germany
ErichPeterKlement JohannesKeplerUniversityLinz,Austria
LászloT.Kóczy BudapestUniversityofTechnologyand
Economics,Hungary
VladikKreinovich UniversityofTexasatElPaso,USA
TomasKroupa CTUinPrague,CzechRepublic
RudolfKruse OVGUMagdeburg,Germany
ChristopheLabreuche ThalesR&T,France
JérômeLang CNRS,UniversitéParis-Dauphine,France
AnneLaurent UniversityofMontpellier,France
Marie-JeanneLesot UniversitePierreetMarieCurie-Paris6,France
WeldonLodwick UniversityofColoradoatDenver,USA
LuisMagdalena UniversidadPolitécnicadeMadrid,Spain
ChristopheMarsala UniversitePierreetMarieCurie-Paris6,France
TrevorMartin UniversityofBristol,UK
SebastiàMassanet UniversityoftheBalearicIslands,Spain
GillesMauris UniversitédeSavoie,France
JerryMendel UniversityofSouthernCalifornia,USA
RadkoMesiar STUBratislava,Slovakia
EnriqueMiranda UniversityofOviedo,Spain
JavierMontero UniversidadComplutensedeMadrid,Spain
SusanaMontes UniversityofOviedo,Spain
JackyMontmain ÉcoledesMinesd’Alès,France
SerafínMoral UniversityofGranada,Spain
ZbigniewNahorski PolishAcademyofSciences,Poland
VilémNovák UniversityofOstrava,CzechRepublic
ManuelOjeda-Aciego UniversityofMalaga,Spain
EndrePap SingidunumUniversity,Serbia
GabriellaPasi UniversitàdegliStudidiMilano-Bicocca,Italy
x Organization
IrinaPerfilieva UniversityofOstrava,CzechRepublic
FredPetry NavalResearchLab,USA
VincenzoPiuri UniversityofMilan,Italy
OlivierPivert IRISA-ENSSAT,France
HenriPrade IRIT-CNRS,France
AncaRalescu UniversityofCincinnati,USA
MohammedRamdani HassanIIUniversityofCasablanca,Morocco
EloísaRamírez-Poussa UniversidaddeCádiz,Spain
MarekReformat UniversityofAlberta,Canada
AdrienRevaultd’Allonnes LIASD,France
MariaRifqi LEMMA,UniversitéPanthéon-Assas,France
ThomasA.Runkler SiemensCorporateTechnology,Germany
DanielSánchez UniversityofGranada,Spain
MikaSato-Ilic UniversityofTsukuba,Japan
RomanSłowin´ski Poznan´ UniversityofTechnology,Poland
GrégorySmits IRISA/UniversityofRennes1,France
JoaoSousa IST,UniversityofLisbon,Portugal
MartinŠteˇpnicˇka UniversityofOstrava,CzechRepublic
UmbertoStraccia ISTI-CNR,Italy
EulaliaSzmidt SystemsResearchInstitute,PolishAcademyof
Sciences,Poland
MarcoElioTabacchi UniversityofPalermo,Italy
AndrejaTepavcˇevic´ UniversityofNoviSad,Serbia
SettimoTermini UniversityofPalermo,Italy
VicençTorra UniversityofSkövde,Sweden
BarbaraVantaggi SapienzaUniversitàdiRoma,Italy
MarleyVellasco PontificalCatholicUniversityofRiodeJaneiro,
Brazil
JoséLuisVerdegay UniversityofGranada,Spain
ThomasVetterlein JohannesKeplerUniversityLinz,Austria
SusanaVieira UniversidadedeLisboa,Portugal
QiangWei StateKeyLaboratoryofMathematical
EngineeringandAdvancedComputing,China
SławomirZadroz˙ny SystemsResearchInstitute,PolishAcademyof
Sciences,Poland
SpecialSessionOrganizers
StefanoAguzzoli UniversityofMilan,Italy
MichałBaczyn´ski UniversityofSilesiainKatowice,Poland
ValerioBasile UniversityofTurin,Italy
SalemBenferhat CNRS,Universitéd’Artois,France
MatteoBianchi UniversityofMilan,Italy