{"id":"https://openalex.org/W2986120962","doi":"https://doi.org/10.3390/a12110241","title":"Fingerprints Classification through Image Analysis and Machine Learning Method","display_name":"Fingerprints Classification through Image Analysis and Machine Learning Method","publication_year":2019,"publication_date":"2019-11-11","ids":{"openalex":"https://openalex.org/W2986120962","doi":"https://doi.org/10.3390/a12110241","mag":"2986120962"},"language":"en","primary_location":{"id":"doi:10.3390/a12110241","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a12110241","pdf_url":"https://www.mdpi.com/1999-4893/12/11/241/pdf?version=1573456678","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/12/11/241/pdf?version=1573456678","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025470999","display_name":"Nguy\u1ec5n Thu H\u01b0\u01a1ng","orcid":"https://orcid.org/0000-0002-7009-2815"},"institutions":[{"id":"https://openalex.org/I4210115718","display_name":"Thai Nguyen University","ror":"https://ror.org/02128gy91","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210115718"]},{"id":"https://openalex.org/I4210122217","display_name":"Irkutsk National Research Technical University","ror":"https://ror.org/01zzkcm34","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210122217"]}],"countries":["RU","VN"],"is_corresponding":true,"raw_author_name":"Huong Thu Nguyen","raw_affiliation_strings":["Baikal School of BRICS, Irkutsk National Research Technical University, Irkutsk 664074, Russia","University of Information and Communication Technology, Thai Nguyen University, Thai Nguyen 24000, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Baikal School of BRICS, Irkutsk National Research Technical University, Irkutsk 664074, Russia","institution_ids":["https://openalex.org/I4210122217"]},{"raw_affiliation_string":"University of Information and Communication Technology, Thai Nguyen University, Thai Nguyen 24000, Viet Nam","institution_ids":["https://openalex.org/I4210115718"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102021622","display_name":"Long Nguyen","orcid":"https://orcid.org/0000-0002-9507-8198"},"institutions":[{"id":"https://openalex.org/I4210122217","display_name":"Irkutsk National Research Technical University","ror":"https://ror.org/01zzkcm34","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210122217"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Long The Nguyen","raw_affiliation_strings":["Artificial Intelligence Laboratory, Institute of Information Technology and Data Science, Irkutsk National Research Technical University, 664074 Irkutsk, Russia"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Laboratory, Institute of Information Technology and Data Science, Irkutsk National Research Technical University, 664074 Irkutsk, Russia","institution_ids":["https://openalex.org/I4210122217"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025470999"],"corresponding_institution_ids":["https://openalex.org/I4210115718","https://openalex.org/I4210122217"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":2.3423,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.89583715,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"12","issue":"11","first_page":"241","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9994999766349792,"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":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9848999977111816,"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"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9613000154495239,"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":0.8279391527175903},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7183024883270264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.664699912071228},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6345647573471069},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.582920491695404},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5814933776855469},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.5783930420875549},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5013954639434814},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4830804169178009},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4722793996334076},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4692513942718506},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4677716791629791},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4594273567199707},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.344174325466156}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8279391527175903},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7183024883270264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.664699912071228},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6345647573471069},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.582920491695404},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5814933776855469},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.5783930420875549},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5013954639434814},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4830804169