{"id":"https://openalex.org/W2990740408","doi":"https://doi.org/10.1109/tfuzz.2019.2955043","title":"Intelligent Approach to the Prediction of Changes in Biometric Attributes","display_name":"Intelligent Approach to the Prediction of Changes in Biometric Attributes","publication_year":2019,"publication_date":"2019-11-22","ids":{"openalex":"https://openalex.org/W2990740408","doi":"https://doi.org/10.1109/tfuzz.2019.2955043","mag":"2990740408"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2019.2955043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2019.2955043","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070134499","display_name":"Marcin Zalasi\u0144ski","orcid":"https://orcid.org/0000-0002-0009-6124"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Zalasinski","raw_affiliation_strings":["Institute of Computational Intelligence, Cz\u0119stochowa University of Technology, Cz\u0119stochowa, Poland"],"raw_orcid":"https://orcid.org/0000-0002-0009-6124","affiliations":[{"raw_affiliation_string":"Institute of Computational Intelligence, Cz\u0119stochowa University of Technology, Cz\u0119stochowa, Poland","institution_ids":["https://openalex.org/I130294970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078689403","display_name":"Krystian \u0141apa","orcid":"https://orcid.org/0000-0002-3926-5685"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krystian Lapa","raw_affiliation_strings":["Institute of Computational Intelligence, Cz\u0119stochowa University of Technology, Cz\u0119stochowa, Poland"],"raw_orcid":"https://orcid.org/0000-0002-3926-5685","affiliations":[{"raw_affiliation_string":"Institute of Computational Intelligence, Cz\u0119stochowa University of Technology, Cz\u0119stochowa, Poland","institution_ids":["https://openalex.org/I130294970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072738183","display_name":"Magdalena Laskowska","orcid":"https://orcid.org/0000-0001-9106-9756"},"institutions":[{"id":"https://openalex.org/I4210106918","display_name":"Institute of Nuclear Physics, Polish Academy of Sciences","ror":"https://ror.org/01n78t774","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210106918","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Magdalena Laskowska","raw_affiliation_strings":["Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-9106-9756","affiliations":[{"raw_affiliation_string":"Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland","institution_ids":["https://openalex.org/I4210106918"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.634,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74267737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"28","issue":"6","first_page":"1073","last_page":"1083"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9749000072479248,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9693999886512756,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.7689154148101807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7606140375137329},{"id":"https://openalex.org/keywords/handwriting","display_name":"Handwriting","score":0.6427029371261597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6201297044754028},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5369396805763245},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49017152190208435},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4741998314857483},{"id":"https://openalex.org/keywords/keystroke-dynamics","display_name":"Keystroke dynamics","score":0.46323248744010925},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.44919371604919434},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4359615445137024},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42586684226989746},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40982455015182495},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1411001980304718},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08181872963905334},{"id":"https://openalex.org/keywords/password","display_name":"Password","score":0.07903781533241272}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7689154148101807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7606140375137329},{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.6427029371261597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6201297044754028},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5369396805763245},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49017152190208435},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4741998314857483},{"id":"https://openalex.org/C79540074","wikidata":"https://www.wikidata.org/wiki/Q3269465","display_name":"Keystroke