{"id":"https://openalex.org/W4310872413","doi":"https://doi.org/10.1109/metroxraine54828.2022.9967612","title":"Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules","display_name":"Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules","publication_year":2022,"publication_date":"2022-10-26","ids":{"openalex":"https://openalex.org/W4310872413","doi":"https://doi.org/10.1109/metroxraine54828.2022.9967612"},"language":"en","primary_location":{"id":"doi:10.1109/metroxraine54828.2022.9967612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine54828.2022.9967612","pdf_url":null,"source":{"id":"https://openalex.org/S4363608343","display_name":"2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2401.08008","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026518015","display_name":"Jos\u00e9 M. Alcalde-Llergo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jose M. Alcalde-Llergo","raw_affiliation_strings":["University of C&#x00F3;rdoba,Artificial Vision Applications (AVA),C&#x00F3;rdoba,Spain"],"affiliations":[{"raw_affiliation_string":"University of C&#x00F3;rdoba,Artificial Vision Applications (AVA),C&#x00F3;rdoba,Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034914055","display_name":"Carlos Garc\u00eda\u2010Mart\u00ednez","orcid":"https://orcid.org/0000-0002-0038-9621"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos Garcia-Martinez","raw_affiliation_strings":["University of C&#x00F3;rdoba,Computing and Numerical Analysis,C&#x00F3;rdoba,Spain"],"affiliations":[{"raw_affiliation_string":"University of C&#x00F3;rdoba,Computing and Numerical Analysis,C&#x00F3;rdoba,Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079052764","display_name":"Manuel Vaquero Abell\u00e1n","orcid":"https://orcid.org/0000-0002-0602-317X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel Vaquero-Abellan","raw_affiliation_strings":["University of C&#x00F3;rdoba,Nursing, Physiotherapy and Pharmacology,C&#x00F3;rdoba,Spain"],"affiliations":[{"raw_affiliation_string":"University of C&#x00F3;rdoba,Nursing, Physiotherapy and Pharmacology,C&#x00F3;rdoba,Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026354392","display_name":"Pilar Aparicio\u2010Martinez","orcid":"https://orcid.org/0000-0002-2940-8697"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pilar Aparicio-Martinez","raw_affiliation_strings":["University of C&#x00F3;rdoba,Nursing, Physiotherapy and Pharmacology,C&#x00F3;rdoba,Spain"],"affiliations":[{"raw_affiliation_string":"University of C&#x00F3;rdoba,Nursing, Physiotherapy and Pharmacology,C&#x00F3;rdoba,Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047107303","display_name":"Enrique Yeguas-Bol\u00edvar","orcid":"https://orcid.org/0000-0002-8153-5052"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Enrique Yeguas-Bolivar","raw_affiliation_strings":["University of C&#x00F3;rdoba,Computing and Numerical Analysis,C&#x00F3;rdoba,Spain"],"affiliations":[{"raw_affiliation_string":"University of C&#x00F3;rdoba,Computing and Numerical Analysis,C&#x00F3;rdoba,Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5026518015"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1459,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42513943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9923999905586243,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9923999905586243,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9283999800682068,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9074000120162964,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.8109509944915771},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6450411081314087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6431776285171509},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6220793724060059},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.60691237449646},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5815156698226929},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5503541231155396},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5439481735229492},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4041764736175537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3460136950016022},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3410072922706604},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12324261665344238}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8109509944915771},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6450411081314087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6431776285171509},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6220793724060059},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.60691237449646},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5815156698226929},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5503541231155396},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