{"id":"https://openalex.org/W4404103141","doi":"https://doi.org/10.1109/comm62355.2024.10741423","title":"A Machine Learning-based model with feature fusion for biometric data processing","display_name":"A Machine Learning-based model with feature fusion for biometric data processing","publication_year":2024,"publication_date":"2024-10-03","ids":{"openalex":"https://openalex.org/W4404103141","doi":"https://doi.org/10.1109/comm62355.2024.10741423"},"language":"en","primary_location":{"id":"doi:10.1109/comm62355.2024.10741423","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/comm62355.2024.10741423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Communications (COMM)","raw_type":"proceedings-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/A5063478461","display_name":"Sorin Soviany","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114681","display_name":"National Institute for Research and Development in Informatics - ICI Bucharest","ror":"https://ror.org/028rq5v79","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210114681"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Sorin Soviany","raw_affiliation_strings":["National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania","institution_ids":["https://openalex.org/I4210114681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102585240","display_name":"Cristina-Gabriela GHEORGHE","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114681","display_name":"National Institute for Research and Development in Informatics - ICI Bucharest","ror":"https://ror.org/028rq5v79","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210114681"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Cristina-Gabriela Gheorghe","raw_affiliation_strings":["National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania","institution_ids":["https://openalex.org/I4210114681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056023891","display_name":"Virginia S\u0103ndulescu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114681","display_name":"National Institute for Research and Development in Informatics - ICI Bucharest","ror":"https://ror.org/028rq5v79","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210114681"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Virginia S\u0103ndulescu","raw_affiliation_strings":["National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania","institution_ids":["https://openalex.org/I4210114681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011722761","display_name":"Maria Gheorghe-Moisii","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114681","display_name":"National Institute for Research and Development in Informatics - ICI Bucharest","ror":"https://ror.org/028rq5v79","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210114681"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Maria Gheorghe-Moisii","raw_affiliation_strings":["National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania","institution_ids":["https://openalex.org/I4210114681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074483712","display_name":"Drago\u015f Nicolau","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114681","display_name":"National Institute for Research and Development in Informatics - ICI Bucharest","ror":"https://ror.org/028rq5v79","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210114681"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Drago\u015f Nicolau","raw_affiliation_strings":["National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Research and Development in Informatics ICI,Communication, Digital Applications and Systems Dept.,Bucharest,Romania","institution_ids":["https://openalex.org/I4210114681"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210114681"],"apc_list":null,"apc_paid":null,"fwci":0.2995,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54623941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.4390999972820282,"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"}},"topics":[{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.4390999972820282,"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/computer-science","display_name":"Computer science","score":0.8140131235122681},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.7787986993789673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5770308375358582},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5663837194442749},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4422852396965027},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42665982246398926},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4212755858898163},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.41577285528182983}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140131235122681},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7787986993789673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5770308375358582},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5663837194442749},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4422852396965027},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42665982246398926},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4212755858898163},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.41577285528182983},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comm62355.2024.10741423","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/comm62355.2024.10741423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Communications (COMM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1560956740","https://openalex.org/W2061272711","https://openalex.org/W2153635508","https://openalex.org/W2307085674","https://openalex.org/W2334897487","https://openalex.org/W2916879452","https://openalex.org/W3000592047","https://openalex.org/W3088820816","https://openalex.org/W3093936835","https://openalex.org/W3107243813","https://openalex.org/W3174104505","https://openalex.org/W4205608316","https://openalex.org/W4365504037","https://openalex.org/W4385147165","https://openalex.org/W4385934199","https://openalex.org/W6629105702","https://openalex.org/W6761089840","https://openalex.org/W6843449585","https://openalex.org/W7002303407"],"related_works":["https://openalex.org/W2076845124","https://openalex.org/W2183964146","https://openalex.org/W2379932303","https://openalex.org/W2095239294","https://openalex.org/W3147744369","https://openalex.org/W2062586268","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2152662039"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,15,24,75],"functional":[4],"architecture":[5,22,43],"for":[6,18],"biometric":[7,47,53],"data":[8,29],"processing":[9],"in":[10],"m-Health":[11],"applications":[12],"to":[13,31,65],"ensure":[14],"secured":[16],"environment":[17],"these":[19],"apps.":[20],"The":[21,42],"specifies":[23],"Machine":[25],"Learning":[26],"model":[27,70,82],"with":[28],"fusion":[30],"combine":[32],"information":[33],"extracted":[34],"from":[35],"different":[36],"biometrics":[37],"(fingerprint,":[38],"face,":[39],"iris,":[40],"voice).":[41],"addresses":[44],"mobile":[45,58],"users\u2019":[46],"authentication":[48],"by":[49],"properly":[50],"exploiting":[51],"the":[52,68,81,85,90],"technologies":[54],"integrated":[55],"into":[56],"their":[57],"devices.":[59],"An":[60],"application":[61],"scenario":[62],"is":[63],"defined":[64],"show":[66],"how":[67],"proposed":[69,91],"could":[71],"be":[72],"mapped":[73],"onto":[74],"real":[76],"use-case.":[77],"Future":[78],"developments":[79],"include":[80],"optimization":[83],"and":[84],"software":[86],"implementation":[87],"based":[88],"on":[89],"architecture.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
