{"id":"https://openalex.org/W1984606274","doi":"https://doi.org/10.1109/tfuzz.2014.2336263","title":"A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data","display_name":"A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data","publication_year":2014,"publication_date":"2014-09-12","ids":{"openalex":"https://openalex.org/W1984606274","doi":"https://doi.org/10.1109/tfuzz.2014.2336263","mag":"1984606274"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2014.2336263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2014.2336263","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://academica-e.unavarra.es/bitstreams/5cf2f020-a58c-4549-a05b-3105a641a819/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008307290","display_name":"Jos\u00e9 Sanz","orcid":"https://orcid.org/0000-0002-1427-9909"},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad P\u00fablica de Navarra (UPNA)","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Antonio Sanz","raw_affiliation_strings":["Department of Autom\u00e1tica y Computaci\u00f3n, Universidad Publica de Navarra, Pamplona, Spain","Department of Automatica y Computacion, Universidad Publica de Navarra, Pamplona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Autom\u00e1tica y Computaci\u00f3n, Universidad Publica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]},{"raw_affiliation_string":"Department of Automatica y Computacion, Universidad Publica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071701049","display_name":"Dario Bernardo","orcid":null},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dario Bernardo","raw_affiliation_strings":["Computational Intelligence Centre, University of Essex, Colchester, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Intelligence Centre, University of Essex, Colchester, U.K","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045016749","display_name":"Francisco Herrera","orcid":"https://orcid.org/0000-0002-7283-312X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Herrera","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, Research Center on Information and Communications Technology, University of Granada, Granada, Spain","University of Granada. Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Research Center on Information and Communications Technology, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"University of Granada. Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049375194","display_name":"Humberto Bustince","orcid":"https://orcid.org/0000-0002-1279-6195"},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad P\u00fablica de Navarra (UPNA)","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Humberto Bustince","raw_affiliation_strings":["Department of Autom\u00e1tica y Computaci\u00f3n, Universidad Publica de Navarra, Pamplona, Spain","Department of Automatica y Computacion, Universidad Publica de Navarra, Pamplona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Autom\u00e1tica y Computaci\u00f3n, Universidad Publica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]},{"raw_affiliation_string":"Department of Automatica y Computacion, Universidad Publica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041176153","display_name":"Hani Hagras","orcid":"https://orcid.org/0000-0002-2818-5292"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hani Hagras","raw_affiliation_strings":["Computational Intelligence Centre, University of Essex, Colchester, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Intelligence Centre, University of Essex, Colchester, U.K","institution_ids":["https://openalex.org/I110002522"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.2268,"has_fulltext":true,"cited_by_count":171,"citation_normalized_percentile":{"value":0.99350115,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"23","issue":"4","first_page":"973","last_page":"990"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.5346201062202454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5271855592727661},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4990427494049072},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.49039149284362793},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4848076403141022},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.46549805998802185},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4441152811050415},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4282539486885071},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42324966192245483},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4170108437538147},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.41550368070602417},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3335379958152771},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