Applied Intelligence and Informatics: Second International Conference, AII 2022, Reggio Calabria, Italy, September 1–3, 2022, Proceedings

535 Pages·2023·45.535 MB·English

by  Mufti Mahmud, Cosimo Ieracitano, M. Shamim Kaiser, Nadia Mammone, Francesco Carlo Morabito

Mufti Mahmud · Cosimo Ieracitano ·
M. Shamim Kaiser · Nadia Mammone ·
Francesco Carlo Morabito (Eds.)
Communications in Computer and Information Science 1724
Applied Intelligence
and Informatics
Second International Conference, AII 2022
Reggio Calabria, Italy, September 1–3, 2022
Proceedings
Communications
in Computer and Information Science 1724
EditorialBoardMembers
JoaquimFilipe
PolytechnicInstituteofSetúbal,Setúbal,Portugal
AshishGhosh
IndianStatisticalInstitute,Kolkata,India
RaquelOliveiraPrates
FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil
LizhuZhou
TsinghuaUniversity,Beijing,China
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899
· ·
Mufti Mahmud Cosimo Ieracitano
· ·
M. Shamim Kaiser Nadia Mammone
Francesco Carlo Morabito (Eds.)
Applied Intelligence
and Informatics
Second International Conference, AII 2022
Reggio Calabria, Italy, September 1–3, 2022
Proceedings
Editors
MuftiMahmud CosimoIeracitano
NottinghamTrentUniversity UniversityMediterraneaofReggioCalabria
Nottingham,UK ReggioCalabria,Italy
M.ShamimKaiser NadiaMammone
JahangirnagarUniversity UniversityMediterraneaofReggioCalabria
Dhaka,Bangladesh ReggioCalabria,Italy
FrancescoCarloMorabito
UniversityMediterraneaofReggioCalabria
ReggioCalabria,Italy
ISSN 1865-0929 ISSN 1865-0937 (electronic)
CommunicationsinComputerandInformationScience
ISBN 978-3-031-24800-9 ISBN 978-3-031-24801-6 (eBook)
https://doi.org/10.1007/978-3-031-24801-6
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Preface
Theterm‘Intelligence’referstothecapacityforacquiringandstoringinformationand
then converting the information into knowledge towards adaptive behaviours within
anenvironmentorcontext.Cognitiveabilitiesincludethingsliketheabilitytoreason,
understand,learn,understandone’semotions,plan,becreative,solveproblems,andbe
self-aware.Ontheotherhand,‘Informatics’isthestudyofboththenaturalandartificial
worlds, including their structure, behaviour, and connections with one another. When
intelligenceandinformaticsarecombined,themostchallengingproblemsintherealms
ofresearch, engineering, practical manufacturing, military,management, government,
andindustrycanbesolved.
The2ndInternationalConferenceonAppliedIntelligenceandInformatics(AII2022)
provides a premier international forum to bring together researchers and practitioners
fromdiversedomainsforthesharingofcutting-edgeresearchresultsobtainedthrough
theapplicationofintelligenceand/orinformaticstosolveproblemsthatotherwisewould
nothavebeenpossibletosolve.AII2022alsofosterstheexchangeanddisseminationof
innovativeandpracticaldevelopmentofmethodologiesandtechnologieswithreal-life
applications.
TheconceptoftheAIIconferenceserieswasconceivedintheyear2021whenthe
wholeworldwascombatingthevariouswavesandvariantsoftheCoronavirusdisease
(COVID-19). During that extremely challenging time, everyone, especially scientists
andresearchersfromalldisciplineswantedtocontributeintheirownwaystothiswar
againstCOVID-19.Whencitiesandcountriesweregettinglockeddown,universitiesand
researchlabswereevacuatedtostoptheaggressivespreadofthedisease,computational
scientistsandresearcherscontributedsignificantlybydevelopingdifferentmethodsof
detectinganddiagnosingthedisease,buildingmodelstostopitsspreadandfacilitating
thedevelopmentofthevaccine.However,mostofthesemethodswhichweredeveloped
and published to fight the pandemic remained proprietary and had limited access for
others to reproduce the results. Realising this, a set of committed academics felt the
needforadedicatedavenuetodiscussthe‘ReproducibilityofResearchResults’through
sharingthemethodsandthedatasets.TheAIIconferenceserieswasbornwithakeen
focus on the applications of ‘Artificial Intelligence’ and ‘Informatics’ not only in the
fieldofhealthcarebutalsoinallwalksoflife.
