{"id":"https://openalex.org/W2528144111","doi":"https://doi.org/10.1109/tcyb.2016.2611020","title":"A New Kind of Nonparametric Test for Statistical Comparison of Multiple Classifiers Over Multiple Datasets","display_name":"A New Kind of Nonparametric Test for Statistical Comparison of Multiple Classifiers Over Multiple Datasets","publication_year":2016,"publication_date":"2016-10-03","ids":{"openalex":"https://openalex.org/W2528144111","doi":"https://doi.org/10.1109/tcyb.2016.2611020","mag":"2528144111","pmid":"https://pubmed.ncbi.nlm.nih.gov/28113414"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2016.2611020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2016.2611020","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100701158","display_name":"Zhiwen Yu","orcid":"https://orcid.org/0000-0002-0935-5890"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Zhiwen Yu","raw_affiliation_strings":["Hong Kong Baptist University, Hong Kong","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0935-5890","affiliations":[{"raw_affiliation_string":"Hong Kong Baptist University, Hong Kong","institution_ids":["https://openalex.org/I141568987"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404742","display_name":"Zhiqiang Wang","orcid":"https://orcid.org/0000-0002-9508-7019"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Wang","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045562050","display_name":"Jane You","orcid":"https://orcid.org/0000-0002-8181-4836"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jane You","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114376575","display_name":"Jiming Liu","orcid":"https://orcid.org/0000-0003-1798-5021"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiming Liu","raw_affiliation_strings":["Department of Computer Science, Hong Kong Baptist University, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hong Kong Baptist University, Hong Kong","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014196059","display_name":"Hau\u2212San Wong","orcid":"https://orcid.org/0000-0002-1530-7529"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hau-San Wong","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100682155","display_name":"Guoqiang Han","orcid":"https://orcid.org/0000-0002-9687-3900"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqiang Han","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8175,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.94057495,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"47","issue":"12","first_page":"4418","last_page":"4431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9976000189781189,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9900000095367432,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9889000058174133,"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/ranking","display_name":"Ranking (information retrieval)","score":0.801972508430481},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.7354826927185059},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7114888429641724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6858724355697632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.680734395980835},{"id":"https://openalex.org/keywords/ranking-svm","display_name":"Ranking SVM","score":0.6152716279029846},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.548145592212677},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48301634192466736},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4770464301109314},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.41315755248069763},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19912895560264587},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16730371117591858}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.801972508430481},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.7354826927185059},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7114888429641724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6858724355697632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.680734395980835},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.6152716279029846},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.548145592212677},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48301634192466736},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4770464301109314},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.41315755248069763},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19912895560264587},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16730371117591858},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2016.2611020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2016.2611020","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:28113414","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28113414","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1165421551","display_name":null,"funder_award_id":"G-YM05","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"},{"id":"https://openalex.org/G124568698","display_name":null,"funder_award_id":"D2153950","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G1506938743","display_name":null,"funder_award_id":"2016A050503015","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"},{"id":"https://openalex.org/G1882584383","display_name":null,"funder_award_id":"G-YN39","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"},{"id":"https://openalex.org/G2741964290","display_name":null,"funder_award_id":"2016B010127003","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"},{"id":"https://openalex.org/G3191098097","display_name":null,"funder_award_id":"61332002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3845942108","display_name":null,"funder_award_id":"2014G0007","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4596150730","display_name":null,"funder_award_id":"2016B090918042","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"},{"id":"https://openalex.org/G5033022664","display_name":null,"funder_award_id":"61502173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5534731291","display_name":"\u57fa\u4e8e\u884d\u751f\u8ddd\u79bb\u6570\u5b66\u6a21\u578b\u7684\u534a\u76d1\u7763\u805a\u7c7b\u96c6\u6210\u7814\u7a76","funder_award_id":"61572199","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6371200738","display_name":null,"funder_award_id":"2015PT016","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8220548088","display_name":null,"funder_award_id":"61502174","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8556303986","display_name":null,"funder_award_id":"2015A050502011","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"},{"id":"https://openalex.org/G8845867371","display_name":null,"funder_award_id":"61300044","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8927398668","display_name":"\u57fa\u4e8e\u591a\u7ebf\u6027\u5b50\u7a7a\u95f4\u5206\u6790\u7684\u89c6\u9891\u7279\u5f81\u538b\u7f29\u8868\u793a\u53ca\u5e94\u7528\u7814\u7a76","funder_award_id":"61472145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"},{"id":"https://openalex.org/F4320324202","display_name":"Guangdong