{"id":"https://openalex.org/W3125347178","doi":"https://doi.org/10.1109/tla.2021.9451250","title":"Clustering Proposal Support for the COVID-19 Making Decision Process in a Data Demanding Scenario","display_name":"Clustering Proposal Support for the COVID-19 Making Decision Process in a Data Demanding Scenario","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3125347178","doi":"https://doi.org/10.1109/tla.2021.9451250","mag":"3125347178"},"language":"en","primary_location":{"id":"doi:10.1109/tla.2021.9451250","doi":"https://doi.org/10.1109/tla.2021.9451250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tla.2021.9451250","pdf_url":null,"source":{"id":"https://openalex.org/S86124554","display_name":"IEEE Latin America Transactions","issn_l":"1548-0992","issn":["1548-0992"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Latin America Transactions","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorio.escuelaing.edu.co/handle/001/1422","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022419670","display_name":"\u00c1lvaro D. Orjuela-Ca\u00f1\u00f3n","orcid":"https://orcid.org/0000-0002-2057-7603","observed_orcids":["https://orcid.org/0000-0002-2057-7603"]},"institutions":[{"id":"https://openalex.org/I90803817","display_name":"Universidad del Rosario","ror":"https://ror.org/0108mwc04","country_code":"CO","type":"education","lineage":["https://openalex.org/I90803817"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Alvaro David Orjuela-Ca\u00f1on","raw_affiliation_strings":["School of Medicine and Health Sciences, Universidad del Rosario","School of Medicine and Health Sciences, Universidad del Rosario, CO"],"raw_orcid":"https://orcid.org/0000-0002-2057-7603","affiliations":[{"raw_affiliation_string":"School of Medicine and Health Sciences, Universidad del Rosario","institution_ids":["https://openalex.org/I90803817"]},{"raw_affiliation_string":"School of Medicine and Health Sciences, Universidad del Rosario, CO","institution_ids":["https://openalex.org/I90803817"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005810439","display_name":"Oscar Perd\u00f3mo","orcid":"https://orcid.org/0000-0001-9493-2324","observed_orcids":["https://orcid.org/0000-0001-9493-2324"]},"institutions":[{"id":"https://openalex.org/I90803817","display_name":"Universidad del Rosario","ror":"https://ror.org/0108mwc04","country_code":"CO","type":"education","lineage":["https://openalex.org/I90803817"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Oscar Perdomo","raw_affiliation_strings":["School of Medicine and Health Sciences, Universidad del Rosario","School of Medicine and Health Sciences, Universidad del Rosario, CO"],"raw_orcid":"https://orcid.org/0000-0001-9493-2324","affiliations":[{"raw_affiliation_string":"School of Medicine and Health Sciences, Universidad del Rosario","institution_ids":["https://openalex.org/I90803817"]},{"raw_affiliation_string":"School of Medicine and Health Sciences, Universidad del Rosario, CO","institution_ids":["https://openalex.org/I90803817"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I90803817"],"apc_list":null,"apc_paid":null,"fwci":0.5376,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.62066215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"19","issue":"6","first_page":"1041","last_page":"1049"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.4629000127315521,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.4629000127315521,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.3109999895095825,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.01940000057220459,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.9620000123977661},{"id":"https://openalex.org/keywords/decision-support","display_name":"decision support","score":0.8700000047683716},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.7900000214576721},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9340000152587891},{"id":"https://openalex.org/keywords/data-scarcity","display_name":"data scarcity","score":0.6389999985694885},{"id":"https://openalex.org/keywords/bogota","display_name":"Bogot\u00e1","score":0.6869999766349792},{"id":"https://openalex.org/keywords/pandemic-response","display_name":"pandemic response","score":0.49300000071525574},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.6179999709129333},{"id":"https://openalex.org/keywords/visual-maps","display_name":"visual maps","score":0.4339999854564667}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6939106583595276},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.684668779373169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.655521035194397},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5292410850524902},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5211484432220459},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4920644164085388},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4863584637641907},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.45152583718299866},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.43956291675567627},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.43053823709487915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41315871477127075},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3888278603553772},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36499661207199097},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19144251942634583},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.14921048283576965},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.13582706451416016},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08568301796913147},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tla.2021.9451250","doi":"https://doi.org/10.1109/tla.2021.9451250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tla.2021.9451250","pdf_url":null,"source":{"id":"https://openalex.org/S86124554","display_name":"IEEE