{"id":"https://openalex.org/W4388627365","doi":"https://doi.org/10.1186/s12859-023-05551-2","title":"A novel two-way rebalancing strategy for identifying carbonylation sites","display_name":"A novel two-way rebalancing strategy for identifying carbonylation sites","publication_year":2023,"publication_date":"2023-11-13","ids":{"openalex":"https://openalex.org/W4388627365","doi":"https://doi.org/10.1186/s12859-023-05551-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/37957582"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-023-05551-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05551-2","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05551-2","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05551-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101839412","display_name":"Linjun Chen","orcid":"https://orcid.org/0000-0002-4755-0064"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjun Chen","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029691902","display_name":"Xiao\u2010Yuan Jing","orcid":"https://orcid.org/0000-0002-0392-8475"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210128140","display_name":"Guangdong University of Petrochemical Technology","ror":"https://ror.org/030ffke25","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128140"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiao-Yuan Jing","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Petrochemical Equipment Fault Diagnosis and School of Computer, Guangdong University of Petrochemical Technology, Maoming, China. jingxy_2000@126.com","School of Computer Science, Wuhan University, Wuhan, China. jingxy_2000@126.com","State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China. jingxy_2000@126.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Petrochemical Equipment Fault Diagnosis and School of Computer, Guangdong University of Petrochemical Technology, Maoming, China. jingxy_2000@126.com","institution_ids":["https://openalex.org/I4210128140"]},{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China. jingxy_2000@126.com","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China. jingxy_2000@126.com","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025002742","display_name":"Yaru Hao","orcid":"https://orcid.org/0000-0002-4463-4844"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaru Hao","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431863","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-7908-8476"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012689262","display_name":"Xiaoke Zhu","orcid":"https://orcid.org/0000-0002-0664-1832"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoke Zhu","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University, Kaifeng, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University, Kaifeng, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100750908","display_name":"Wei Han","orcid":"https://orcid.org/0000-0003-3882-1616"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Han","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029691902"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210128140","https://openalex.org/I881766915"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":0.1872,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47338962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"24","issue":"1","first_page":"429","last_page":"429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.8255000114440918,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.8255000114440918,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11884","display_name":"Redox biology and oxidative stress","score":0.07739999890327454,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.005799999926239252,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/carbonylation","display_name":"Carbonylation","score":0.940325140953064},{"id":"https://openalex.org/keywords/protein-carbonylation","display_name":"Protein Carbonylation","score":0.6020862460136414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5850008726119995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5081427097320557},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4404476284980774},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.20690518617630005}],"concepts":[{"id":"https://openalex.org/C168382676","wikidata":"https://www.wikidata.org/wiki/Q900377","display_name":"Carbonylation","level":4,"score":0.940325140953064},{"id":"https://openalex.org/C2911203004","wikidata":"https://www.wikidata.org/wiki/Q105409450","display_name":"Protein Carbonylation","level":4,"score":0.6020862460136414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5850008726119995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5081427097320557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4404476284980774},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.20690518617630005},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.0},{"id":"https://openalex.org/C538909803","wikidata":"https://www.wikidata.org/wiki/Q116907","display_name":"Glutathione","level":3,"score":0.0},{"id":"https://openalex.org/C181199279","wikidata":"https://www.wikidata.org/wiki/Q8047","display_name":"Enzyme","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C512735826","wikidata":"https://www.wikidata.org/wiki/Q2025","display_name":"Carbon monoxide","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011499","descriptor_name":"Protein Processing, Post-Translational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011499","descriptor_name":"Protein Processing, Post-Translational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011499","descriptor_name":"Protein Processing, Post-Translational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D050050","descriptor_name":"Protein Carbonylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D050050","descriptor_name":"Protein Carbonylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D050050","descriptor_name":"Protein Carbonylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-023-05551-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05551-2","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05551-2","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:37957582","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37957582","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10644465","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10644465","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10644465/pdf/12859_2023_Article_5551.