{"id":"https://openalex.org/W4396852828","doi":"https://doi.org/10.1145/3647444.3647886","title":"From Deep Features to Swarm Intelligence: A Novel Methodology for Kinship Verification","display_name":"From Deep Features to Swarm Intelligence: A Novel Methodology for Kinship Verification","publication_year":2023,"publication_date":"2023-11-23","ids":{"openalex":"https://openalex.org/W4396852828","doi":"https://doi.org/10.1145/3647444.3647886"},"language":"en","primary_location":{"id":"doi:10.1145/3647444.3647886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3647444.3647886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Management & Machine Intelligence","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/A5072384904","display_name":"Vijay Prakash Sharma","orcid":"https://orcid.org/0000-0003-0209-0938"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vijay Prakash Sharma","raw_affiliation_strings":["Department of IT, SIT, Manipal Univeristy Jaipur, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Department of IT, SIT, Manipal Univeristy Jaipur, Jaipur, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037648159","display_name":"Sunil Kumar","orcid":"https://orcid.org/0000-0003-4617-704X"},"institutions":[{"id":"https://openalex.org/I73779912","display_name":"Manipal University Jaipur","ror":"https://ror.org/040h76494","country_code":null,"type":"education","lineage":["https://openalex.org/I73779912"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunil Kumar","raw_affiliation_strings":["Department of Computer and Communication Engineering, Manipal University Jaipur, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Engineering, Manipal University Jaipur, Jaipur, India","institution_ids":["https://openalex.org/I73779912"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072384904"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29057212,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9408000111579895,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9408000111579895,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9345999956130981,"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":0.9265999794006348,"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":0.7190173268318176},{"id":"https://openalex.org/keywords/kinship","display_name":"Kinship","score":0.7067157030105591},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.46453362703323364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4403125047683716},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4133670926094055},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2104378044605255},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.14780861139297485},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08711898326873779}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7190173268318176},{"id":"https://openalex.org/C144348335","wikidata":"https://www.wikidata.org/wiki/Q171318","display_name":"Kinship","level":2,"score":0.7067157030105591},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.46453362703323364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4403125047683716},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4133670926094055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2104378044605255},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.14780861139297485},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08711898326873779},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3647444.3647886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3647444.3647886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Management & Machine Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2152195021","https://openalex.org/W2165299997","https://openalex.org/W2169245194","https://openalex.org/W2520903215","https://openalex.org/W3105535737","https://openalex.org/W3177525997","https://openalex.org/W6728756228"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W1527337688","https://openalex.org/W2399799070","https://openalex.org/W2048054807","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W3089846858","https://openalex.org/W3012322385","https://openalex.org/W4304182880"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"the":[2,55,74,99,107,112,125,133,139,158,164,172,181,188],"empire":[3],"of":[4,15,34,77,97,101,111,128,174,183],"biometric":[5],"recognition,":[6],"kinship":[7,71,149,175,195],"verification":[8,176],"plays":[9],"a":[10,25,48],"pivotal":[11],"role,":[12],"Main":[13],"aim":[14,155],"this":[16,39,184],"research":[17],"is":[18],"to":[19,147,156],"discover":[20],"if":[21],"two":[22],"individuals":[23],"share":[24],"biological":[26],"relationship":[27],"based":[28],"on":[29],"facial":[30],"features.":[31],"The":[32],"advent":[33],"deep":[35,82],"learning":[36],"has":[37,67],"revolutionized":[38],"domain,":[40],"with":[41,106],"convolutional":[42],"neural":[43],"networks":[44,83],"(CNNs)":[45],"emerging":[46],"as":[47],"potent":[49],"tool":[50],"for":[51,59,70,103,118,190],"feature":[52,104,119,134,159],"extraction.":[53],"Specifically,":[54],"VGG16":[56,102],"architecture,":[57],"renowned":[58],"its":[60],"effectiveness":[61],"in":[62,130],"various":[63],"image":[64],"recognition":[65],"tasks,":[66],"been":[68],"repurposed":[69],"verification.":[72],"However,":[73],"sheer":[75],"volume":[76],"features":[78],"extracted":[79],"through":[80],"such":[81],"often":[84],"includes":[85],"redundant":[86],"or":[87],"irrelevant":[88],"information.":[89],"This":[90,121],"paper":[91],"delves":[92],"into":[93],"an":[94],"innovative":[95],"approach":[96],"combining":[98],"prowess":[100],"extraction":[105],"metaheuristic":[108],"search":[109],"capabilities":[110],"Particle":[113],"Swarm":[114],"Optimization":[115],"(PSO)":[116],"algorithm":[117,122],"selection.":[120],"inspired":[123],"by":[124,136,161],"collective":[126],"behavior":[127],"swarms":[129],"nature,":[131],"optimizes":[132],"set":[135],"iteratively":[137],"refining":[138],"selection":[140],"towards":[141],"those":[142],"that":[143],"contribute":[144],"most":[145,165],"significantly":[146],"accurate":[148,194],"classification":[150],"By":[151],"harnessing":[152],"PSO,":[153],"we":[154],"reduce":[157],"dimensions":[160],"selecting":[162],"only":[163],"salient":[166],"and":[167,193],"relevant":[168],"features,":[169],"thereby":[170],"optimizing":[171],"performance":[173],"systems.":[177],"Preliminary":[178],"results":[179],"underscore":[180],"potential":[182],"synergistic":[185],"combination,":[186],"paving":[187],"way":[189],"more":[191],"efficient":[192],"recognition.":[196]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}