{"id":"https://openalex.org/W1957147548","doi":"https://doi.org/10.1186/s13321-015-0094-2","title":"RRegrs: an R package for computer-aided model selection with multiple regression models","display_name":"RRegrs: an R package for computer-aided model selection with multiple regression models","publication_year":2015,"publication_date":"2015-09-15","ids":{"openalex":"https://openalex.org/W1957147548","doi":"https://doi.org/10.1186/s13321-015-0094-2","mag":"1957147548","pmid":"https://pubmed.ncbi.nlm.nih.gov/26379782"},"language":"en","primary_location":{"id":"doi:10.1186/s13321-015-0094-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13321-015-0094-2","pdf_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/s13321-015-0094-2","source":{"id":"https://openalex.org/S180838163","display_name":"Journal of Cheminformatics","issn_l":"1758-2946","issn":["1758-2946"],"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":"Journal of Cheminformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/s13321-015-0094-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082102542","display_name":"Georgia Tsiliki","orcid":"https://orcid.org/0000-0001-7209-3670"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Georgia Tsiliki","raw_affiliation_strings":["School of Chemical Engineering, National Technical University of Athens, 9 Heroon Polytechneiou Street, Zografou Campus, 15780 Athens, Greece","School of Chemical Engineering, National Technical University of Athens Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Chemical Engineering, National Technical University of Athens, 9 Heroon Polytechneiou Street, Zografou Campus, 15780 Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"School of Chemical Engineering, National Technical University of Athens Athens, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058919066","display_name":"Cristian R. Munteanu","orcid":"https://orcid.org/0000-0002-5628-2268"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]},{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES","NL"],"is_corresponding":false,"raw_author_name":"Cristian R. Munteanu","raw_affiliation_strings":["Computer Science Faculty, University of A Coruna, Campus Elvi\u00f1a, s/n, 15071 A Coru\u00f1a, Spain","Department of Bioinformatics-BiGCaT, NUTRIM, Maastricht University, P.O. Box 616, UNS50 Box 19, 6200 MD Maastricht, The Netherlands","Department of Bioinformatics-BiGCaT, NUTRIM, Maastricht University, Maastricht, The Netherlands","Computer Science Faculty, University of A Coruna, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Faculty, University of A Coruna, Campus Elvi\u00f1a, s/n, 15071 A Coru\u00f1a, Spain","institution_ids":[]},{"raw_affiliation_string":"Department of Bioinformatics-BiGCaT, NUTRIM, Maastricht University, P.O. Box 616, UNS50 Box 19, 6200 MD Maastricht, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"Department of Bioinformatics-BiGCaT, NUTRIM, Maastricht University, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I34352273"]},{"raw_affiliation_string":"Computer Science Faculty, University of A Coruna, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015453378","display_name":"Jos\u00e9 A. Seoane","orcid":"https://orcid.org/0000-0002-3856-9177"},"institutions":[{"id":"https://openalex.org/I1743320","display_name":"Palo Alto University","ror":"https://ror.org/04f812k67","country_code":"US","type":"education","lineage":["https://openalex.org/I1743320"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jose A. Seoane","raw_affiliation_strings":["Stanford Cancer Institute, Stanford University, C.J.Huang Building, 780 Welch Road, Palo Alto, CA 94304 USA","Stanford Cancer Institute, Stanford University, Palo Alto, USA"],"affiliations":[{"raw_affiliation_string":"Stanford Cancer Institute, Stanford University, C.J.Huang Building, 780 Welch Road, Palo Alto, CA 94304 USA","institution_ids":[]},{"raw_affiliation_string":"Stanford Cancer Institute, Stanford University, Palo Alto, USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037420609","display_name":"Carlos Fern\u00e1ndez-Lozano","orcid":"https://orcid.org/0000-0003-0413-5677"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Fernandez-Lozano","raw_affiliation_strings":["Computer Science Faculty, University of A Coruna, Campus Elvi\u00f1a, s/n, 15071 A Coru\u00f1a, Spain","Computer Science Faculty, University of A Coruna, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Faculty, University of A Coruna, Campus Elvi\u00f1a, s/n, 15071 A Coru\u00f1a, Spain","institution_ids":[]},{"raw_affiliation_string":"Computer Science Faculty, University of A Coruna, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017246181","display_name":"Haralambos Sarimveis","orcid":"https://orcid.org/0000-0002-8607-9965"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Haralambos Sarimveis","raw_affiliation_strings":["School of Chemical Engineering, National Technical University of Athens, 9 Heroon Polytechneiou Street, Zografou Campus, 15780 Athens, Greece","School of Chemical Engineering, National Technical University of Athens Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Chemical Engineering, National Technical University of Athens, 9 Heroon Polytechneiou Street, Zografou Campus, 15780 Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"School of Chemical Engineering, National Technical University of Athens Athens, Greece","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060194743","display_name":"Egon Willighagen","orcid":"https://orcid.org/0000-0001-7542-0286"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Egon L. Willighagen","raw_affiliation_strings":["Department of Bioinformatics-BiGCaT, NUTRIM, Maastricht University, P.O. Box 616, UNS50 Box 19, 6200 MD Maastricht, The Netherlands","Department of Bioinformatics - BiGCaT, NUTRIM, Maastricht University, Maastricht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics-BiGCaT, NUTRIM, Maastricht University, P.O. Box 616, UNS50 Box 19, 6200 MD Maastricht, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"Department of Bioinformatics - BiGCaT, NUTRIM, Maastricht University, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082102542"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":{"value":1290,"currency":"GBP","value_usd":1582},"apc_paid":{"value":1290,"currency":"GBP","value_usd":1582},"fwci":7.2768,"has_fulltext":true,"cited_by_count":75,"citation_normalized_percentile":{"value":0.97546436,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"7","issue":"1","first_page":"46","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.996399998664856,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9815999865531921,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9801999926567078,"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/computer-science","display_name":"Computer