{"id":"https://openalex.org/W4285276243","doi":"https://doi.org/10.1109/access.2022.3171850","title":"Biometric Information Recognition Using Artificial Intelligence Algorithms: A Performance Comparison","display_name":"Biometric Information Recognition Using Artificial Intelligence Algorithms: A Performance Comparison","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285276243","doi":"https://doi.org/10.1109/access.2022.3171850"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3171850","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3171850","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09766125.pdf","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://ieeexplore.ieee.org/ielx7/6287639/6514899/09766125.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029182631","display_name":"Sunusi Bala Abdullahi","orcid":"https://orcid.org/0000-0003-1898-7352"},"institutions":[{"id":"https://openalex.org/I4210088548","display_name":"Phetchabun Rajabhat University","ror":"https://ror.org/004emtb57","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210088548"]},{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sunusi Bala Abdullahi","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, King Mongkut&#x2019;s University of Technology Thonburi, Bangkok, Thailand","Mathematics and Computing Science Program, Faculty of Sciences and Technology, Phetchabun Rajabhat University, Thailand","Department of Electronics and Telecommunication Engineering, Faculty of Engineering, King Mongkut's University of Technology Thonburi, 126 Pracha-Uthit Road, Bang Mod, Thrung Khru, Bangkok 10140, Thailand"],"raw_orcid":"https://orcid.org/0000-0003-1898-7352","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, King Mongkut&#x2019;s University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"Mathematics and Computing Science Program, Faculty of Sciences and Technology, Phetchabun Rajabhat University, Thailand","institution_ids":["https://openalex.org/I4210088548"]},{"raw_affiliation_string":"Department of Electronics and Telecommunication Engineering, Faculty of Engineering, King Mongkut's University of Technology Thonburi, 126 Pracha-Uthit Road, Bang Mod, Thrung Khru, Bangkok 10140, Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012504682","display_name":"Chainarong Khunpanuk","orcid":"https://orcid.org/0000-0003-3556-2591"},"institutions":[{"id":"https://openalex.org/I4210088548","display_name":"Phetchabun Rajabhat University","ror":"https://ror.org/004emtb57","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210088548"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Chainarong Khunpanuk","raw_affiliation_strings":["Mathematics and Computing Science Program, Faculty of Sciences and Technology, Phetchabun Rajabhat University, Phetchabun, Thailand"],"raw_orcid":"https://orcid.org/0000-0003-3556-2591","affiliations":[{"raw_affiliation_string":"Mathematics and Computing Science Program, Faculty of Sciences and Technology, Phetchabun Rajabhat University, Phetchabun, Thailand","institution_ids":["https://openalex.org/I4210088548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076429156","display_name":"Zakariyya Abdullahi Bature","orcid":"https://orcid.org/0009-0008-6811-8239"},"institutions":[{"id":"https://openalex.org/I4210088548","display_name":"Phetchabun Rajabhat University","ror":"https://ror.org/004emtb57","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210088548"]},{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Zakariyya Abdullahi Bature","raw_affiliation_strings":["Department of Electronics and Telecommunication Engineering, Faculty of Engineering, King Mongkut&#x2019;s University of Technology Thonburi, Bangkok, Thailand","Department of Electronics and Telecommunication Engineering, Faculty of Engineering, King Mongkut's University of Technology Thonburi, 126 Pracha-Uthit Road, Bang Mod, Thrung Khru, Bangkok 10140, Thailand","Mathematics and Computing Science Program, Faculty of Sciences and Technology, Phetchabun Rajabhat University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunication Engineering, Faculty of Engineering, King Mongkut&#x2019;s University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"Department of Electronics and Telecommunication Engineering, Faculty of Engineering, King Mongkut's University of Technology Thonburi, 126 Pracha-Uthit Road, Bang Mod, Thrung Khru, Bangkok 10140, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"Mathematics and Computing Science Program, Faculty of Sciences and Technology, Phetchabun Rajabhat