{"id":"https://openalex.org/W3092046779","doi":"https://doi.org/10.1109/access.2020.3029562","title":"A Concrete Dam Deformation Prediction Method Based on LSTM With Attention Mechanism","display_name":"A Concrete Dam Deformation Prediction Method Based on LSTM With Attention Mechanism","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3092046779","doi":"https://doi.org/10.1109/access.2020.3029562","mag":"3092046779"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3029562","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029562","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09217601.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/ielx7/6287639/8948470/09217601.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088907808","display_name":"Dashan Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dashan Yang","raw_affiliation_strings":["College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084566288","display_name":"Chongshi Gu","orcid":"https://orcid.org/0000-0002-0782-7196"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongshi Gu","raw_affiliation_strings":["College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-0782-7196","affiliations":[{"raw_affiliation_string":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071023900","display_name":"Yantao Zhu","orcid":"https://orcid.org/0000-0001-8066-0794"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yantao Zhu","raw_affiliation_strings":["College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-8066-0794","affiliations":[{"raw_affiliation_string":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079863650","display_name":"Bo Dai","orcid":"https://orcid.org/0000-0003-4992-9972"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Dai","raw_affiliation_strings":["College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432233","display_name":"Kang Zhang","orcid":"https://orcid.org/0000-0002-4594-5599"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Zhang","raw_affiliation_strings":["College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4594-5599","affiliations":[{"raw_affiliation_string":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029694880","display_name":"Zhiduan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiduan Zhang","raw_affiliation_strings":["College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100734439","display_name":"Bo Li","orcid":"https://orcid.org/0000-0002-7181-7662"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5088907808"],"corresponding_institution_ids":["https://openalex.org/I163340411"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.8516,"has_fulltext":true,"cited_by_count":84,"citation_normalized_percentile":{"value":0.96707456,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"185177","last_page":"185186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12022","display_name":"Hydraulic flow and structures","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.762024998664856},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7322428226470947},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.6562694311141968},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5675528049468994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5651747584342957},{"id":"https://openalex.org/keywords/deformation-monitoring","display_name":"Deformation monitoring","score":0.5572021007537842},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4610942602157593},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.4596755802631378},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.45585402846336365},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4505695104598999},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.4499111473560333},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.38392549753189087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3789776861667633},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36814698576927185},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19063615798950195},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09804192185401917}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.762024998664856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7322428226470947},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.6562694311141968},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5675528049468994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5651747584342957},{"id":"https://openalex.org/C136428324","wikidata":"https://www.wikidata.org/wiki/Q838414","display_name":"Deformation monitoring","level":3,"score":0.5572021007537842},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4610942602157593},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.4596755802631378},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45585402846336365},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4505695104598999},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.4499111473560333},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.38392549753189087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3789776861667633},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36814698576927185},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19063615798950195},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09804192185401917},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3029562","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029562","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09217601.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:04589295b9fe46009aa043d9d69d7857","is_oa":true,"landing_page_url":"https://doaj.org/article/04589295b9fe46009aa043d9d69d7857","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 8, Pp 185177-185186 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3029562","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029562","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09217601.