{"id":"https://openalex.org/W4399302403","doi":"https://doi.org/10.3389/frai.2024.1401810","title":"Automatic text classification of drug-induced liver injury using document-term matrix and XGBoost","display_name":"Automatic text classification of drug-induced liver injury using document-term matrix and XGBoost","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4399302403","doi":"https://doi.org/10.3389/frai.2024.1401810","pmid":"https://pubmed.ncbi.nlm.nih.gov/38887604"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2024.1401810","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1401810","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2024.1401810/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/frai.2024.1401810/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035030398","display_name":"Minjun Chen","orcid":"https://orcid.org/0000-0002-6453-2351"},"institutions":[{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]},{"id":"https://openalex.org/I1304557061","display_name":"National Center for Toxicological Research","ror":"https://ror.org/05jmhh281","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1304557061","https://openalex.org/I1320320070"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minjun Chen","raw_affiliation_strings":["Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, United States"],"affiliations":[{"raw_affiliation_string":"Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, United States","institution_ids":["https://openalex.org/I1304557061","https://openalex.org/I1320320070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068335374","display_name":"Yue Wu","orcid":"https://orcid.org/0000-0001-7770-9331"},"institutions":[{"id":"https://openalex.org/I1304557061","display_name":"National Center for Toxicological Research","ror":"https://ror.org/05jmhh281","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1304557061","https://openalex.org/I1320320070"]},{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Wu","raw_affiliation_strings":["Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, United States"],"affiliations":[{"raw_affiliation_string":"Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, United States","institution_ids":["https://openalex.org/I1304557061","https://openalex.org/I1320320070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044015115","display_name":"Byron A. Wingerd","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157790","display_name":"Statistical Research (United States)","ror":"https://ror.org/058eg8775","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157790"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Byron Wingerd","raw_affiliation_strings":["JMP Statistical Discovery LLC, Cary, NC, United States"],"affiliations":[{"raw_affiliation_string":"JMP Statistical Discovery LLC, Cary, NC, United States","institution_ids":["https://openalex.org/I4210157790"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049377184","display_name":"Zhichao Liu","orcid":"https://orcid.org/0000-0002-5376-9003"},"institutions":[{"id":"https://openalex.org/I4210160255","display_name":"Boehringer Ingelheim (United States)","ror":"https://ror.org/05kffp613","country_code":"US","type":"company","lineage":["https://openalex.org/I1330995197","https://openalex.org/I4210160255"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhichao Liu","raw_affiliation_strings":["Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, United States"],"affiliations":[{"raw_affiliation_string":"Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, United States","institution_ids":["https://openalex.org/I4210160255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024782080","display_name":"Joshua Xu","orcid":"https://orcid.org/0000-0001-5313-5847"},"institutions":[{"id":"https://openalex.org/I1304557061","display_name":"National Center for Toxicological Research","ror":"https://ror.org/05jmhh281","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1304557061","https://openalex.org/I1320320070"]},{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Xu","raw_affiliation_strings":["Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, United States"],"affiliations":[{"raw_affiliation_string":"Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, United States","institution_ids":["https://openalex.org/I1304557061","https://openalex.org/I1320320070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070704034","display_name":"Shraddha Thakkar","orcid":"https://orcid.org/0000-0002-2920-7713"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shraddha Thakkar","raw_affiliation_strings":["Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR, United States"],"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR, United States","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114172104","display_name":"Thomas J. Pedersen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157790","display_name":"Statistical Research (United States)","ror":"https://ror.org/058eg8775","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157790"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas J. Pedersen","raw_affiliation_strings":["JMP Statistical Discovery LLC, Cary, NC, United States"],"affiliations":[{"raw_affiliation_string":"JMP Statistical Discovery LLC, Cary, NC, United States","institution_ids":["https://openalex.org/I4210157790"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051107707","display_name":"Tom Donnelly","orcid":"https://orcid.org/0000-0002-4299-9516"},"institutions":[{"id":"https://openalex.org/I4210157790","display_name":"Statistical Research (United States)","ror":"https://ror.org/058eg8775","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157790"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tom Donnelly","raw_affiliation_strings":["JMP Statistical Discovery LLC, Cary, NC, United States"],"affiliations":[{"raw_affiliation_string":"JMP Statistical Discovery LLC, Cary, NC, United States","institution_ids":["https://openalex.org/I4210157790"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110199954","display_name":"Nicholas H. Mann","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Mann","raw_affiliation_strings":["Department of Mathematics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068886380","display_name":"Weida Tong","orcid":"https://orcid.org/0000-0003-3488-6148"},"institutions":[{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]},{"id":"https://openalex.org/I1304557061","display_name":"National Center for Toxicological Research","ror":"https://ror.org/05jmhh281","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1304557061","https://openalex.org/I1320320070"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weida