dynamics","level":4,"score":0.46323248744010925},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.44919371604919434},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4359615445137024},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42586684226989746},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40982455015182495},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1411001980304718},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08181872963905334},{"id":"https://openalex.org/C109297577","wikidata":"https://www.wikidata.org/wiki/Q161157","display_name":"Password","level":2,"score":0.07903781533241272},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C4957475","wikidata":"https://www.wikidata.org/wiki/Q242186","display_name":"S/KEY","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2019.2955043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2019.2955043","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W235608144","https://openalex.org/W895648301","https://openalex.org/W1955291487","https://openalex.org/W1970204203","https://openalex.org/W1971208217","https://openalex.org/W1976744965","https://openalex.org/W1997460147","https://openalex.org/W2003129348","https://openalex.org/W2008348094","https://openalex.org/W2011266061","https://openalex.org/W2015591179","https://openalex.org/W2026190351","https://openalex.org/W2042106922","https://openalex.org/W2042656126","https://openalex.org/W2061438946","https://openalex.org/W2061828128","https://openalex.org/W2063527411","https://openalex.org/W2077037965","https://openalex.org/W2077592142","https://openalex.org/W2088769806","https://openalex.org/W2095871931","https://openalex.org/W2109791710","https://openalex.org/W2110390205","https://openalex.org/W2148885430","https://openalex.org/W2166388477","https://openalex.org/W2169542477","https://openalex.org/W2286422666","https://openalex.org/W2494753258","https://openalex.org/W2524822549","https://openalex.org/W2566318714","https://openalex.org/W2585745035","https://openalex.org/W2592633499","https://openalex.org/W2592837624","https://openalex.org/W2750976099","https://openalex.org/W2768698326","https://openalex.org/W2780698577","https://openalex.org/W2784926650","https://openalex.org/W2792530018","https://openalex.org/W2883242703","https://openalex.org/W2902365280","https://openalex.org/W2912469389","https://openalex.org/W2913845656","https://openalex.org/W2945468257","https://openalex.org/W3101288326","https://openalex.org/W4302417998"],"related_works":["https://openalex.org/W2026138706","https://openalex.org/W2987557069","https://openalex.org/W2888741745","https://openalex.org/W3008338658","https://openalex.org/W1966864883","https://openalex.org/W4301500781","https://openalex.org/W3106877556","https://openalex.org/W1563893514","https://openalex.org/W45791792","https://openalex.org/W4230773722"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"methods":[2],"are":[3,30,60,192,221],"used":[4,254],"in":[5,67,125,194,216,255,260],"many":[6],"fields":[7,257],"of":[8,11,22,37,45,52,74,113,161,172,198,203,230,246,258],"applications.":[9],"One":[10],"them":[12],"is":[13,76,81,103,115,165,207],"biometrics.":[14,265],"It":[15],"deals":[16],"with":[17,90,243],"a":[18,34,108,136,231],"broadly":[19],"understood":[20],"analysis":[21],"physical":[23],"and":[24,155,169,175,233],"behavioral":[25],"biometric":[26,68],"characteristics.":[27],"Behavioral":[28],"characteristics":[29],"particularly":[31,77],"important":[32,78,201],"from":[33,94],"practical":[35],"point":[36],"view.":[38],"They":[39,48],"describe,":[40],"among":[41],"others,":[42],"learned":[43],"behaviors":[44],"human":[46],"beings.":[47],"include":[49],"the":[50,87,101,111,123,148,163,170,173,195,204,213,224,244],"ways":[51],"signing,":[53],"lip":[54],"movement,":[55],"gait,":[56],"etc.":[57],"Such":[58],"features":[59],"difficult":[61,240],"to":[62,105,139,166,176,186,211,241,264],"forge,":[63],"so":[64,184],"their":[65],"use":[66,147,245],"systems":[69,153],"increases":[70],"security.":[71],"The":[72,159,249],"dynamics":[73],"signing":[75,114],"because":[79,219],"it":[80],"considered":[82],"socially":[83],"acceptable":[84],"worldwide.":[85],"However,":[86],"problem":[88],"associated":[89],"its":[91,95,209],"processing":[92],"results":[93,191],"possible":[96,126],"instability":[97],"over":[98],"time,":[99],"as":[100,185],"signature":[102,217],"likely":[104],"evolve.":[106],"In":[107,131],"situation":[109],"where":[110],"method":[112],"only":[116],"partially":[117],"altered":[118],"(and":[119],"not":[120,262],"completely":[121],"changed),":[122],"trend":[124],"changes":[127,214],"can":[128,252],"be":[129,238,253],"predicted.":[130],"this":[132,144],"article,":[133],"we":[134,146],"propose":[135],"new":[137],"approach":[138],"predicting":[140],"such":[141],"changes.":[142],"For":[143],"purpose,":[145],"possibilities":[149],"offered":[150],"by":[151,223],"fuzzy":[152,225],"(FSs)":[154],"population-based":[156],"algorithms":[157],"(PBAs).":[158],"purpose":[160],"applying":[162],"PBA":[164],"select":[167,177],"parameters":[168],"structure":[171],"FSs":[174],"reference":[178],"signatures":[179],"for":[180],"each":[181],"user":[182],"separately":[183],"maximize":[187],"prediction":[188,205,235],"accuracy.":[189],"Prediction":[190],"included":[193],"final":[196],"verification":[197],"signatures.":[199],"An":[200],"feature":[202],"mechanism":[206,236],"also":[208],"ability":[210],"interpret":[212],"occurring":[215],"handwriting":[218],"they":[220],"represented":[222],"rules":[226],"base.":[227],"This":[228],"type":[229],"flexible":[232],"nature-inspired":[234],"would":[237],"very":[239],"implement":[242],"other":[247],"methods.":[248],"developed":[250],"mechanisms":[251],"various":[256],"applications-also":[259],"those":[261],"related":[263]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