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":[],"awards":[{"id":"https://openalex.org/G1207025571","display_name":null,"funder_award_id":"YS11001","funder_id":"https://openalex.org/F4320335440","funder_display_name":"Natural Science Research of Jiangsu Higher Education Institutions of China"},{"id":"https://openalex.org/G1357294438","display_name":null,"funder_award_id":"YS11001","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G1981001927","display_name":null,"funder_award_id":"Grant 51909173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3628432568","display_name":null,"funder_award_id":"51909173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3765193184","display_name":null,"funder_award_id":"Grant YS11001","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G4159985921","display_name":null,"funder_award_id":"Grant 51739003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5495551430","display_name":null,"funder_award_id":"51739003","funder_id":"https://openalex.org/F4320325564","funder_display_name":"Hohai University"},{"id":"https://openalex.org/G5646956742","display_name":null,"funder_award_id":"YS11001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8029200188","display_name":null,"funder_award_id":"51739003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8593123659","display_name":null,"funder_award_id":"B200201058","funder_id":"https://openalex.org/F4320325564","funder_display_name":"Hohai University"},{"id":"https://openalex.org/G8977761608","display_name":null,"funder_award_id":"B200201058","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/F4320325564","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90"},{"id":"https://openalex.org/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null},{"id":"https://openalex.org/F4320335440","display_name":"Natural Science Research of Jiangsu Higher Education Institutions of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092046779.pdf","grobid_xml":"https://content.openalex.org/works/W3092046779.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W194249466","https://openalex.org/W1522301498","https://openalex.org/W1904365287","https://openalex.org/W2064675550","https://openalex.org/W2076063813","https://openalex.org/W2107878631","https://openalex.org/W2133564696","https://openalex.org/W2383609958","https://openalex.org/W2391155029","https://openalex.org/W2941611664","https://openalex.org/W2947517803","https://openalex.org/W2952942430","https://openalex.org/W2964121744","https://openalex.org/W2964308564","https://openalex.org/W2982450503","https://openalex.org/W2996087009","https://openalex.org/W3010847666","https://openalex.org/W3022440522","https://openalex.org/W3028189778","https://openalex.org/W4285719527","https://openalex.org/W6631190155","https://openalex.org/W6640036494","https://openalex.org/W6679434410"],"related_works":["https://openalex.org/W4298017035","https://openalex.org/W3128220493","https://openalex.org/W2792147139","https://openalex.org/W3110700750","https://openalex.org/W2998675825","https://openalex.org/W4226354336","https://openalex.org/W4394636190","https://openalex.org/W2736804899","https://openalex.org/W2897443685","https://openalex.org/W4307654087"],"abstract_inverted_index":{"Dams":[0],"are":[1,16],"the":[2,8,21,30,35,42,49,52,58,70,77,90,112,121,133,142,152,157,166,181,187,196,207],"main":[3],"water":[4],"retaining":[5],"structures":[6],"in":[7,69,106,116,127,205],"hydraulic":[9,22],"engineering":[10,26],"field.":[11],"Safe":[12],"operations":[13],"of":[14,24,34,51,60,72,94,186,201,213],"dams":[15,215],"important":[17],"foundations":[18],"to":[19,109,155,179],"ensure":[20],"functionalities":[23],"these":[25,95],"structures.":[27],"Deformation,":[28],"as":[29,87,89],"most":[31],"intuitive":[32],"feature":[33],"dams'":[36],"operation":[37],"behaviors,":[38],"can":[39,130,231],"comprehensively":[40],"reflect":[41],"dam":[43,53,73,81,117],"structural":[44],"states.":[45],"In":[46,147],"this":[47,98,128,149,202],"case,":[48],"analysis":[50],"prototype":[54],"deformation":[55,82,118,122,211],"data":[56],"and":[57,83,119,136,175,184,226],"establishment":[59],"a":[61],"real-time":[62],"prediction":[63,212],"model":[64,190,204],"become":[65],"frontier":[66],"research":[67],"contents":[68],"field":[71],"safety":[74],"monitoring.":[75],"Considering":[76],"multi-nonlinear":[78],"relationships":[79],"between":[80],"relative":[84],"influential":[85,96],"factors":[86],"well":[88],"time":[91,209],"lag":[92],"effect":[93],"factors,":[97],"article":[99],"adopts":[100,151],"long-short-term":[101],"memory":[102,177],"(LSTM)":[103],"network":[104,145],"algorithm":[105,169],"deep":[107],"learning":[108,182],"deal":[110],"with":[111],"long-term":[113],"dependence":[114],"existing":[115],"explore":[120],"law.":[123],"The":[124,189,199],"method":[125],"proposed":[126,203],"work":[129,150],"effectively":[131],"avoid":[132],"gradient":[134,137],"disappearance":[135],"explosion":[138],"problems":[139],"by":[140,194,218],"using":[141],"recurrent":[143],"neural":[144],"(RNN).":[146],"addition,":[148],"Attention":[153],"mechanism":[154],"screen":[156],"information":[158],"that":[159,170],"has":[160,171],"significant":[161],"influence":[162],"on":[163],"deformation,":[164],"combining":[165],"Adam":[167],"optimization":[168],"high":[172],"calculation":[173],"efficiency":[174],"low":[176],"requirement":[178],"improves":[180],"accuracy":[183],"speed":[185],"LSTM.":[188],"overfitting":[191],"is":[192,216],"avoided":[193],"applying":[195],"Dropout":[197],"mechanism.":[198],"effectiveness":[200],"studing":[206],"long":[208],"series":[210],"concrete":[214],"confirmed":[217],"case":[219],"studies,":[220],"whose":[221],"MSE":[222],"(mean":[223],"square":[224],"error)":[225],"other":[227],"4":[228],"error":[229],"indexes":[230],"be":[232],"reduced.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
