{"id":"https://openalex.org/W197546845","doi":"https://doi.org/10.17179/excli2015-140","title":"Prediction of aromatase inhibitory activity using the efficient linear method (ELM)","display_name":"Prediction of aromatase inhibitory activity using the efficient linear method (ELM)","publication_year":2015,"publication_date":"2015-03-20","ids":{"openalex":"https://openalex.org/W197546845","doi":"https://doi.org/10.17179/excli2015-140","mag":"197546845","pmid":"https://pubmed.ncbi.nlm.nih.gov/26535037","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4614109"},"language":"en","primary_location":{"id":"doi:10.17179/excli2015-140","doi":"https://doi.org/10.17179/excli2015-140","is_oa":true,"landing_page_url":"https://doi.org/10.17179/excli2015-140","pdf_url":null,"source":{"id":"https://openalex.org/S39273986","display_name":"EXCLI journal","issn_l":"1611-2156","issn":["1611-2156"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310313779","host_organization_name":"IfADo - Leibniz Research Centre for Working Environment and Human Factors, Dortmund","host_organization_lineage":["https://openalex.org/P4310313779"],"host_organization_lineage_names":["IfADo - Leibniz Research Centre for Working Environment and Human Factors, Dortmund"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EXCLI Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.17179/excli2015-140","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084444175","display_name":"Watshara Shoombuatong","orcid":"https://orcid.org/0000-0002-3394-8709","observed_orcids":["https://orcid.org/0000-0002-3394-8709"]},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Watshara Shoombuatong","raw_affiliation_strings":["Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040608924","display_name":"Veda Prachayasittikul","orcid":"https://orcid.org/0000-0001-6338-3721","observed_orcids":["https://orcid.org/0000-0001-6338-3721"]},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Veda Prachayasittikul","raw_affiliation_strings":["Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand ; Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand","Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand ; Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand","institution_ids":["https://openalex.org/I25399158"]},{"raw_affiliation_string":"Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020233251","display_name":"Virapong Prachayasittikul","orcid":"https://orcid.org/0000-0001-7942-1083","observed_orcids":["https://orcid.org/0000-0001-7942-1083"]},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Virapong Prachayasittikul","raw_affiliation_strings":["Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand ; Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand","Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand ; Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand","institution_ids":["https://openalex.org/I25399158"]},{"raw_affiliation_string":"Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043577834","display_name":"Chanin Nantasenamat","orcid":"https://orcid.org/0000-0003-1040-663X","observed_orcids":["https://orcid.org/0000-0003-1040-663X"]},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Chanin Nantasenamat","raw_affiliation_strings":["Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand ; Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand ; Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand","institution_ids":["https://openalex.org/I25399158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5043577834"],"corresponding_institution_ids":["https://openalex.org/I25399158"],"apc_list":null,"apc_paid":null,"fwci":2.0773,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.87516513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"14","issue":null,"first_page":"452","last_page":"464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"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/T11948","display_name":"Machine Learning in Materials Science","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":9.999999747378752e-05,"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/aromatase-inhibitors","display_name":"aromatase inhibitors","score":0.9319999814033508},{"id":"https://openalex.org/keywords/aromatase-inhibition","display_name":"aromatase inhibition","score":0.765999972820282},{"id":"https://openalex.org/keywords/qsar","display_name":"QSAR","score":0.8569999933242798},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"breast cancer","score":0.7710000276565552},{"id":"https://openalex.org/keywords/feature-importance-analysis","display_name":"feature importance analysis","score":0.6110000014305115},{"id":"https://openalex.org/keywords/genetic-algorithm-parameter-optimization","display_name":"genetic algorithm parameter optimization","score":0.8069999814033508},{"id":"https://openalex.org/keywords/steroidal-aromatase-inhibitors","display_name":"steroidal aromatase inhibitors","score":0.8790000081062317},{"id":"https://openalex.org/keywords/nonsteroidal-aromatase-inhibitors","display_name":"nonsteroidal aromatase inhibitors","score":1.0},{"id":"https://openalex.org/keywords/molecular-descriptors","display_name":"molecular descriptors","score":0.9810000061988831},{"id":"https://openalex.org/keywords/electronegativity","display_name":"electronegativity","score":0.7239999771118164}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6529786586761475},{"id":"https://openalex.org/C164126121","wikidata":"https://www.wikidata.org/wiki/Q766383","display_name":"Quantitative