Science and Technology Department","ror":"https://ror.org/00tjzgn92"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":89,"referenced_works":["https://openalex.org/W108703714","https://openalex.org/W579662085","https://openalex.org/W629338568","https://openalex.org/W1565746575","https://openalex.org/W1919721856","https://openalex.org/W1964832275","https://openalex.org/W1964874140","https://openalex.org/W1972702299","https://openalex.org/W1974758710","https://openalex.org/W1979363507","https://openalex.org/W1982851590","https://openalex.org/W1987839426","https://openalex.org/W1988592429","https://openalex.org/W1992384122","https://openalex.org/W1997996331","https://openalex.org/W1999077402","https://openalex.org/W2004811928","https://openalex.org/W2004992275","https://openalex.org/W2016944307","https://openalex.org/W2017454556","https://openalex.org/W2025126377","https://openalex.org/W2025886727","https://openalex.org/W2029257328","https://openalex.org/W2035348005","https://openalex.org/W2036893104","https://openalex.org/W2037064517","https://openalex.org/W2042476863","https://openalex.org/W2049736842","https://openalex.org/W2056531506","https://openalex.org/W2058162228","https://openalex.org/W2059700429","https://openalex.org/W2061554433","https://openalex.org/W2064039105","https://openalex.org/W2064192055","https://openalex.org/W2070960409","https://openalex.org/W2073678701","https://openalex.org/W2074068438","https://openalex.org/W2074698497","https://openalex.org/W2077654972","https://openalex.org/W2079598971","https://openalex.org/W2089514923","https://openalex.org/W2096166399","https://openalex.org/W2097994458","https://openalex.org/W2098493663","https://openalex.org/W2099984621","https://openalex.org/W2104626092","https://openalex.org/W2104977383","https://openalex.org/W2105268089","https://openalex.org/W2108949035","https://openalex.org/W2109566206","https://openalex.org/W2121044470","https://openalex.org/W2123432324","https://openalex.org/W2128030160","https://openalex.org/W2132450919","https://openalex.org/W2133990480","https://openalex.org/W2137180616","https://openalex.org/W2147564534","https://openalex.org/W2148141375","https://openalex.org/W2150200997","https://openalex.org/W2150757437","https://openalex.org/W2155080527","https://openalex.org/W2155640378","https://openalex.org/W2156773695","https://openalex.org/W2159091719","https://openalex.org/W2160437295","https://openalex.org/W2163951418","https://openalex.org/W2165466912","https://openalex.org/W2165844313","https://openalex.org/W2182722412","https://openalex.org/W2262682506","https://openalex.org/W2358843920","https://openalex.org/W2416590358","https://openalex.org/W2462401346","https://openalex.org/W2470446127","https://openalex.org/W2494612546","https://openalex.org/W2499292135","https://openalex.org/W2500055019","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W3049387212","https://openalex.org/W4212883601","https://openalex.org/W4235358875","https://openalex.org/W4241069978","https://openalex.org/W4245608963","https://openalex.org/W4255240758","https://openalex.org/W4298345797","https://openalex.org/W6633774736","https://openalex.org/W6678230397","https://openalex.org/W6723302322"],"related_works":["https://openalex.org/W1984881833","https://openalex.org/W2315491162","https://openalex.org/W2562198007","https://openalex.org/W2368840343","https://openalex.org/W2370100764","https://openalex.org/W4297816538","https://openalex.org/W2187479119","https://openalex.org/W2073542340","https://openalex.org/W2031468273","https://openalex.org/W4307011114"],"abstract_inverted_index":{"Nonparametric":[0],"statistical":[1],"analysis,":[2],"such":[3],"as":[4],"the":[5,30,40,49,55,61,66,69,73,83,86,106,110,116,127,130,138,143,150,153,157,174,177],"Friedman":[6],"test":[7],"(FT),":[8],"is":[9,46,123],"gaining":[10],"more":[11,13],"and":[12,115],"attention":[14],"due":[15],"to":[16,125],"its":[17],"useful":[18],"applications":[19],"in":[20,89],"a":[21,120,135],"lot":[22],"of":[23,32,57,68,85,101,129,137,152,176],"experimental":[24],"studies.":[25],"However,":[26],"traditional":[27],"FT":[28],"for":[29,149],"comparison":[31,151],"multiple":[33],"learning":[34,58,74,87,154],"algorithms":[35,59,75,88],"on":[36,48,60,76,142,167],"different":[37],"datasets":[38],"adopts":[39],"naive":[41],"ranking":[42,45,102,108,112,132,145],"approach.":[43],"The":[44,171],"based":[47,141],"average":[50],"accuracy":[51],"values":[52],"obtained":[53,71],"by":[54,72],"set":[56,136],"datasets,":[62],"which":[63,104],"neither":[64],"considers":[65],"differences":[67],"results":[70],"each":[77,90],"dataset":[78],"nor":[79],"takes":[80],"into":[81],"account":[82],"performance":[84],"run.":[91],"In":[92],"this":[93],"paper,":[94],"we":[95],"will":[96],"first":[97],"propose":[98],"three":[99],"kinds":[100],"approaches,":[103],"are":[105,147,160],"weighted":[107,117],"approach,":[109],"global":[111],"approach":[113],"(GRA),":[114],"GRA.":[118],"Then,":[119],"theoretical":[121],"analysis":[122],"performed":[124],"explore":[126],"properties":[128],"proposed":[131,144],"approaches.":[133],"Next,":[134],"modified":[139,158,178],"FTs":[140,159],"approaches":[146,166],"designed":[148],"algorithms.":[155],"Finally,":[156],"evaluated":[161],"through":[162],"six":[163],"classifier":[164],"ensemble":[165],"34":[168],"real-world":[169],"datasets.":[170],"experiments":[172],"show":[173],"effectiveness":[175],"FTs.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