178009},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4722793996334076},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4692513942718506},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4677716791629791},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4594273567199707},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.344174325466156},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a12110241","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a12110241","pdf_url":"https://www.mdpi.com/1999-4893/12/11/241/pdf?version=1573456678","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e20a1e0a1be045fc97e52210656e9b3b","is_oa":true,"landing_page_url":"https://doaj.org/article/e20a1e0a1be045fc97e52210656e9b3b","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 12, Iss 11, p 241 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/12/11/241/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/a12110241","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Algorithms","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a12110241","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a12110241","pdf_url":"https://www.mdpi.com/1999-4893/12/11/241/pdf?version=1573456678","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332178","display_name":"National Institute of Standards and Technology","ror":"https://ror.org/05xpvk416"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2986120962.pdf","grobid_xml":"https://content.openalex.org/works/W2986120962.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W1663973292","https://openalex.org/W1873332500","https://openalex.org/W1989222601","https://openalex.org/W2004695321","https://openalex.org/W2012079387","https://openalex.org/W2012611697","https://openalex.org/W2031489346","https://openalex.org/W2068049638","https://openalex.org/W2070230130","https://openalex.org/W2073660445","https://openalex.org/W2082434130","https://openalex.org/W2089425041","https://openalex.org/W2116204489","https://openalex.org/W2131296063","https://openalex.org/W2133621813","https://openalex.org/W2137273147","https://openalex.org/W2144627501","https://openalex.org/W2145023731","https://openalex.org/W2151103935","https://openalex.org/W2169551590","https://openalex.org/W2468387181","https://openalex.org/W2500894039","https://openalex.org/W2513491952","https://openalex.org/W2556456944","https://openalex.org/W2783045737","https://openalex.org/W2887242652","https://openalex.org/W2911964244","https://openalex.org/W2960565151","https://openalex.org/W2962917260","https://openalex.org/W4248506240","https://openalex.org/W6639175750","https://openalex.org/W6747485776","https://openalex.org/W6753988653","https://openalex.org/W6765788559"],"related_works":["https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3193043704","https://openalex.org/W3171520305","https://openalex.org/W1924178503","https://openalex.org/W4308716060","https://openalex.org/W4280648719","https://openalex.org/W3135126032","https://openalex.org/W3033346322","https://openalex.org/W4385192698"],"abstract_inverted_index":{"The":[0,82,102,140],"system":[1,32],"that":[2,13,160],"automatically":[3],"identifies":[4],"the":[5,11,17,31,38,42,57,66,79,85,90,110,115,119,122,126,134,147,161,167,180],"anthropometric":[6],"fingerprint":[7,74,96],"is":[8,87],"one":[9],"of":[10,44,68,84,92,104,121,128,157],"systems":[12,98],"interact":[14],"directly":[15],"with":[16,25,99,146],"user,":[18],"which":[19],"every":[20],"day":[21],"will":[22],"be":[23,34],"provided":[24],"a":[26],"diverse":[27],"database.":[28],"This":[29],"requires":[30],"to":[33,36,40,72,88],"optimized":[35],"handle":[37],"process":[39,127,136],"meet":[41],"needs":[43],"users":[45],"such":[46],"as":[47],"fast":[48,137],"processing":[49],"time,":[50,117],"almost":[51],"absolute":[52],"accuracy,":[53],"no":[54],"errors":[55],"in":[56,61,94,109],"real":[58],"process.":[59],"Therefore,":[60],"this":[62],"paper,":[63],"we":[64],"propose":[65],"application":[67],"machine":[69],"learning":[70],"methods":[71],"develop":[73],"classification":[75,135,141],"algorithms":[76,108,158],"based":[77],"on":[78,143,171],"singularity":[80],"feature.":[81],"goal":[83],"paper":[86],"reduce":[89],"number":[91],"comparisons":[93],"automatic":[95],"recognition":[97],"large":[100],"databases.":[101,187],"combination":[103],"using":[105],"computer":[106],"vision":[107],"image":[111],"pre-processing":[112],"stage":[113],"increases":[114],"calculation":[116],"improves":[118],"quality":[120],"input":[123],"images,":[124],"making":[125],"feature":[129],"extraction":[130],"highly":[131],"effective":[132],"and":[133,138,154],"accurate.":[139],"results":[142,182],"3":[144,173,186],"datasets":[145],"criteria":[148],"for":[149],"Precision,":[150],"Recall,":[151],"Accuracy":[152],"evaluation":[153],"ROC":[155],"analysis":[156],"show":[159],"Random":[162],"Forest":[163],"(RF)":[164],"algorithm":[165],"has":[166,179],"best":[168,181],"accuracy":[169],"(\u226596.75%)":[170],"all":[172],"databases,":[174],"Support":[175],"Vector":[176],"Machine":[177],"(SVM)":[178],"(\u226595.5%)":[183],"2":[184],"/":[185]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-10-10T00:00:00"}