structure\u2013activity relationship","level":2,"score":0.6409881711006165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.584241509437561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5748246312141418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5566942691802979},{"id":"https://openalex.org/C2776166826","wikidata":"https://www.wikidata.org/wiki/Q415287","display_name":"Aromatase","level":4,"score":0.5215537548065186},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4759135842323303},{"id":"https://openalex.org/C2775905019","wikidata":"https://www.wikidata.org/wiki/Q192572","display_name":"In silico","level":3,"score":0.4533710479736328},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.43196743726730347},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.22878319025039673},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13239508867263794},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.11010429263114929},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.07748499512672424},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":12,"locations":[{"id":"doi:10.17179/excli2015-140","doi":"https://doi.org/10.17179/excli2015-140","is_oa":true,"landing_page_url":"https://doi.org/10.17179/excli2015-140","pdf_url":null,"source":{"id":"https://openalex.org/S39273986","display_name":"EXCLI journal","issn_l":"1611-2156","issn":["1611-2156"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310313779","host_organization_name":"IfADo - Leibniz Research Centre for Working Environment and Human Factors, Dortmund","host_organization_lineage":["https://openalex.org/P4310313779"],"host_organization_lineage_names":["IfADo - Leibniz Research Centre for Working Environment and Human Factors, Dortmund"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EXCLI Journal","raw_type":"journal-article"},{"id":"pmh:oai:www.excli.de:article/555","doi":null,"is_oa":true,"landing_page_url":"https://www.excli.de/excli/article/view/555","pdf_url":"https://www.excli.de/excli/article/view/555/1563","source":{"id":"https://openalex.org/S39273986","display_name":"EXCLI journal","issn_l":"1611-2156","issn":["1611-2156"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310313779","host_organization_name":"IfADo - Leibniz Research Centre for Working Environment and Human Factors, Dortmund","host_organization_lineage":["https://openalex.org/P4310313779"],"host_organization_lineage_names":["IfADo - Leibniz Research Centre for Working Environment and Human Factors, Dortmund"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1611-2156","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:europepmc.org:3606178","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4614109","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmid:26535037","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26535037","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,"listed_in":[],"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":"EXCLI journal","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4614109","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC4614109/","pdf_url":null,"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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EXCLI J","raw_type":"Text"},{"id":"pmh:oai:eldorado.tu-dortmund.de:2003/34047","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2003/34047","pdf_url":"http://eldorado.tu-dortmund.de/bitstreams/17f9d81a-ef7d-466f-9525-acc150078fbb/download","source":{"id":"https://openalex.org/S4306400811","display_name":"Technische Universit\u00e4t Dortmund Eldorado (Technische Universit\u00e4t Dortmund)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210148506","host_organization_name":"Erich-Brost-Institut","host_organization_lineage":["https://openalex.org/I4210148506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.775.7143","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.775.7143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/a8/f9/EXCLI-14-452.PMC4614109.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.989.392","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.989.392","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://eldorado.tu-dortmund.de:443/bitstream/2003/34047/1/Nantasenamat_20032015_proof.pdf","raw_type":"text"},{"id":"doi:10.17179/excli2015-140","doi":"https://doi.org/10.17179/excli2015-140","is_oa":true,"landing_page_url":"https://doi.org/10.17179/excli2015-140","pdf_url":null,"source":{"id":"https://openalex.org/S7407053513","display_name":"Leibniz-Institut f\u00fcr Arbeitsforschung an der TU Dortmund (IfADo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.17877/de290r-7300","doi":"https://doi.org/10.17877/de290r-7300","is_oa":true,"landing_page_url":"https://doi.org/10.17877/de290r-7300","pdf_url":null,"source":{"id":"https://openalex.org/S4306400811","display_name":"Technische Universit\u00e4t Dortmund Eldorado (Technische Universit\u00e4t Dortmund)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210148506","host_organization_name":"Erich-Brost-Institut","host_organization_lineage":["https://openalex.org/I4210148506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:197546845","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26535037","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,"listed_in":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null},{"id":"mag:2406600495","doi":null,"is_oa":false,"landing_page_url":"http://eldorado.tu-dortmund.de/bitstream/2003/34047/1/Nantasenamat_20032015_proof.