{"id":"https://openalex.org/W4401965742","doi":"https://doi.org/10.1007/s11042-024-20090-5","title":"Unveiling the human-like similarities of automatic facial expression recognition: An empirical exploration through explainable ai","display_name":"Unveiling the human-like similarities of automatic facial expression recognition: An empirical exploration through explainable ai","publication_year":2024,"publication_date":"2024-08-28","ids":{"openalex":"https://openalex.org/W4401965742","doi":"https://doi.org/10.1007/s11042-024-20090-5"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-20090-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-20090-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-20090-5.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-20090-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093737024","display_name":"F. Xavier Gaya-Morey","orcid":"https://orcid.org/0000-0003-1231-7235"},"institutions":[{"id":"https://openalex.org/I4210138061","display_name":"Research Institute of Health Sciences","ror":"https://ror.org/03nmxrr49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210138061"]},{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Xavier Gaya-Morey","raw_affiliation_strings":["Department of Mathematics and Computer Science, Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","Group of Computer Graphics, Computer Vision and AI (UGIVIA), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","Research Institute of Health Sciences (IUNICS), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1231-7235","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Group of Computer Graphics, Computer Vision and AI (UGIVIA), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Research Institute of Health Sciences (IUNICS), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I4210138061","https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053726712","display_name":"Silvia Ramis","orcid":"https://orcid.org/0000-0002-1039-4387"},"institutions":[{"id":"https://openalex.org/I4210138061","display_name":"Research Institute of Health Sciences","ror":"https://ror.org/03nmxrr49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210138061"]},{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Silvia Ramis-Guarinos","raw_affiliation_strings":["Department of Mathematics and Computer Science, Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","Group of Computer Graphics, Computer Vision and AI (UGIVIA), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","Research Institute of Health Sciences (IUNICS), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1039-4387","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Group of Computer Graphics, Computer Vision and AI (UGIVIA), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Research Institute of Health Sciences (IUNICS), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I4210138061","https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091067616","display_name":"Cristina Manresa-Yee","orcid":"https://orcid.org/0000-0002-8482-7552"},"institutions":[{"id":"https://openalex.org/I4210138061","display_name":"Research Institute of Health Sciences","ror":"https://ror.org/03nmxrr49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210138061"]},{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Cristina Manresa-Yee","raw_affiliation_strings":["Department of Mathematics and Computer Science, Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","Group of Computer Graphics, Computer Vision and AI (UGIVIA), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","Research Institute of Health Sciences (IUNICS), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8482-7552","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Group of Computer Graphics, Computer Vision and AI (UGIVIA), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Research Institute of Health Sciences (IUNICS), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I4210138061","https://openalex.org/I50441567"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045452339","display_name":"Jos\u00e9 Mar\u00eda Buades Rubio","orcid":"https://orcid.org/0000-0002-6137-9558"},"institutions":[{"id":"https://openalex.org/I4210138061","display_name":"Research Institute of Health Sciences","ror":"https://ror.org/03nmxrr49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210138061"]},{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Buades-Rubio","raw_affiliation_strings":["Department of Mathematics and Computer Science, Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","Group of Computer Graphics, Computer Vision and AI (UGIVIA), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","Research Institute of Health Sciences (IUNICS), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6137-9558","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Group of Computer Graphics, Computer Vision and AI (UGIVIA), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Research Institute of Health Sciences (IUNICS), Universitat de les Illes Balears (UIB), Carretera de Valldemossa, km 7.5, Palma, 07122, Illes Balears, Spain","institution_ids":["https://openalex.org/I4210138061","https://openalex.org/I50441567"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091067616"],"corresponding_institution_ids":["https://openalex.org/I4210138061","https://openalex.org/I50441567"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":5.3554,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.96224154,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"83","issue":"38","first_page":"85725","last_page":"85753"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9872999787330627,"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/T10057","display_name":"Face and Expression Recognition","score":0.9793999791145325,"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":0.8740168809890747},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.6057990193367004},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.5688319802284241},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5419036746025085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48896682262420654},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3283535838127136},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.29371005296707153},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.29176753759384155}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8740168809890747},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.6057990193367004},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.5688319802284241},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5419036746025085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48896682262420654},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3283535838127136},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.29371005296707153},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.29176753759384155},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-024-20090-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-20090-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-20090-5.