{"id":"https://openalex.org/W4405934032","doi":"https://doi.org/10.1109/access.2024.3524672","title":"Comparative Analysis of Re-Identification Methods of Multi-Criteria Decision Analysis Models","display_name":"Comparative Analysis of Re-Identification Methods of Multi-Criteria Decision Analysis Models","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4405934032","doi":"https://doi.org/10.1109/access.2024.3524672"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3524672","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3524672","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2024.3524672","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071163664","display_name":"Bart\u0142omiej Kizielewicz","orcid":"https://orcid.org/0000-0001-5736-4014"},"institutions":[{"id":"https://openalex.org/I155313962","display_name":"West Pomeranian University of Technology in Szczecin","ror":"https://ror.org/0596m7f19","country_code":"PL","type":"education","lineage":["https://openalex.org/I155313962"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bart\u0142omiej Kizielewicz","raw_affiliation_strings":["Department of Artificial Intelligence and Applied Mathematics, Research Team on Intelligent Decision Support Systems, Faculty of Computer Science and Information Technology, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","Department of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Research Team on Intelligent Decision Support Systems, West Pomeranian University of Technology in Szczecin, ul. &#x017B;o&#x0142;nierska 49, Szczecin, Poland"],"raw_orcid":"https://orcid.org/0000-0001-5736-4014","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Applied Mathematics, Research Team on Intelligent Decision Support Systems, Faculty of Computer Science and Information Technology, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","institution_ids":["https://openalex.org/I155313962"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Research Team on Intelligent Decision Support Systems, West Pomeranian University of Technology in Szczecin, ul. &#x017B;o&#x0142;nierska 49, Szczecin, Poland","institution_ids":["https://openalex.org/I155313962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080202324","display_name":"Jakub Wi\u0119ckowski","orcid":"https://orcid.org/0000-0002-9324-3241"},"institutions":[{"id":"https://openalex.org/I4210125529","display_name":"National Institute of Telecommunications","ror":"https://ror.org/03053v606","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125529"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jakub Wi\u0119ckowski","raw_affiliation_strings":["National Institute of Telecommunications, National Research Institute, Warsaw, Poland","National Institute of Telecommunications, National Research Institute, ul. Szachowa 1, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-9324-3241","affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications, National Research Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I4210125529"]},{"raw_affiliation_string":"National Institute of Telecommunications, National Research Institute, ul. Szachowa 1, Warsaw, Poland","institution_ids":["https://openalex.org/I4210125529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029017321","display_name":"Bogdan Franczyk","orcid":"https://orcid.org/0000-0002-5740-2946"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bogdan Franczyk","raw_affiliation_strings":["Faculty of Economics and Management Science, University of Leipzig, Leipzig, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5740-2946","affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management Science, University of Leipzig, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069226693","display_name":"Jaros\u0142aw W\u0105tr\u00f3bski","orcid":"https://orcid.org/0000-0002-4415-9414"},"institutions":[{"id":"https://openalex.org/I104588304","display_name":"University of Szczecin","ror":"https://ror.org/05vmz5070","country_code":"PL","type":"education","lineage":["https://openalex.org/I104588304"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jaros\u0142aw W\u0105tr\u00f3bski","raw_affiliation_strings":["Institute of Management, University of Szczecin, Szczecin, Poland","Institute of Management, University of Szczecin, ul. Cukrowa 8, Szczecin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-4415-9414","affiliations":[{"raw_affiliation_string":"Institute of Management, University of Szczecin, Szczecin, Poland","institution_ids":["https://openalex.org/I104588304"]},{"raw_affiliation_string":"Institute of