University, Thailand","institution_ids":["https://openalex.org/I4210088548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090196764","display_name":"Haruna Chiroma","orcid":"https://orcid.org/0000-0003-3446-4316"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Haruna Chiroma","raw_affiliation_strings":["Future Technology Research Center, National Yunlin University of Science and Technology, Douliu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Future Technology Research Center, National Yunlin University of Science and Technology, Douliu, Taiwan","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026732658","display_name":"Nuttapol Pakkaranang","orcid":"https://orcid.org/0000-0002-0224-4661"},"institutions":[{"id":"https://openalex.org/I4210088548","display_name":"Phetchabun Rajabhat University","ror":"https://ror.org/004emtb57","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210088548"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Nuttapol Pakkaranang","raw_affiliation_strings":["Mathematics and Computing Science Program, Faculty of Sciences and Technology, Phetchabun Rajabhat University, Phetchabun, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-0224-4661","affiliations":[{"raw_affiliation_string":"Mathematics and Computing Science Program, Faculty of Sciences and Technology, Phetchabun Rajabhat University, Phetchabun, Thailand","institution_ids":["https://openalex.org/I4210088548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077857110","display_name":"Auwal Bala Abubakar","orcid":"https://orcid.org/0000-0002-6142-3694"},"institutions":[{"id":"https://openalex.org/I919958821","display_name":"Bayero University Kano","ror":"https://ror.org/049pzty39","country_code":"NG","type":"education","lineage":["https://openalex.org/I919958821"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Auwal Bala Abubakar","raw_affiliation_strings":["Department of Mathematical Sciences, Numerical Optimization Research Group, Faculty of Physical Sciences, Bayero University Kano, Kano, Nigeria"],"raw_orcid":"https://orcid.org/0000-0002-6142-3694","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, Numerical Optimization Research Group, Faculty of Physical Sciences, Bayero University Kano, Kano, Nigeria","institution_ids":["https://openalex.org/I919958821"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065780250","display_name":"Abdulkarim Hassan Ibrahim","orcid":"https://orcid.org/0000-0001-5534-1759"},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]},{"id":"https://openalex.org/I919958821","display_name":"Bayero University Kano","ror":"https://ror.org/049pzty39","country_code":"NG","type":"education","lineage":["https://openalex.org/I919958821"]}],"countries":["NG","TH"],"is_corresponding":false,"raw_author_name":"Abdulkarim Hassan Ibrahim","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, KMUTT Fixed Point Research Laboratory, Room SCL 802 Fixed Point Laboratory, Science Laboratory Building, King Mongkut&#x2019;s University of Technology Thonburi (KMUTT), Bangkok, Thailand","KMUTT Fixed Point Research Laboratory, Room SCL 802 Fixed Point Laboratory, Science Laboratory Building, Department of Mathematics, Faculty of Science, King Mongkut's University of Technology Thonburi (KMUTT), 126 Pracha-Uthit Road, Bang Mod, Thrung Khru, Bangkok 10140, Thailand","Numerical Optimization research group, Department of Mathematical Sciences, Faculty of Physical Sciences, Bayero University, Kano. Kano, Nigeria"],"raw_orcid":"https://orcid.org/0000-0001-5534-1759","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, KMUTT Fixed Point Research Laboratory, Room SCL 802 Fixed Point Laboratory, Science Laboratory Building, King Mongkut&#x2019;s University of Technology Thonburi (KMUTT), Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"KMUTT Fixed Point Research Laboratory, Room SCL 802 Fixed Point Laboratory, Science Laboratory Building, Department of Mathematics, Faculty of Science, King Mongkut's University of Technology Thonburi (KMUTT), 126 Pracha-Uthit Road, Bang Mod, Thrung Khru, Bangkok 10140, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"Numerical Optimization research group, Department of Mathematical Sciences, Faculty of Physical Sciences, Bayero