3172571063041687}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5346201062202454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5271855592727661},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4990427494049072},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49039149284362793},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4848076403141022},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.46549805998802185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4441152811050415},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4282539486885071},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42324966192245483},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4170108437538147},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.41550368070602417},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3335379958152771},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3172571063041687},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tfuzz.2014.2336263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2014.2336263","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:academica-e.unavarra.es:2454/17689","is_oa":true,"landing_page_url":"https://hdl.handle.net/2454/17689","pdf_url":"https://academica-e.unavarra.es/bitstreams/5cf2f020-a58c-4549-a05b-3105a641a819/download","source":{"id":"https://openalex.org/S4306402560","display_name":"Academica-e (Universidad P\u00fablica de Navarra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I175051016","host_organization_name":"Universidad P\u00fablica de Navarra (UPNA)","host_organization_lineage":["https://openalex.org/I175051016"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/acceptedVersion"},{"id":"pmh:oai:digibug.ugr.es:10481/64939","is_oa":true,"landing_page_url":"http://hdl.handle.net/10481/64939","pdf_url":null,"source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:academica-e.unavarra.es:2454/17689","is_oa":true,"landing_page_url":"https://hdl.handle.net/2454/17689","pdf_url":"https://academica-e.unavarra.es/bitstreams/5cf2f020-a58c-4549-a05b-3105a641a819/download","source":{"id":"https://openalex.org/S4306402560","display_name":"Academica-e (Universidad P\u00fablica de Navarra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I175051016","host_organization_name":"Universidad P\u00fablica de Navarra (UPNA)","host_organization_lineage":["https://openalex.org/I175051016"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/acceptedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G340264192","display_name":null,"funder_award_id":"TIN2013-40765-P","funder_id":"https://openalex.org/F4320323737","funder_display_name":"Ministerio de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G6300441494","display_name":null,"funder_award_id":"TIN2011-28488","funder_id":"https://openalex.org/F4320323737","funder_display_name":"Ministerio de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G937017603","display_name":null,"funder_award_id":"21589","funder_id":"https://openalex.org/F4320322322","funder_display_name":"King Abdulaziz University"}],"funders":[{"id":"https://openalex.org/F4320311731","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06"},{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"},{"id":"https://openalex.org/F4320323737","display_name":"Ministerio de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320323834","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1984606274.pdf","grobid_xml":"https://content.openalex.org/works/W1984606274.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W184846395","https://openalex.org/W230675466","https://openalex.org/W259338706","https://openalex.org/W615852558","https://openalex.org/W1487758308","https://openalex.org/W1506281249","https://openalex.org/W1514048016","https://openalex.org/W1547039882","https://openalex.org/W1560588847","https://openalex.org/W1565746575","https://openalex.org/W1565902586","https://openalex.org/W1588282782","https://openalex.org/W1941659294","https://openalex.org/W1964874140","https://openalex.org/W1965895350","https://openalex.org/W1975503090","https://openalex.org/W1981107087","https://openalex.org/W1984712439","https://openalex.org/W1988053196","https://openalex.org/W1995123739","https://openalex.org/W2012079387","https://openalex.org/W2014588220","https://openalex.org/W2036430002","https://openalex.org/W2038705219","https://openalex.org/W2040661907","https://openalex.org/W2065455158","https://openalex.org/W2068283474","https://openalex.org/W2068402605","https://openalex.org/W2070808135","https://openalex.org/W2079492342","https://openalex.org/W2083933176","https://openalex.org/W2093620744","https://openalex.org/W2096451472","https://openalex.org/W2097346619