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11042-024-20090-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-20090-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-20090-5.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G350797688","display_name":null,"funder_award_id":"Grant PID2019-104829RA-I00 funded by MCIN/ AEI /10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5001801971","display_name":null,"funder_award_id":"Grant PID2022-136779OB-C32 funded by MCIN/AEI/ 10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320331677","display_name":"Govern de les Illes Balears","ror":"https://ror.org/04qjbkj27"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401965742.pdf"},"referenced_works_count":75,"referenced_works":["https://openalex.org/W1573760330","https://openalex.org/W1588539311","https://openalex.org/W1821584645","https://openalex.org/W1966797434","https://openalex.org/W1995790706","https://openalex.org/W2033773055","https://openalex.org/W2087681821","https://openalex.org/W2095031007","https://openalex.org/W2097117768","https://openalex.org/W2101545465","https://openalex.org/W2103943262","https://openalex.org/W2118246710","https://openalex.org/W2133059825","https://openalex.org/W2138521251","https://openalex.org/W2159017231","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2195207531","https://openalex.org/W2280426979","https://openalex.org/W2282821441","https://openalex.org/W2343204383","https://openalex.org/W2426188534","https://openalex.org/W2505359885","https://openalex.org/W2531409750","https://openalex.org/W2738724892","https://openalex.org/W2769140807","https://openalex.org/W2780309588","https://openalex.org/W2795373741","https://openalex.org/W2799041689","https://openalex.org/W2799930024","https://openalex.org/W2891503716","https://openalex.org/W2905375309","https://openalex.org/W2911293880","https://openalex.org/W2912483755","https://openalex.org/W2951134183","https://openalex.org/W2954503794","https://openalex.org/W2955557105","https://openalex.org/W2962772482","https://openalex.org/W2962860144","https://openalex.org/W2970101294","https://openalex.org/W2981731882","https://openalex.org/W2982083293","https://openalex.org/W3011152192","https://openalex.org/W3012115983","https://openalex.org/W3025830159","https://openalex.org/W3043118946","https://openalex.org/W3048297990","https://openalex.org/W3098596645","https://openalex.org/W3108662714","https://openalex.org/W3112492866","https://openalex.org/W3122663073","https://openalex.org/W3124054989","https://openalex.org/W3125650202","https://openalex.org/W3129717984","https://openalex.org/W3132219808","https://openalex.org/W3137030179","https://openalex.org/W3137888317","https://openalex.org/W3153140985","https://openalex.org/W3161384586","https://openalex.org/W3183198896","https://openalex.org/W3199384803","https://openalex.org/W3206131002","https://openalex.org/W4205425967","https://openalex.org/W4220672968","https://openalex.org/W4225127342","https://openalex.org/W4283159491","https://openalex.org/W4297678861","https://openalex.org/W4310572212","https://openalex.org/W4311593456","https://openalex.org/W4382874360","https://openalex.org/W4386242024","https://openalex.org/W4386825163","https://openalex.org/W4390994873","https://openalex.org/W4393035433","https://openalex.org/W4399373301"],"related_works":["https://openalex.org/W2642127892","https://openalex.org/W4205986151","https://openalex.org/W2355913164","https://openalex.org/W1153638794","https://openalex.org/W2168968280","https://openalex.org/W2116055069","https://openalex.org/W2162992774","https://openalex.org/W4323520705","https://openalex.org/W2356663679","https://openalex.org/W2169777806"],"abstract_inverted_index":{"Abstract":[0],"Facial":[1],"expression":[2,126,219],"recognition":[3],"is":[4,22,156],"vital":[5],"for":[6,72,114,124,200],"human":[7,28,42,215],"behavior":[8],"analysis,":[9],"and":[10,41,54,87,98,101,110,127,146,162,176,206,216],"deep":[11,38],"learning":[12],"has":[13],"enabled":[14],"models":[15,130,161,203,207],"that":[16],"can":[17],"outperform":[18],"humans.":[19],"However,":[20],"it":[21],"unclear":[23],"how":[24],"closely":[25],"they":[26],"mimic":[27],"processing.":[29],"This":[30],"study":[31],"aims":[32],"to":[33,65,91,120,140],"explore":[34],"the":[35,73,154,184,192,225],"similarity":[36,136],"between":[37,214],"neural":[39],"networks":[40,75],"perception":[43],"by":[44],"comparing":[45,89],"twelve":[46,74],"different":[47],"networks,":[48],"including":[49],"both":[50,85],"general":[51],"object":[52],"classifiers":[53],"FER-specific":[55],"models.":[56],"We":[57,81,104,116],"employ":[58],"an":[59],"innovative":[60],"global":[61],"explainable":[62],"AI":[63,217],"method":[64],"generate":[66,117],"heatmaps,":[67],"revealing":[68],"crucial":[69],"facial":[70,79,151,218,232],"regions":[71,123],"trained":[76],"on":[77,96],"six":[78],"expressions.":[80,163],"assess":[82],"these":[83],"results":[84],"quantitatively":[86],"qualitatively,":[88],"them":[90],"ground":[92],"truth":[93],"masks":[94],"based":[95],"Friesen":[97],"Ekman\u2019s":[99],"description":[100],"among":[102],"them.":[103],"use":[105],"Intersection":[106],"over":[107],"Union":[108],"(IoU)":[109],"normalized":[111,193],"correlation":[112,194],"coefficients":[113],"comparisons.":[115],"72":[118],"heatmaps":[119,138],"highlight":[121],"critical":[122],"each":[125],"architecture.":[128],"Qualitatively,":[129],"with":[131,191,204,221],"pre-trained":[132],"weights":[133],"show":[134],"more":[135],"in":[137],"compared":[139],"those":[141],"without":[142,208],"pre-training.":[143,209],"Specifically,":[144],"eye":[145],"nose":[147],"areas":[148],"influence":[149],"certain":[150],"expressions,":[152],"while":[153,183],"mouth":[155],"consistently":[157],"important":[158],"across":[159,173],"all":[160,174],"Quantitatively,":[164],"we":[165],"find":[166],"low":[167],"average":[168],"IoU":[169],"values":[170],"(avg.":[171],"0.2702)":[172],"expressions":[175],"architectures.":[177],"The":[178],"best-performing":[179],"architecture":[180],"averages":[181,187],"0.3269,":[182],"worst-performing":[185],"one":[186],"0.2066.":[188],"Dendrograms,":[189],"built":[190],"coefficient,":[195],"reveal":[196],"two":[197],"main":[198],"clusters":[199],"most":[201],"expressions:":[202],"pre-training":[205],"Findings":[210],"suggest":[211],"limited":[212],"alignment":[213],"recognition,":[220],"network":[222],"architectures":[223,229],"influencing":[224],"similarity,":[226],"as":[227],"similar":[228,231],"prioritize":[230],"regions.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":7}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}