University, Kano. Kano, Nigeria","institution_ids":["https://openalex.org/I919958821"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"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":2.8244,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.91122041,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"10","issue":null,"first_page":"49167","last_page":"49183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9977999925613403,"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":0.9977999925613403,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9916999936103821,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7511958479881287},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.7000870704650879},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6554122567176819},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.6433818340301514},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6277047395706177},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6148468852043152},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6057438850402832},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5135769844055176},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4803770184516907},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.45437878370285034},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.44782108068466187},{"id":"https://openalex.org/keywords/akaike-information-criterion","display_name":"Akaike information criterion","score":0.41903769969940186},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.36646950244903564},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33212700486183167},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.2714548110961914},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21554434299468994},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.20111531019210815},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17087411880493164}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7511958479881287},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7000870704650879},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6554122567176819},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.6433818340301514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6277047395706177},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6148468852043152},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6057438850402832},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5135769844055176},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4803770184516907},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.45437878370285034},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.44782108068466187},{"id":"https://openalex.org/C126674687","wikidata":"https://www.wikidata.org/wiki/Q1662573","display_name":"Akaike information criterion","level":2,"score":0.41903769969940186},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.36646950244903564},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33212700486183167},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.2714548110961914},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21554434299468994},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.20111531019210815},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17087411880493164}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2022.3171850","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3171850","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09766125.pdf","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:26557755856c4446b625373894d81216","is_oa":true,"landing_page_url":"https://doaj.org/article/26557755856c4446b625373894d81216","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 10, Pp 49167-49183 (2022)","raw_type":"article"},{"id":"pmh:oai:repository.up.ac.za:2263/88721","is_oa":true,"landing_page_url":"https://repository.up.ac.za/handle/2263/88721","pdf_url":null,"source":{"id":"https://openalex.org/S4306401870","display_name":"UpSpace Institutional Repository (University of Pretoria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I69552723","host_organization_name":"University of Pretoria","host_organization_lineage":["https://openalex.org/I69552723"],"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":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3171850","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3171850","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09766125.pdf","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":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285276243.pdf","grobid_xml":"https://content.openalex.org/works/W4285276243.