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.17179/excli2015-140","doi":"https://doi.org/10.17179/excli2015-140","is_oa":true,"landing_page_url":"https://doi.org/10.17179/excli2015-140","pdf_url":null,"source":{"id":"https://openalex.org/S39273986","display_name":"EXCLI journal","issn_l":"1611-2156","issn":["1611-2156"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310313779","host_organization_name":"IfADo - Leibniz Research Centre for Working Environment and Human Factors, Dortmund","host_organization_lineage":["https://openalex.org/P4310313779"],"host_organization_lineage_names":["IfADo - Leibniz Research Centre for Working Environment and Human Factors, Dortmund"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EXCLI Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8048999905586243}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322401","display_name":"Mahidol University","ror":"https://ror.org/01znkr924"},{"id":"https://openalex.org/F4320333332","display_name":"Office of the Higher Education Commission","ror":"https://ror.org/05m5t2b63"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W197546845.pdf","grobid_xml":"https://content.openalex.org/works/W197546845.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W16352594","https://openalex.org/W1020171890","https://openalex.org/W1497256448","https://openalex.org/W1831050183","https://openalex.org/W1964930501","https://openalex.org/W1967484865","https://openalex.org/W1982551661","https://openalex.org/W1996899099","https://openalex.org/W2016883812","https://openalex.org/W2027378799","https://openalex.org/W2041591201","https://openalex.org/W2041785902","https://openalex.org/W2047671092","https://openalex.org/W2049190772","https://openalex.org/W2050750486","https://openalex.org/W2054267961","https://openalex.org/W2055816380","https://openalex.org/W2058509005","https://openalex.org/W2066084415","https://openalex.org/W2070977079","https://openalex.org/W2079639517","https://openalex.org/W2095632857","https://openalex.org/W2119387367","https://openalex.org/W2143048167","https://openalex.org/W2144896165","https://openalex.org/W2146841526","https://openalex.org/W2152746477","https://openalex.org/W2153635508","https://openalex.org/W2157695422","https://openalex.org/W2159203244","https://openalex.org/W2165265831","https://openalex.org/W2171149164","https://openalex.org/W2332734511"],"related_works":["https://openalex.org/W2406600495","https://openalex.org/W7097562506","https://openalex.org/W2153200271","https://openalex.org/W2947589481","https://openalex.org/W4391094023","https://openalex.org/W1982820526","https://openalex.org/W2910155514","https://openalex.org/W7204809148","https://openalex.org/W2221253132","https://openalex.org/W2166324047"],"abstract_inverted_index":{"Aromatase":[0],"inhibition":[1],"is":[2,63,80,197],"an":[3,58],"effective":[4],"treatment":[5],"strategy":[6],"for":[7,18,43,65,110,139,187],"breast":[8],"cancer.":[9],"Currently,":[10],"several":[11],"in":[12],"silico":[13],"methods":[14,122],"have":[15],"been":[16],"developed":[17],"the":[19,94,148,158,166,176,194],"prediction":[20],"of":[21,37,106,135,150,152,162,169,193],"aromatase":[22],"inhibitors":[23],"(AIs)":[24],"using":[25],"artificial":[26],"neural":[27],"network":[28],"(ANN)":[29],"or":[30],"support":[31],"vector":[32],"machine":[33,120],"(SVM).":[34],"In":[35],"spite":[36],"this,":[38],"there":[39],"are":[40],"ample":[41],"opportunities":[42],"further":[44],"improvements":[45],"by":[46],"developing":[47],"a":[48,67,73,81],"simple":[49,95],"and":[50,108,112,126,142,160,172,182],"interpretable":[51],"quantitative":[52],"structure-activity":[53],"relationship":[54],"(QSAR)":[55],"method.":[56],"Herein,":[57],"efficient":[59],"linear":[60],"method":[61,97,196],"(ELM)":[62],"proposed":[64],"constructing":[66],"highly":[68],"predictive":[69],"QSAR":[70],"model":[71,83],"containing":[72],"spontaneous":[74],"feature":[75],"importance":[76],"estimator.":[77],"Briefly,":[78],"ELM":[79,96,195],"linear-based":[82],"with":[84,101,118],"optimal":[85],"parameters":[86],"derived":[87],"from":[88],"genetic":[89],"algorithm.":[90],"Results":[91],"showed":[92],"that":[93,157],"displayed":[98],"robust":[99],"performance":[100],"10-fold":[102],"cross-validation":[103],"MCC":[104],"values":[105],"0.64":[107],"0.56":[109],"steroidal":[111,141,171],"non-steroidal":[113,143,173,188],"AIs,":[114],"respectively.":[115],"Comparative":[116],"analyses":[117],"other":[119],"learning":[121],"(i.e.":[123],"ANN,":[124],"SVM":[125],"decision":[127],"tree)":[128],"were":[129],"also":[130],"performed.":[131],"A":[132],"thorough":[133],"analysis":[134],"informative":[136],"molecular":[137],"descriptors":[138],"both":[140,170],"AIs":[144],"provided":[145],"insights":[146],"into":[147],"mechanism":[149],"action":[151],"compounds.":[153],"Our":[154],"findings":[155],"suggest":[156],"shape":[159],"polarizability":[161],"compounds":[163],"may":[164,184],"govern":[165],"inhibitory":[167],"activity":[168],"types":[174],"whereas":[175],"terminal":[177],"primary":[178],"C(sp3)":[179],"functional":[180],"group":[181],"electronegativity":[183],"be":[185],"required":[186],"AIs.":[189],"The":[190],"R":[191],"code":[192],"available":[198],"at":[199],"http://dx.doi.org/10.6084/m9.figshare.1274030.":[200]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":8}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}
