{"id":"https://openalex.org/W3118489261","doi":"https://doi.org/10.1109/ssci47803.2020.9308331","title":"Towards a Data-Driven Fuzzy-Geospatial Pandemic Modelling","display_name":"Towards a Data-Driven Fuzzy-Geospatial Pandemic Modelling","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3118489261","doi":"https://doi.org/10.1109/ssci47803.2020.9308331","mag":"3118489261"},"language":"en","primary_location":{"id":"doi:10.1109/ssci47803.2020.9308331","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ssci47803.2020.9308331","pdf_url":"https://ieeexplore.ieee.org/ielx7/9308061/9308107/09308331.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/9308061/9308107/09308331.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045353652","display_name":"Amir Pourabdollah","orcid":"https://orcid.org/0000-0001-7737-1393"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amir Pourabdollah","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006193695","display_name":"Ahmad Lotfi","orcid":"https://orcid.org/0000-0002-5139-6565"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmad Lotfi","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK","institution_ids":["https://openalex.org/I52590639"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I52590639"],"apc_list":null,"apc_paid":null,"fwci":0.1643,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39062264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"2","issue":null,"first_page":"521","last_page":"526"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.944100022315979,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9419000148773193,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.8386117815971375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6559826135635376},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.647549033164978},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5857846140861511},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.5651700496673584},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.49519744515419006},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4667627513408661},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4600427448749542},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40396979451179504},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3963697850704193},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3461729884147644},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.3433847427368164},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22417786717414856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22289320826530457},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13379883766174316},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.11539185047149658},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10526731610298157}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8386117815971375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6559826135635376},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.647549033164978},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5857846140861511},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.5651700496673584},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.49519744515419006},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4667627513408661},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4600427448749542},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40396979451179504},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3963697850704193},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3461729884147644},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.3433847427368164},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22417786717414856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22289320826530457},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13379883766174316},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.11539185047149658},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10526731610298157},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssci47803.2020.9308331","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ssci47803.2020.9308331","pdf_url":"https://ieeexplore.ieee.org/ielx7/9308061/9308107/09308331.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:irep.ntu.ac.uk:42012","is_oa":false,"landing_page_url":"http://irep.ntu.ac.uk/id/eprint/42012/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":{"id":"doi:10.1109/ssci47803.2020.9308331","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ssci47803.2020.9308331","pdf_url":"https://ieeexplore.ieee.org/ielx7/9308061/9308107/09308331.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3118489261.pdf","grobid_xml":"https://content.openalex.org/works/W3118489261.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W56882019","https://openalex.org/W316454135","https://openalex.org/W564030374","https://openalex.org/W1751588040","https://openalex.org/W1971783365","https://openalex.org/W1979965074","https://openalex.org/W2050288270","https://openalex.org/W2076889106","https://openalex.org/W2343528125","https://openalex.org/W2742289349","https://openalex.org/W2746378176","https://openalex.org/W2769719363","https://openalex.org/W2885360206","https://openalex.org/W2885890081","https://openalex.org/W2955043778","https://openalex.org/W3009041394","https://openalex.org/W4237544082","https://openalex.org/W4247836593","https://openalex.org/W4254931243","https://openalex.org/W6742474636","https://openalex.org/W6819423993"],"related_works":["https://openalex.org/W4367313141","https://openalex.org/W2004086023","https://openalex.org/W2733999579","https://openalex.org/W2110217573","https://openalex.org/W4283374591","https://openalex.org/W2910751785","https://openalex.org/W4390100400","https://openalex.org/W4362512700","https://openalex.org/W4366547507","https://openalex.org/W2074396925"],"abstract_inverted_index":{"The":[0],"current":[1,76],"Covid-19":[2],"worldwide":[3,121],"outbreak":[4],"has":[5],"many":[6],"lessons":[7],"to":[8,114,124,127],"be":[9,115,125,145],"learned":[10],"for":[11,19],"the":[12,17,45,52,66,72,75,118,129,137,141,156,159],"future.":[13],"One":[14],"area":[15],"is":[16,56],"need":[18],"more":[20],"powerful":[21],"computational":[22],"models":[23],"that":[24],"can":[25,144],"support":[26,151],"making":[27],"better":[28],"decisions":[29],"in":[30,85,154,158],"controlling":[31,134,155],"future":[32,160],"possible":[33],"outbreaks,":[34],"particularly":[35],"when":[36],"being":[37,48,96],"made":[38],"under":[39],"uncertainties":[40,87],"and":[41,88,123],"imperfections.":[42],"Motivated":[43],"by":[44,100,117],"rich":[46],"data":[47],"daily":[49],"generated":[50],"during":[51],"pandemic,":[53],"our":[54],"focus":[55],"on":[57,65,136],"developing":[58],"a":[59,81,110],"data-driven":[60],"model,":[61],"not":[62],"primarily":[63],"relying":[64],"mathematical":[67],"epidemiology":[68],"techniques.":[69],"By":[70],"investigating":[71],"implications":[73],"of":[74,91,94,131,140],"pandemic":[77,120,157],"data,":[78,92,122],"we":[79,108],"propose":[80],"fuzzy-geospatial":[82],"modelling":[83],"approach,":[84],"which":[86,95],"linguistic":[89],"descriptions":[90],"some":[93],"geo-referenced,":[97],"are":[98],"handled":[99],"non-singleton":[101],"fuzzy":[102],"logic":[103],"systems.":[104],"In":[105],"this":[106],"paper,":[107],"outlining":[109],"conceptual":[111],"model":[112],"designed":[113],"trained":[116],"available":[119],"used":[126],"simulate":[128],"effect":[130],"an":[132,148],"enforced":[133],"measure":[135],"geographical":[138],"extent":[139],"infection.":[142],"This":[143],"considered":[146],"as":[147],"uncertain":[149],"decision":[150],"systems":[152],"(UDSS)":[153],"outbreaks.":[161]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