Management, University of Szczecin, ul. Cukrowa 8, Szczecin, Poland","institution_ids":["https://openalex.org/I104588304"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030757656","display_name":"Wojciech Sa\u0142abun","orcid":"https://orcid.org/0000-0001-7076-2519"},"institutions":[{"id":"https://openalex.org/I155313962","display_name":"West Pomeranian University of Technology in Szczecin","ror":"https://ror.org/0596m7f19","country_code":"PL","type":"education","lineage":["https://openalex.org/I155313962"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Sa\u0142abun","raw_affiliation_strings":["Department of Artificial Intelligence and Applied Mathematics, Research Team on Intelligent Decision Support Systems, Faculty of Computer Science and Information Technology, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","Department of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Research Team on Intelligent Decision Support Systems, West Pomeranian University of Technology in Szczecin, ul. &#x017B;o&#x0142;nierska 49, Szczecin, Poland"],"raw_orcid":"https://orcid.org/0000-0001-7076-2519","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Applied Mathematics, Research Team on Intelligent Decision Support Systems, Faculty of Computer Science and Information Technology, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","institution_ids":["https://openalex.org/I155313962"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Research Team on Intelligent Decision Support Systems, West Pomeranian University of Technology in Szczecin, ul. &#x017B;o&#x0142;nierska 49, Szczecin, Poland","institution_ids":["https://openalex.org/I155313962"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2219,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83936343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"8338","last_page":"8354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.3921000063419342,"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"}},"topics":[{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.3921000063419342,"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/computer-science","display_name":"Computer science","score":0.6573934555053711},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6269538402557373},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.43611377477645874},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1777440905570984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14034190773963928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6573934555053711},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6269538402557373},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.43611377477645874},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1777440905570984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14034190773963928},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3524672","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3524672","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cc256041c26b43f9adc4292ad22f0012","is_oa":true,"landing_page_url":"https://doaj.org/article/cc256041c26b43f9adc4292ad22f0012","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 8338-8354 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3524672","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3524672","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2260516157","display_name":null,"funder_award_id":"RID/SP/0046/2024/01","funder_id":"https://openalex.org/F4320322733","funder_display_name":"Ministerstwo Edukacji i Nauki"},{"id":"https://openalex.org/G6012701377","display_name":null,"funder_award_id":"2021/41/B/HS4/01296","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320322733","display_name":"Ministerstwo Edukacji i Nauki","ror":"https://ror.org/05dwvd537"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W87595102","https://openalex.org/W206392794","https://openalex.org/W206423275","https://openalex.org/W1972591816","https://openalex.org/W2023712417","https://openalex.org/W2024069451","https://openalex.org/W2025129243","https://openalex.org/W2030302723","https://openalex.org/W2037767697","https://openalex.org/W2038889233","https://openalex.org/W2071321154","https://openalex.org/W2075916145","https://openalex.org/W2081301210","https://openalex.org/W2087347434","https://openalex.org/W2096011273","https://openalex.org/W2126856515","https://openalex.org/W2131914501","https://openalex.org/W2158909945","https://openalex.org/W2171470657","https://openalex.org/W2192101384","https://openalex.org/W2211000111","https://openalex.org/W2226144659","https://openalex.org/W2302915988","https://openalex.org/W2341703791","https://openalex.org/W2432541168","https://openalex.org/W2548009466","https://openalex.org/W2556338575","https://openalex.org/W2724158135","https://openalex.org/W2799498408","https://openalex.org/W2884242636","https://openalex.org/W2889162098","https://openalex.org/W2920314021","https://openalex.org/W2924706661","https://openalex.org/W2948734426","https://openalex.org/W2972878307","https://openalex.org/W2980117264","https://openalex.org/W2997546710","https://openalex.org/W2997591727","https://openalex.org/W3013956710","https://openalex.org/W3016860461","https://openalex.org/W3017033580","https://openalex.org/W3032949124","https://openalex.org/W3036807071","https://openalex.org/W3040095688","https://openalex.org/W3047769721","https://openalex.org/W3081712889","https://openalex.org/W3082779259","https://openalex.org/W3086908239","https://openalex.org/W3087130651","https://openalex.org/W3125544192","https://openalex.org/W3145608919","https://openalex.org/W3205139846","https://openalex.org/W3217657292","https://openalex.org/W4200349697","https://openalex.org/W4210969024","https://openalex.org/W4220751916","https://openalex.org/W4239510810","https://openalex.org/W4244676974","https://openalex.org/W4280609120","https://openalex.org/W4283658246","https://openalex.org/W4293085267","https://openalex.org/W4294872690","https://openalex.org/W4306855803","https://openalex.org/W4309047687","https://openalex.org/W4360609974","https://openalex.org/W4362672383","https://openalex.org/W4385728836","https://openalex.org/W4387608606","https://openalex.org/W4389355658","https://openalex.org/W4392953330","https://openalex.org/W4400062587","https://openalex.org/W4401081015","https://openalex.org/W4401493400","https://openalex.org/W4401945941","https://openalex.org/W4402003802","https://openalex.org/W4402101752","https://openalex.org/W4404355065","https://openalex.org/W6605262805","https://openalex.org/W6774388486","https://openalex.org/W7000988856"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"One":[0],"of":[1,13,44,57,134,138,184],"the":[2,11,32,42,54,124,135,171,175],"major":[3],"hurdles":[4],"in":[5,38,64],"Multi-Criteria":[6],"Decision":[7],"Analysis":[8],"(MCDA)":[9],"is":[10],"re-identification":[12],"pre-existing":[14],"decision":[15,46,66],"models.":[16,93,191],"Due":[17],"to":[18,23,31,52,59,86],"factors":[19],"like":[20],"limited":[21],"access":[22],"domain":[24],"experts,":[25],"some":[26],"models":[27,47,58,104,181],"become":[28],"impractical,":[29],"leading":[30],"need":[33],"for":[34,90,101,178],"methods":[35,89,100,143,177],"that":[36,174],"aid":[37],"their":[39,61],"re-identification.":[40],"Addressing":[41],"challenge":[43],"re-identifying":[45,91,102,179],"brings":[48],"up":[49],"issues":[50],"related":[51],"updating":[53],"last":[55],"version":[56],"preserve":[60],"effectiveness,":[62],"particularly":[63],"nonlinear":[65,92],"scenarios.":[67],"Common":[68],"MCDA":[69,103,152,180],"methods,":[70],"which":[71,122],"are":[72,182],"based":[73],"on":[74],"linearity":[75],"assumptions,":[76],"encounter":[77],"difficulties":[78],"when":[79],"dealing":[80],"with":[81],"nonlinearity,":[82],"making":[83],"it":[84],"necessary":[85],"investigate":[87],"practical":[88],"In":[94],"this":[95],"paper,":[96],"we":[97,112,130],"present":[98],"innovative":[99],"utilizing":[105],"optimization":[106],"and":[107,126,188],"machine":[108],"learning":[109],"techniques.":[110,153],"Firstly,":[111],"introduce":[113],"Support":[114],"Vector":[115],"Regression":[116],"-":[117],"Characteristic":[118],"Objects":[119],"Method":[120],"(SVR-COMET),":[121],"combines":[123],"SVR":[125],"COMET":[127],"methods.":[128],"Secondly,":[129],"developed":[131],"several":[132],"extensions":[133],"Stochastic":[136],"Identification":[137],"Weights":[139],"(SITW)":[140],"algorithm.":[141],"These":[142],"were":[144,155],"evaluated":[145],"against":[146],"a":[147],"benchmark":[148],"comprising":[149],"four":[150],"selected":[151],"Comparisons":[154],"performed":[156],"using":[157],"Spearman\u2019s":[158],"weighted":[159],"correlation":[160],"coefficient":[161],"(<inline-formula":[162],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[163],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[164],"<tex-math":[165],"notation=\"LaTeX\">$r_{w}$":[166],"</tex-math></inline-formula>).":[167],"The":[168],"findings":[169],"from":[170],"study":[172],"indicate":[173],"proposed":[176],"capable":[183],"mapping":[185],"both":[186],"linear":[187],"non-linear":[189],"decision-making":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
