{"id":"https://openalex.org/W2802931237","doi":"https://doi.org/10.1109/access.2018.2828652","title":"Predicting the Urgency Demand of COPD Patients From Environmental Sensors Within Smart Cities With High-Environmental Sensitivity","display_name":"Predicting the Urgency Demand of COPD Patients From Environmental Sensors Within Smart Cities With High-Environmental Sensitivity","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2802931237","doi":"https://doi.org/10.1109/access.2018.2828652","mag":"2802931237"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2828652","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2828652","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2828652","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035808386","display_name":"Javier Medina-Quero","orcid":"https://orcid.org/0000-0002-8577-8772"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Javier Medina Quero","raw_affiliation_strings":["Department of Computer Science, University of Ja\u00e9n, Campus Las Lagunillas, Ja\u00e9n, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Ja\u00e9n, Campus Las Lagunillas, Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029520486","display_name":"Miguel \u00c1ngel L\u00f3pez Medina","orcid":"https://orcid.org/0000-0003-3274-4883"},"institutions":[{"id":"https://openalex.org/I158283456","display_name":"Andalusian Health Service","ror":"https://ror.org/03q4c3e69","country_code":"ES","type":"funder","lineage":["https://openalex.org/I158283456"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Angel Lopez Medina","raw_affiliation_strings":["Council of Health, Andalusian Health Service, Sevilla, Spain"],"affiliations":[{"raw_affiliation_string":"Council of Health, Andalusian Health Service, Sevilla, Spain","institution_ids":["https://openalex.org/I158283456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073657163","display_name":"Alberto Salguero","orcid":"https://orcid.org/0000-0001-9221-7351"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Salguero Hidalgo","raw_affiliation_strings":["Department of Computer Science, University of C\u00e1diz, C\u00e1diz, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of C\u00e1diz, C\u00e1diz, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016384154","display_name":"Macarena Espinilla","orcid":"https://orcid.org/0000-0003-1118-7782"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Macarena Espinilla","raw_affiliation_strings":["Department of Computer Science, University of Ja\u00e9n, Campus Las Lagunillas, Ja\u00e9n, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Ja\u00e9n, Campus Las Lagunillas, Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035808386"],"corresponding_institution_ids":["https://openalex.org/I191420491"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.1738,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.75792033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"25081","last_page":"25089"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.6515395641326904},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6369673013687134},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.5672042369842529},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5366363525390625},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.46981361508369446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44322359561920166},{"id":"https://openalex.org/keywords/copd","display_name":"COPD","score":0.4343535304069519},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42299288511276245},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41653749346733093},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41003262996673584},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.26883435249328613},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26764529943466187},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13904917240142822}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6515395641326904},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6369673013687134},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.5672042369842529},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5366363525390625},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.46981361508369446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44322359561920166},{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.4343535304069519},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42299288511276245},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41653749346733093},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41003262996673584},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.26883435249328613},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26764529943466187},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13904917240142822},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2018.2828652","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2828652","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e92993b70332436cac5738a7e61f2c3c","is_oa":true,"landing_page_url":"https://doaj.org/article/e92993b70332436cac5738a7e61f2c3c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 