Tong","raw_affiliation_strings":["Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, United States"],"affiliations":[{"raw_affiliation_string":"Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, United States","institution_ids":["https://openalex.org/I1304557061","https://openalex.org/I1320320070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111713789","display_name":"Russell D. Wolfinger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157790","display_name":"Statistical Research (United States)","ror":"https://ror.org/058eg8775","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157790"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Russell D. Wolfinger","raw_affiliation_strings":["JMP Statistical Discovery LLC, Cary, NC, United States"],"affiliations":[{"raw_affiliation_string":"JMP Statistical Discovery LLC, Cary, NC, United States","institution_ids":["https://openalex.org/I4210157790"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086234334","display_name":"Wenjun Bao","orcid":"https://orcid.org/0000-0001-8448-1689"},"institutions":[{"id":"https://openalex.org/I4210157790","display_name":"Statistical Research (United States)","ror":"https://ror.org/058eg8775","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157790"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wenjun Bao","raw_affiliation_strings":["JMP Statistical Discovery LLC, Cary, NC, United States"],"affiliations":[{"raw_affiliation_string":"JMP Statistical Discovery LLC, Cary, NC, United States","institution_ids":["https://openalex.org/I4210157790"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5086234334"],"corresponding_institution_ids":["https://openalex.org/I4210157790"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":2.079,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85864919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"1401810","last_page":"1401810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.974399983882904,"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/pharmacovigilance","display_name":"Pharmacovigilance","score":0.6188663244247437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6052281856536865},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.5829557180404663},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5647552013397217},{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.46531060338020325},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.45209744572639465},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4312819540500641},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3855854570865631},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37335535883903503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34163421392440796},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2833942770957947},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.14795687794685364}],"concepts":[{"id":"https://openalex.org/C57658597","wikidata":"https://www.wikidata.org/wiki/Q1550789","display_name":"Pharmacovigilance","level":3,"score":0.6188663244247437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6052281856536865},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.5829557180404663},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5647552013397217},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.46531060338020325},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.45209744572639465},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4312819540500641},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3855854570865631},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37335535883903503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34163421392440796},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2833942770957947},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.14795687794685364},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/frai.2024.1401810","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1401810","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2024.1401810/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:38887604","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38887604","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":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11181907","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11181907","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11181907/pdf/frai-07-1401810.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Artif Intell","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:a13d69361f034786a1042a23c1a15837","is_oa":true,"landing_page_url":"https://doaj.org/article/a13d69361f034786a1042a23c1a15837","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, Vol 7 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/frai.2024.1401810","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1401810","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2024.1401810/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399302403.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1565605888","https://openalex.org/W2064671306","https://openalex.org/W2075594879","https://openalex.org/W2087561463","https://openalex.org/W2126963804","https://openalex.org/W2289901683","https://openalex.org/W2295598076","https://openalex.org/W2295940487","https://openalex.org/W2333276533","https://openalex.org/W2612690371","https://openalex.org/W2898574163","https://openalex.org/W2911144363","https://openalex.org/W2921465693","https://openalex.org/W2964022491","https://openalex.org/W3087795675","https://openalex.org/W3094478020","https://openalex.org/W3098594741","https://openalex.org/W3108846574","https://openalex.org/W3172148746","https://openalex.org/W3203157292","https://openalex.org/W3216660278","https://openalex.org/W4200098147","https://openalex.org/W4313837679","https://openalex.org/W4380729715","https://openalex.org/W6745609711","https://openalex.org/W6750729320"],"related_works":["https://openalex.org/W2125179413","https://openalex.org/W2719570687","https://openalex.org/W2894377005","https://openalex.org/W2066240751","https://openalex.org/W3120767282","https://openalex.org/W3128299827","https://openalex.org/W2898439368","https://openalex.org/W2181320814","https://openalex.org/W3105953293","https://openalex.org/W2328148312"],"abstract_inverted_index":{"Moreover,":[0],"the":[1],"text":[2,16],"mining":[3],"and":[4,18],"XGBoost":[5],"functions":[6],"demonstrated":[7],"in":[8],"this":[9],"study":[10],"can":[11],"be":[12],"applied":[13],"to":[14],"other":[15],"processing":[17],"classification":[19],"tasks.":[20]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}