","https://openalex.org/W2097460058","https://openalex.org/W2102675003","https://openalex.org/W2105429025","https://openalex.org/W2106136950","https://openalex.org/W2111466135","https://openalex.org/W2116045940","https://openalex.org/W2117827905","https://openalex.org/W2121044470","https://openalex.org/W2122558540","https://openalex.org/W2125055259","https://openalex.org/W2131429285","https://openalex.org/W2140190241","https://openalex.org/W2140460921","https://openalex.org/W2144832785","https://openalex.org/W2146194630","https://openalex.org/W2146713522","https://openalex.org/W2148143831","https://openalex.org/W2150088099","https://openalex.org/W2155976821","https://openalex.org/W2164330572","https://openalex.org/W2164341120","https://openalex.org/W2164400088","https://openalex.org/W2165466912","https://openalex.org/W2165643853","https://openalex.org/W2171213208","https://openalex.org/W2171770134","https://openalex.org/W2232413208","https://openalex.org/W2481003398","https://openalex.org/W2540311239","https://openalex.org/W2799061466","https://openalex.org/W2912565176","https://openalex.org/W3204616723","https://openalex.org/W4211007335","https://openalex.org/W4233658823","https://openalex.org/W4244494905","https://openalex.org/W4245608963","https://openalex.org/W6607458260","https://openalex.org/W6608939772","https://openalex.org/W6678230397","https://openalex.org/W6678449394"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W3041827036","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928"],"abstract_inverted_index":{"The":[0,172],"current":[1],"financial":[2,38,54,108,144,212],"crisis":[3],"has":[4],"stressed":[5],"the":[6,27,30,35,65,102,133,138,143,159,165,169,192,198,218,222,234,244,254,258,262],"need":[7,49,149],"to":[8,16,33,50,180,240],"obtain":[9],"more":[10,290],"accurate":[11,291],"prediction":[12,105,116],"models":[13,286],"in":[14,37,64,164,168,191],"order":[15],"decrease":[17],"risk":[18],"when":[19,270],"investing":[20],"money":[21],"on":[22,84],"economic":[23],"opportunities.":[24],"In":[25,68],"addition,":[26],"transparency":[28],"of":[29,106,122,130,132,162,200],"process":[31],"followed":[32],"make":[34],"decisions":[36],"applications":[39],"is":[40,47,82,174,248],"becoming":[41],"an":[42,206],"important":[43],"issue.":[44],"Furthermore,":[45,137,253],"there":[46],"a":[48,73,119,127,178,249],"handle":[51,181],"real-world":[52,107,211],"imbalanced":[53,145],"datasets":[55,146],"without":[56],"using":[57,118,274],"sampling":[58,154],"techniques":[59],"that":[60,183,217,232,287],"might":[61],"introduce":[62],"noise":[63,163],"used":[66,167],"data.":[67],"this":[69],"paper,":[70],"we":[71,203],"present":[72,205],"compact":[74],"evolutionary":[75],"interval-valued":[76,85,229],"fuzzy":[77,86,124,189,230,250],"rule-based":[78,87],"classification":[79,88],"system,":[80],"which":[81,247],"based":[83],"system":[89,112,140,173,220],"with":[90,142,147,177,272],"tuning":[91],"and":[92,104,228,243,265,282],"rule":[93,190,194],"selection":[94],"(IVTURS":[95],"<sub":[96],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[97],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">FA":[98],"RC-HD</sub>":[99],")":[100],"for":[101,150],"modeling":[103],"applications.":[109],"This":[110],"proposed":[111,139,219,255],"allows":[113],"obtaining":[114,289],"good":[115],"accuracies":[117],"small":[120],"set":[121],"short":[123],"rules":[125],"implying":[126],"high":[128],"degree":[129],"interpretability":[131],"generated":[134,193],"linguistic":[135],"model.":[136],"deals":[141],"no":[148],"any":[151,188],"preprocessing":[152,280],"or":[153],"method":[155,256],"and,":[156],"thus,":[157],"avoiding":[158],"accidental":[160],"introduction":[161],"data":[166,242],"learning":[170],"process.":[171],"also":[175],"provided":[176],"mechanism":[179],"examples":[182],"are":[184],"not":[185],"covered":[186],"by":[187,261],"base.":[195],"To":[196],"test":[197],"quality":[199],"our":[201,277],"proposal,":[202],"will":[204,215],"experimental":[207],"study":[208],"including":[209],"11":[210],"datasets.":[213],"We":[214],"show":[216],"outperforms":[221],"original":[223,245],"C4.5":[224],"decision":[225],"tree,":[226],"type-1,":[227],"counterparts":[231],"use":[233],"synthetic":[235],"minority":[236],"oversampling":[237],"technique":[238],"(SMOTE)":[239],"preprocess":[241],"FURIA,":[246],"approximative":[251],"classifier.":[252],"enhances":[257],"results":[259,269],"achieved":[260],"cost-sensitive":[263],"C4.5,":[264],"it":[266,283],"gives":[267],"competitive":[268],"compared":[271],"FURIA":[273],"SMOTE,":[275],"while":[276],"proposal":[278],"avoids":[279],"techniques,":[281],"provides":[284],"interpretable":[285],"allow":[288],"results.":[292]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}