25081-25089 (2018)","raw_type":"article"},{"id":"pmh:oai:www.repositoriosalud.es:10668/18966","is_oa":true,"landing_page_url":"http://hdl.handle.net/10668/18966","pdf_url":null,"source":{"id":"https://openalex.org/S4377196114","display_name":"RISalud Institutional Health Repository of Andaluc\u00eda","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"research article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2828652","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2828652","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W221888222","https://openalex.org/W984238443","https://openalex.org/W1495061682","https://openalex.org/W1574447377","https://openalex.org/W1576372842","https://openalex.org/W1663973292","https://openalex.org/W1836465849","https://openalex.org/W1898424075","https://openalex.org/W1941659294","https://openalex.org/W1968167049","https://openalex.org/W1969886913","https://openalex.org/W1975803059","https://openalex.org/W1978062397","https://openalex.org/W1979576577","https://openalex.org/W2003722051","https://openalex.org/W2017685137","https://openalex.org/W2039636725","https://openalex.org/W2039769151","https://openalex.org/W2044142111","https://openalex.org/W2049433728","https://openalex.org/W2051725773","https://openalex.org/W2057030458","https://openalex.org/W2059536960","https://openalex.org/W2064675550","https://openalex.org/W2077831833","https://openalex.org/W2089786637","https://openalex.org/W2095049909","https://openalex.org/W2104902995","https://openalex.org/W2106109087","https://openalex.org/W2107390469","https://openalex.org/W2115317848","https://openalex.org/W2118467648","https://openalex.org/W2121546856","https://openalex.org/W2125055259","https://openalex.org/W2130942839","https://openalex.org/W2132083787","https://openalex.org/W2148143831","https://openalex.org/W2154733731","https://openalex.org/W2163654816","https://openalex.org/W2255807755","https://openalex.org/W2255847468","https://openalex.org/W2284050935","https://openalex.org/W2293634267","https://openalex.org/W2443123369","https://openalex.org/W2487770199","https://openalex.org/W2509638679","https://openalex.org/W2523246573","https://openalex.org/W2556401921","https://openalex.org/W2592969970","https://openalex.org/W2601871279","https://openalex.org/W2615354186","https://openalex.org/W2752736291","https://openalex.org/W2761065544","https://openalex.org/W2763330125","https://openalex.org/W2763549121","https://openalex.org/W2767357178","https://openalex.org/W2773958578","https://openalex.org/W2950059857","https://openalex.org/W2963078493","https://openalex.org/W2963573053","https://openalex.org/W3104531317","https://openalex.org/W3147254695","https://openalex.org/W4234024679","https://openalex.org/W4244156276","https://openalex.org/W4249226298","https://openalex.org/W4250664506","https://openalex.org/W4251225685","https://openalex.org/W6608888396","https://openalex.org/W6629652716","https://openalex.org/W6634556219","https://openalex.org/W6679436768","https://openalex.org/W6691697006","https://openalex.org/W6695676441","https://openalex.org/W6719700797","https://openalex.org/W6729992640","https://openalex.org/W6745342843"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W1969219540","https://openalex.org/W2143413548","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"Predicting":[0],"the":[1,30,45,81,100,104,122,125,129],"urgency":[2],"demand":[3],"of":[4,32,34,47,76,121,128,131,142],"patients":[5,127],"at":[6],"health":[7],"centers":[8],"in":[9,19,44],"smart":[10,63],"cities":[11,64],"supposes":[12],"a":[13,26,53,93,111,135],"challenge":[14],"for":[15,83],"adapting":[16],"emergency":[17],"service":[18],"advance.":[20],"In":[21],"this":[22],"paper,":[23],"we":[24],"propose":[25],"methodology":[27,55,123],"to":[28,56],"predict":[29,57,99],"number":[31],"cases":[33],"chronic":[35],"obstructive":[36],"pulmonary":[37],"disease":[38],"(COPD)":[39],"from":[40,59],"environmental":[41,60],"sensors":[42,61],"located":[43],"city":[46,130],"Ja\u00e9n":[48,132],"(Spain).":[49],"The":[50,115],"approach":[51],"presents":[52],"general":[54],"events":[58],"within":[62],"based":[65,133],"on":[66,134],"four":[67],"stages:":[68],"1)":[69],"summarize":[70],"and":[71,97,139],"expand":[72],"features":[73],"by":[74],"means":[75],"temporal":[77],"aggregations;":[78],"2)":[79],"evaluate":[80],"correlation":[82],"selecting":[84],"relevant":[85],"features;":[86],"3)":[87],"integrate":[88],"straightforwardly":[89],"expert":[90],"knowledge":[91],"under":[92,110],"fuzzy":[94],"linguistic":[95],"approach;":[96],"4)":[98],"target":[101],"event":[102],"with":[103],"sequence-based":[105],"classifier":[106],"long":[107],"short-term":[108],"memory":[109],"sliding":[112],"window":[113],"approach.":[114],"results":[116],"show":[117],"an":[118],"encouraging":[119],"performance":[120],"over":[124],"COPD":[126],"quantitative":[136],"regression":[137],"analysis":[138],"qualitative":[140],"categorization":[141],"data.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}