AfterthefirsteditionofAIIwhichwasplannedtobeheldinNottingham,UKbut
eventually took place virtually due to the COVID-19 restrictions, the second edition
(AII2022)hasbeensuccessfullyheldatReggioCalabria,Italy.Ithasbroughttogether
around100academics,scientists,researchers,andindustrialistsfromalmostallconti-
nents.WiththewarmandgeneroushospitalityoftheMediterraneaUniversityofReggio
Calabria(UNIRC),ReggioCalabria,Italy,theconferencewassupportedbytheUNIRC,
theAppliedIntelligenceandInformatics(AII)laboratory,laSocietàItalianaRetiNeu-
roniche(SIREN),theWebIntelligenceConsortium(WIC),theNottinghamTrentUni-
versity(NTU),theInternationalNeuralNetworkSociety(INNS),andtheInternational
AcademicCommunicationCentre(IRNet).
vi Preface
As usual, the theme of AII2022 was “Fostering the Reproducibility of Research
Results.”Thegoalwastoseehowbestwecanpromoteopenmethodologicalcontribu-
tionstoreproducethescientificresultspresentedintheliterature.TheAII2022addressed
broad perspectives on applied research to facilitate the reproduction of results. These
papers provide a good sample of state-of-the-art research advances on applications of
artificialintelligenceandinformaticsindiversefieldsanddisciplines.Theselectedpapers
coverfourmajortracks:(1)Track1:EmergingApplicationsofAIandInformatics,(2)
Track2:ApplicationofAIandInformaticsinHealthcare,(3)Track3:ApplicationofAI
andInformaticsinPatternRecognition,(4)Track4:ApplicationofAIandInformatics
inNetwork,Security,andAnalytics.
ThesefourtracksoftheAII2022conferenceattracted108submissionsfrom20coun-
tries. The submitted papers underwent a single-blind review process, soliciting expert
opinionsfromatleastthreeexperts:atleasttwoindependenttopicexpertsasreviewers
andthehandlingtrackchair.Aftertherigorousreviewreportsfromthereviewersandthe
trackchairs,therespectivepapersand,finally,38fullpaperswithauthorsrepresenting
17countries,wereacceptedforpresentationattheconference.Therefore,thisvolume
oftheAII2022conferenceproceedingscontainsthose38paperswhichwerepresented
attheconferenceinReggioCalabria,Italy.
WewouldliketoexpressourgratitudetoallAII2022conferencecommitteemembers
for their instrumental and unwavering support. AII2022 had a very exciting program
which would not have been possible without the generous dedication of the Program
Committeemembersinreviewingtheconferencepapers.AII2022couldnothavetaken
placewithoutthegreatteameffortsandthegeneroussupportfromoursponsors.
Wewouldespeciallyliketoexpressoursincereappreciationtoourkindsponsors,
including Springer-Nature and Springer CCIS team. Our gratitude to UNIRC and AII
labforsponsoring10authorregistrationswhichwereselectedbasedonthequalityof
thesubmittedpapersandtheirneedforfinancialsupport.
WearegratefultothewholeCCISteamfromSpringer-Naturefortheircontinuous
supportincoordinatingthepublicationofthisvolume.
Lastbutnottheleast,wethankallourcontributorsandvolunteersfortheirsupport
tomakeAII2022agrandsuccess.
October2022 MuftiMahmud
CosimoIeracitano
M.ShamimKaiser
NadiaMammone
FrancescoCarloMorabito
Organization
ConferenceChairs
CosimoIeracitano UniversityMediterraneaofReggioCalabria,Italy
MuftiMahmud NottinghamTrentUniversity,UK
HonoraryChairs
HojjatAdeli OhioStateUniversity,USA
AmirHussain EdinburghNapierUniversity,UK
NikolaKasabov AucklandUniversityofTechnology,NewZealand
FrancescoC.Morabito UniversityMediterraneaofReggioCalabria,Italy
ProgramChairs
AnnaEsposito UniversitàdellaCampania“LuigiVanvitelli”,Italy
M.ShamimKaiser JahangirnagarUniversity,Bangladesh
NadiaMammone UniversityMediterraneaofReggioCalabria,Italy
NingZhong MaebashiInstituteofTechnology,Japan
TrackChairs
TingwenHuang TexasA&MUniversity,Qatar
JoarderKamruzzaman FederationUniversity,Australia
GianlucaLax UniversityMediterraneaofReggioCalabria,Italy