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:47d06a01a29f473384ef47c76069df02","is_oa":true,"landing_page_url":"https://doaj.org/article/47d06a01a29f473384ef47c76069df02","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":"BMC Bioinformatics, Vol 24, Iss 1, Pp 1-16 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12859-023-05551-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05551-2","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05551-2","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/10"},{"display_name":"Peace, Justice and strong institutions","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1295009996","display_name":null,"funder_award_id":"62176069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5659945949","display_name":null,"funder_award_id":"61933013","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/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388627365.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1966748751","https://openalex.org/W1993548347","https://openalex.org/W2008337653","https://openalex.org/W2031235464","https://openalex.org/W2058833671","https://openalex.org/W2064569101","https://openalex.org/W2068618715","https://openalex.org/W2094509624","https://openalex.org/W2098369756","https://openalex.org/W2112408314","https://openalex.org/W2142878546","https://openalex.org/W2149869134","https://openalex.org/W2158508433","https://openalex.org/W2345938495","https://openalex.org/W2475018897","https://openalex.org/W2591620035","https://openalex.org/W2603443522","https://openalex.org/W2751166719","https://openalex.org/W2765811365","https://openalex.org/W2775998237","https://openalex.org/W2789560325","https://openalex.org/W3011722050","https://openalex.org/W3046952127","https://openalex.org/W3082260310","https://openalex.org/W3082760180","https://openalex.org/W3085536450","https://openalex.org/W3140377724","https://openalex.org/W3158402270","https://openalex.org/W3207601856","https://openalex.org/W4214910487","https://openalex.org/W4221111246"],"related_works":["https://openalex.org/W4285234816","https://openalex.org/W1990125034","https://openalex.org/W3209942255","https://openalex.org/W2460513225","https://openalex.org/W2619128443","https://openalex.org/W2031235464","https://openalex.org/W4387077146","https://openalex.org/W2808898301","https://openalex.org/W1895994104","https://openalex.org/W1980291487"],"abstract_inverted_index":{"BACKGROUND:":[0],"As":[1],"an":[2],"irreversible":[3],"post-translational":[4],"modification,":[5],"protein":[6,44,48,62,67,125,205,234],"carbonylation":[7,17,33,49,63,68,91,126,177,206,225,235],"is":[8,22,77],"closely":[9],"related":[10,20],"to":[11,38,146,174,203,223],"many":[12],"diseases":[13],"and":[14,81,118,190],"aging.":[15],"Protein":[16],"prediction":[18,69],"for":[19,123],"patients":[21],"significant,":[23],"which":[24],"can":[25,35,155,183,227],"help":[26],"clinicians":[27],"make":[28],"appropriate":[29],"therapeutic":[30],"schemes.":[31],"Because":[32],"sites":[34,86,141],"be":[36,147],"used":[37],"indicate":[39],"change":[40],"or":[41],"loss":[42],"of":[43,84,90,159,232],"function,":[45],"integrating":[46],"these":[47,61],"site":[50,64],"data":[51,76,226],"has":[52],"been":[53,72],"a":[54,108,131,168,195,198],"promising":[55],"method":[56,134,173],"in":[57],"prediction.":[58],"Based":[59],"on":[60,114,136],"data,":[65],"some":[66],"methods":[70,95],"have":[71,96],"proposed.":[73],"However,":[74],"most":[75],"highly":[78],"class":[79],"imbalanced,":[80],"the":[82,115,157,164,230],"number":[83],"un-carbonylation":[85,150],"greatly":[87],"exceeds":[88],"that":[89,139,212],"sites.":[92,127,151,178,207,236],"Unfortunately,":[93],"existing":[94],"not":[97],"addressed":[98],"this":[99,104],"issue":[100],"adequately.":[101],"RESULTS:":[102],"In":[103,163],"work,":[105],"we":[106,193],"propose":[107],"novel":[109,132],"two-way":[110],"rebalancing":[111],"strategy":[112],"based":[113,135],"attention":[116,137,153],"technique":[117,154],"generative":[119,169,180],"adversarial":[120,170,181],"network":[121,182],"(Carsite_AGan)":[122],"identifying":[124,233],"Specifically,":[128],"Carsite_AGan":[129,166],"proposes":[130],"undersampling":[133],"technology":[138],"allows":[140],"with":[142],"high":[143],"importance":[144],"value":[145,158],"selected":[148],"from":[149],"The":[152,179],"obtain":[156],"each":[160],"sample's":[161],"importance.":[162],"meanwhile,":[165],"designs":[167],"network-based":[171],"oversampling":[172],"generate":[175,184],"high-feasibility":[176,185],"samples":[186],"through":[187],"its":[188],"generator":[189],"discriminator.":[191],"Finally,":[192],"use":[194],"classifier":[196],"like":[197],"nonlinear":[199],"support":[200],"vector":[201],"machine":[202],"identify":[204],"CONCLUSIONS:":[208],"Experimental":[209],"results":[210],"demonstrate":[211],"our":[213,221],"approach":[214,222],"significantly":[215,228],"outperforms":[216],"other":[217],"resampling":[218,224],"methods.":[219],"Using":[220],"improve":[229],"effect":[231]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