Latin America Transactions","issn_l":"1548-0992","issn":["1548-0992"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Latin America Transactions","raw_type":"journal-article"},{"id":"pmh:oai:repositorio.escuelaing.edu.co:001/1422","doi":null,"is_oa":true,"landing_page_url":"https://repositorio.escuelaing.edu.co/handle/001/1422","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"https://latamt.ieeer9.org/index.php/transactions/article/view/4403","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"mag:3205880946","doi":null,"is_oa":false,"landing_page_url":"https://repositorio.escuelaing.edu.co/handle/001/1422","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:repositorio.escuelaing.edu.co:001/1422","doi":null,"is_oa":true,"landing_page_url":"https://repositorio.escuelaing.edu.co/handle/001/1422","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"https://latamt.ieeer9.org/index.php/transactions/article/view/4403","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.4000000059604645,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1128809682","https://openalex.org/W1493790738","https://openalex.org/W1569512666","https://openalex.org/W1987971958","https://openalex.org/W1990643970","https://openalex.org/W2012611887","https://openalex.org/W2024992649","https://openalex.org/W2035569485","https://openalex.org/W2039164131","https://openalex.org/W2051224630","https://openalex.org/W2056348880","https://openalex.org/W2080844344","https://openalex.org/W2099007659","https://openalex.org/W2126528080","https://openalex.org/W2151345721","https://openalex.org/W2161160262","https://openalex.org/W2302649842","https://openalex.org/W2397427658","https://openalex.org/W2496157906","https://openalex.org/W2520303620","https://openalex.org/W2586593961","https://openalex.org/W2664267452","https://openalex.org/W2734942119","https://openalex.org/W2768488789","https://openalex.org/W2783239958","https://openalex.org/W2791256869","https://openalex.org/W2805089815","https://openalex.org/W2913066018","https://openalex.org/W2971510218","https://openalex.org/W2999729612","https://openalex.org/W3002108456","https://openalex.org/W3004775012","https://openalex.org/W3014524604","https://openalex.org/W3014680059","https://openalex.org/W3015671971","https://openalex.org/W3016586571","https://openalex.org/W3017330241","https://openalex.org/W3017730472","https://openalex.org/W3021429961","https://openalex.org/W3023618360","https://openalex.org/W3039347467","https://openalex.org/W3039563778","https://openalex.org/W3039828206","https://openalex.org/W3042081405","https://openalex.org/W3043390276","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3139838072","https://openalex.org/W3041410679","https://openalex.org/W7049109656","https://openalex.org/W3134918173","https://openalex.org/W3167791451","https://openalex.org/W3107239933","https://openalex.org/W3093591810","https://openalex.org/W4287752647","https://openalex.org/W4303022574","https://openalex.org/W4366165304"],"abstract_inverted_index":{"The":[0,106],"COVID-19":[1],"disease":[2],"surprised":[3],"the":[4,7,12,26,31,47,80,84,117],"world":[5],"in":[6,21,44,61,83,96],"last":[8],"months":[9],"due":[10],"to":[11,55,68,78],"number":[13],"of":[14],"infections":[15],"and":[16,66,87,100],"deaths":[17],"have":[18,37],"been":[19,38],"increased":[20],"an":[22],"exponential":[23],"way.":[24],"Since":[25],"pandemic":[27],"was":[28],"established":[29],"by":[30],"World":[32],"Health":[33],"Organization,":[34],"different":[35],"strategies":[36],"proposed":[39],"for":[40,116],"dealing":[41],"diverse":[42],"problems":[43],"cities":[45],"that":[46,91],"coronavirus":[48],"affected.":[49],"This":[50],"work":[51],"presents":[52],"a":[53,89,97,103],"method":[54],"decision":[56],"making":[57],"support":[58],"processes,":[59],"specifically":[60],"environment":[62],"with":[63],"few":[64],"data":[65],"variables":[67],"be":[69],"considered.":[70],"Thus,":[71],"artificial":[72],"neural":[73],"networks":[74],"architectures":[75],"were":[76],"employed":[77],"cluster":[79],"information":[81],"available":[82],"Bogota":[85],"city,":[86],"provide":[88],"tool":[90],"allows":[92],"generating":[93],"additional":[94],"findings":[95],"simultaneous":[98],"mode,":[99],"expressed":[101],"as":[102],"visual":[104],"map.":[105],"present":[107],"proposal":[108],"reached":[109],"sensitivity":[110],"measures":[111],"around":[112],"75%,":[113],"obtaining":[114],"100%":[115],"best":[118],"cases.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-02-01T00:00:00"}