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W1574447377","https://openalex.org/W1676820704","https://openalex.org/W1697324083","https://openalex.org/W1750911557","https://openalex.org/W1838707974","https://openalex.org/W1907316133","https://openalex.org/W1971630942","https://openalex.org/W1981863521","https://openalex.org/W1983607448","https://openalex.org/W1989504804","https://openalex.org/W1989853905","https://openalex.org/W2005051678","https://openalex.org/W2046894024","https://openalex.org/W2064193464","https://openalex.org/W2065184805","https://openalex.org/W2086964391","https://openalex.org/W2100912868","https://openalex.org/W2123506034","https://openalex.org/W2129183778","https://openalex.org/W2133436028","https://openalex.org/W2142635246","https://openalex.org/W2144562310","https://openalex.org/W2165192280","https://openalex.org/W2299687342","https://openalex.org/W2502601086","https://openalex.org/W2548124629","https://openalex.org/W2549400886","https://openalex.org/W2606719938","https://openalex.org/W2609625845","https://openalex.org/W2788313192","https://openalex.org/W2789318709","https://openalex.org/W2789701993","https://openalex.org/W2791366635","https://openalex.org/W2791871524","https://openalex.org/W2795574470","https://openalex.org/W2905400396","https://openalex.org/W2946193467","https://openalex.org/W2984432074","https://openalex.org/W2988444506","https://openalex.org/W3022585957","https://openalex.org/W3104724948","https://openalex.org/W3119257414","https://openalex.org/W3155891494","https://openalex.org/W4251019210"],"related_works":["https://openalex.org/W1987464952","https://openalex.org/W2735932032","https://openalex.org/W1673329429","https://openalex.org/W2028169157","https://openalex.org/W2172884470","https://openalex.org/W4285104253","https://openalex.org/W4244255161","https://openalex.org/W2495774864","https://openalex.org/W4235645554","https://openalex.org/W3119865579"],"abstract_inverted_index":{"Addressing":[0],"crime":[1],"detection,":[2],"cyber":[3],"security":[4],"and":[5,27,39,48,61,70,85,112,126,145,177,189,206,226,236],"multi-modal":[6],"gaze":[7],"estimation":[8],"in":[9,59,115],"biometric":[10,43,65,99,198],"information":[11,44,100,199],"recognition":[12,147,219],"is":[13,72],"challenging.":[14],"Thus,":[15],"trained":[16],"artificial":[17],"intelligence":[18],"(AI)":[19],"algorithms":[20,79,114,142,191,215],"such":[21],"as":[22],"Support":[23],"vector":[24],"machine":[25],"(SVM)":[26],"adaptive":[28],"neuro-fuzzy":[29],"inference":[30],"system":[31],"(ANFIS)":[32],"have":[33,93],"been":[34],"proposed":[35],"to":[36,57,95],"recognize":[37],"distinct":[38,60],"discriminant":[40,62],"features":[41,47,63,125],"of":[42,64,68,109,122,140,170,202,229],"(intrinsic":[45],"hand":[46,124,204],"demographic":[49,127,207],"cues)":[50],"with":[51,81,87,221],"good":[52],"classification":[53],"accuracy.":[54],"Unfortunately,":[55],"due":[56],"nonlinearity":[58],"information,":[66],"accuracy":[67,139],"SVM":[69,86],"ANFIS":[71],"reduced.":[73],"As":[74],"a":[75],"result,":[76],"optimized":[77],"AI":[78],"((ANFIS)":[80],"subtractive":[82],"clustering":[83],"(ANFIS-SC)":[84],"error":[88,155,160],"correction":[89],"output":[90],"code":[91],"(SVM-ECOC))":[92],"shown":[94],"be":[96],"effective":[97],"for":[98,194],"recognition.":[101],"In":[102],"this":[103],"paper,":[104],"we":[105],"compare":[106],"the":[107,110,138],"performance":[108],"ANFIS-SC":[111,190,214],"SVM-ECOC":[113,188],"their":[116,146],"effectiveness":[117],"at":[118],"learning":[119],"essential":[120],"characteristics":[121],"intrinsic":[123,203],"cues":[128],"based":[129],"on":[130,200],"Pearson":[131],"correlation":[132],"coefficient":[133,169],"(PCC)":[134],"feature":[135],"selection.":[136],"Furthermore,":[137],"these":[141],"are":[143,149,192],"presented,":[144],"performances":[148],"evaluated":[150],"by":[151],"root":[152],"mean":[153,157,165],"squared":[154],"(RMSE),":[156],"absolute":[158,166],"percentage":[159],"(MAPE),":[161],"scatter":[162],"index":[163,181],"(SI),":[164],"deviation":[167],"(MAD),":[168],"determination":[171],"(R2),":[172],"Akaike\u2019s":[173],"Information":[174],"Criterion":[175],"(AICc)":[176],"Nash-Sutcliffe":[178],"model":[179],"efficiency":[180],"(NSE).":[182],"Evaluation":[183],"results":[184,211],"show":[185],"that":[186,213],"both":[187],"suitable":[193],"accurately":[195],"recognizing":[196],"soft":[197],"basis":[201],"measurements":[205],"cues.":[208],"Moreover,":[209],"comparison":[210],"demonstrated":[212],"can":[216],"provide":[217],"better":[218],"accuracy,":[220],"RMSE,":[222],"AICc,":[223],"MAPE,":[224],"R2":[225],"NSE":[227],"values":[228],"\u2264":[230],"3.85,":[231],"2.39E+02,":[232],"0.18%,":[233],"\u2265":[234,237],"0.99":[235],"99,":[238],"respectively.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}