5439481735229492},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4041764736175537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3460136950016022},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3410072922706604},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12324261665344238},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/metroxraine54828.2022.9967612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine54828.2022.9967612","pdf_url":null,"source":{"id":"https://openalex.org/S4363608343","display_name":"2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2401.08008","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.08008","pdf_url":"https://arxiv.org/pdf/2401.08008","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:zenodo.org:13631597","is_oa":true,"landing_page_url":"https://arxiv.org/abs/arXiv:2401.08008","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"pmh:oai:helvia.uco.es:10396/26461","is_oa":true,"landing_page_url":"http://hdl.handle.net/10396/26461","pdf_url":null,"source":{"id":"https://openalex.org/S4306401816","display_name":"Universidad de C\u00f3rdoba Insitutional Repository (Universidad de C\u00f3rdoba)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210163269","host_organization_name":"Universidad Paccioli de C\u00f3rdoba","host_organization_lineage":["https://openalex.org/I4210163269"],"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":"Alcalde-Llergo, J. M., Garc\u00eda-Mart\u00ednez, C., Vaquero-Abell\u00e1n, M., Aparicio-Mart\u00ednez, P. &amp; Yeguas-Bol\u00edvar, E. (2022). Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules. 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). Rome, Italy. 10.1109/MetroXRAINE54828.2022.9967612","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2401.08008","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.08008","pdf_url":"https://arxiv.org/pdf/2401.08008","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"},{"id":"https://openalex.org/F4320325299","display_name":"Universidad de C\u00f3rdoba","ror":"https://ror.org/05yc77b46"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4310872413.pdf","grobid_xml":"https://content.openalex.org/works/W4310872413.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1484413656","https://openalex.org/W2053481403","https://openalex.org/W2101234009","https://openalex.org/W2115482638","https://openalex.org/W2143426320","https://openalex.org/W2154642793","https://openalex.org/W2167101736","https://openalex.org/W2260771218","https://openalex.org/W2587234068","https://openalex.org/W2604662548","https://openalex.org/W2799462250","https://openalex.org/W2912694069","https://openalex.org/W2961835203","https://openalex.org/W3002412300","https://openalex.org/W3009291093","https://openalex.org/W6628750762","https://openalex.org/W6675354045","https://openalex.org/W6682837551","https://openalex.org/W6692628530"],"related_works":["https://openalex.org/W2751920613","https://openalex.org/W2415164632","https://openalex.org/W2238349241","https://openalex.org/W2355668701","https://openalex.org/W2370453500","https://openalex.org/W1561334777","https://openalex.org/W2392697706","https://openalex.org/W366033468","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Homelessness":[0],"is":[1],"a":[2,57,67],"social":[3],"and":[4,20,37,62,66,108,126],"health":[5],"problem":[6],"with":[7],"great":[8],"repercussions":[9],"in":[10],"Europe.":[11],"Many":[12],"non-governmental":[13],"organisations":[14,42,90],"help":[15],"homeless":[16,99,134],"people":[17],"by":[18],"collecting":[19],"analysing":[21],"large":[22],"amounts":[23],"of":[24,40,98],"information":[25,76],"about":[26],"them.":[27],"However,":[28],"these":[29],"tasks":[30],"are":[31,92],"not":[32],"always":[33],"easy":[34],"to":[35,49,60,87,95,120],"perform,":[36],"hinder":[38],"other":[39],"the":[41,78,122],"duties.":[43],"The":[44,81,101],"SINTECH":[45],"project":[46],"was":[47],"created":[48],"tackle":[50],"this":[51],"issue":[52],"proposing":[53],"two":[54],"different":[55,105],"tools:":[56],"mobile":[58],"application":[59],"quickly":[61],"easily":[63],"collect":[64],"data;":[65],"software":[68],"based":[69],"on":[70],"artificial":[71,114],"intelligence":[72,115],"which":[73,91],"obtains":[74],"interesting":[75,128],"from":[77,131],"collected":[79,133],"data.":[80,135],"first":[82],"one":[83],"has":[84],"been":[85],"distributed":[86],"some":[88,127],"Spanish":[89],"using":[93],"it":[94],"conduct":[96],"surveys":[97],"people.":[100],"second":[102],"tool":[103],"implements":[104],"feature":[106],"selection":[107],"association":[109,129],"rules":[110,130],"mining":[111],"methods.":[112],"These":[113],"techniques":[116],"have":[117],"allowed":[118],"us":[119],"identify":[121],"most":[123],"relevant":[124],"features":[125],"previously":[132]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