M.Murugappan KuwaitCollegeofScience&Technology,Kuwait
NelishiaPillay UniversityofPretoria,SouthAfrica
GuiseppeMariaSarne UniversityBicoccaofMilan,Italy
DomenicoUrsino UniversitaPolitecnicadelleMarche,Italy
SalvatoreVitabile UniversityofPalermo,Italy
CompetitionChairs
NoushathShaffi CollegeofAppliedSciences,Oman
GennaroCordasco UniversitàdegliStudidellaCampania“Luigi
Vanvitelli”,Italy
StefanoMarrone UniversitàdellaCampania“LuigiVanvitelli”,Italy
viii Organization
SpecialSession,TutorialandWorkshopChairs
TianhuaChen UniversityofHuddersfield,UK
MassimilianoFerrara UniversityMediterraneaofReggioCalabria,Italy
GiancarloFortino UniversityofCalabria,Italy
AlessioMicheli UniversityofPisa,Italy
MassimoPanella UniversitySapienzaofRome,Italy
M.ArifurRahman NottinghamTrentUniversity,UK
DomenicoRosaci UniversityMediterraneaofReggioCalabria,Italy
MartaSavino Aubay,Italy
SimoneScardapane UniversitySapienzaofRome,Italy
LocalOrganisingChairs
CosimoIeracitano UniversityMediterraneaofReggioCalabria,Italy
NadiaMammone UniversityMediterraneaofReggioCalabria,Italy
FrancescoC.Morabito UniversityMediterraneaofReggioCalabria,Italy
MarioVersaci UniversityMediterraneaofReggioCalabria,Italy
PublicityChairs
AbzetdinAdamov ADAUniversity,Azerbaijan
ManjunathAradhya JSSScienceandTechnologyUniversity,India
NilanjanDey JSSUniversity,India
RamaniKannan UniversitiTeknologiPETRONAS,Malaysia
JuanP.Amezquita-Sanchez UniversidadAutonomadeQueretaro,Mexico
K.C.Santosh UniversityofSouthDakota,USA
StefanoSquartini UniversitàPolitecnicadelleMarche,Italy
ConferenceSecretaries
ShamimAlMamun JahangirnagarUniversity,Bangladesh
MicheleLoGiudice UniversityMediterraneaofReggioCalabria,Italy
Webmaster
MdAsifUrRahman PropertyProPlus,Australia
TechnicalProgramCommittee
AbzetdinAdamov ADAUniversity,Azerbaijan
HojjatAdeli TheOhioStateUniversity,USA
TawfikAl-Hadhrami NottinghamTrentUniversity,UK
Organization ix
ShamimAlMamun JahangirnagarUniversity,Bangladesh
MicheleAmbrosanio UniversitàdiNapoli“Parthenope”Italy
AlessiaAmelio UniversitàdegliStudi“G.d’Annunzio”Chieti–
Pescara,Italy
JuanP.Amezquita-Sanchez UniversidadAutonomadeQueretaro,Mexico
MarcoAppetito Aubay,Italy
ManjunathAradhya JSSS&TUniversity,India
SaifulAzad GreenUniversityofBangladesh,Bangladesh
HamedAzami UniversityofTorontoCanada
FrancescoBardozzo UniversityofSalerno,Italy
TizianaCiano UniversityMediterraneaofReggioCalabria,Italy
TianhuaChen UniversityofHuddersfield,UK
GennaroCordasco UniversitàdeglistudidellaCampaniaLuigi
Vanvitelli,Italy
M.AliAkberDewan AthabascaUniversity,Canada
NilanjanDey JISUniversity,India
KhooBeeEe UniversitiSainsMalaysia,Malaysia
AnnaEsposito UniversityofCampania,LuigiVanvitell,Italy
MarcosFaundez-Zanuy EscolaSuperiorPolitècnicaTecnocampus,Spain
MassimilianoFerrara UniversityMediterraneaofReggioCalabria,Italy
GiancarloFortino UniversityofCalabria,Italy
FabioFrustaci UniversityofCalabria,Italy
HamidoFujita IwatePrefecturalUniversity,Japan
AntonioGuerrieri UniversityofCalabria,Italy
AntonellaGuzzo UniversityofCalabria,Italy
MarziaHoqueTania UniversityofOxford,UK
A.B.M.AowladHossain KUET,Bangladesh
TingwenHuang TexasA&MUniversity,Qatar
AmirHussain EdinburghNapierUniversity,UK
MicheleIanni UniversityofCalabria,Italy
CosimoIeracitano UniversityMediterraneaofReggioCalabria,Italy
KhanIftekharuddin OldDominionUniversity,USA
S.M.RiazulIslam SejongUniversity,SouthKorea
SharifulIslam DeakinUniversity,Australia
M.ShamimKaiser JahangirnagarUniversity,Bangladesh
OmprakashKaiwartya NottinghamTrentUniversity,UK
JoarderKamruzzaman JoarderKamruzzaman,Australia
RamaniKannan UniversitiTeknologiPETRONAS,Malaysia
NikolaKasabov AucklandUniversityofTechnology,NewZealand
GianlucaLax UniversityMediterraneaofReggioCalabria,Italy
MicheleLoGiudice UniversityMediterraneaofReggioCalabria,Italy
MuftiMahmud NottinghamTrentUniversity,UK