science","score":0.7379596829414368},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5951524972915649},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5296727418899536},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5229997038841248},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.5179969072341919},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5172651410102844},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.49918413162231445},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4917893707752228},{"id":"https://openalex.org/keywords/proper-linear-model","display_name":"Proper linear model","score":0.48904380202293396},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.47966694831848145},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"Multivariate adaptive regression splines","score":0.46608206629753113},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.46255698800086975},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4604976177215576},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.45966964960098267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33584821224212646},{"id":"https://openalex.org/keywords/nonparametric-regression","display_name":"Nonparametric regression","score":0.2540341019630432},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.24383053183555603},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18481162190437317},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1156473457813263}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7379596829414368},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5951524972915649},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5296727418899536},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5229997038841248},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.5179969072341919},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5172651410102844},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.49918413162231445},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4917893707752228},{"id":"https://openalex.org/C32224588","wikidata":"https://www.wikidata.org/wiki/Q7250175","display_name":"Proper linear model","level":4,"score":0.48904380202293396},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.47966694831848145},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.46608206629753113},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.46255698800086975},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4604976177215576},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.45966964960098267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33584821224212646},{"id":"https://openalex.org/C74127309","wikidata":"https://www.wikidata.org/wiki/Q3455886","display_name":"Nonparametric regression","level":3,"score":0.2540341019630432},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.24383053183555603},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18481162190437317},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1156473457813263},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s13321-015-0094-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13321-015-0094-2","pdf_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/s13321-015-0094-2","source":{"id":"https://openalex.org/S180838163","display_name":"Journal of Cheminformatics","issn_l":"1758-2946","issn":["1758-2946"],"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":"Journal of Cheminformatics","raw_type":"journal-article"},{"id":"pmid:26379782","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26379782","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":"Journal of cheminformatics","raw_type":null},{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire/b739ba40-fe4d-4dbd-a82a-370334df51bd","is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/b739ba40-fe4d-4dbd-a82a-370334df51bd","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"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":"Tsiliki, G, Munteanu, C R, Seoane, J A, Fernandez-Lozano, C, Sarimveis, H & Willighagen, E L 2015, 'RRegrs: an R package for computer-aided model selection with multiple regression models', Journal of Cheminformatics, vol. 7, no. 1, 46. https://doi.org/10.1186/s13321-015-0094-2","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:europepmc.org:3546313","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4570700","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s13321-015-0094-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13321-015-0094-2","pdf_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/s13321-015-0094-2","source":{"id":"https://openalex.org/S180838163","display_name":"Journal of Cheminformatics","issn_l":"1758-2946","issn":["1758-2946"],"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":"Journal of Cheminformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","score":0.550000011920929,"id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G1483268778","display_name":null,"funder_award_id":"R2014/025","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G2216279767","display_name":null,"funder_award_id":"FP7-NMP-2013-SMALL-7","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G230230324","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G2309053815","display_name":null,"funder_award_id":"European Regional Development Funds","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3875748329","display_name":null,"funder_award_id":"European Regional Development Fund","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3981126665","display_name":null,"funder_award_id":"Seventh Framework Programme","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4193446334","display_name":null,"funder_award_id":"2013-2016","funder_id":"https://openalex.org/F4320334923","funder_display_name":"Instituto de Salud Carlos III"},{"id":"https://openalex.org/G4333900429","display_name":null,"funder_award_id":"2013-2016","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4447653093","display_name":null,"funder_award_id":"Network","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G451698706","display_name":null,"funder_award_id":"FP7-NMP","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G495392292","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6599398187","display_name":"eNanoMapper - A Database and Ontology Framework for Nanomaterials Design and Safety Assessment","funder_award_id":"604134","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7779868532","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320334923","funder_display_name":"Instituto de Salud Carlos III"},{"id":"https://openalex.org/G8538941428","display_name":null,"funder_award_id":"Regional Development Fund","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G889588881","display_name":null,"funder_award_id":"604134","funder_id":"https://openalex.org/F4320338367","funder_display_name":"FP7 Nanosciences, Nanotechnologies, Materials and new Production Technologies"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320326655","display_name":"Xunta de Galicia","ror":"https://ror.org/0181xnw06"},{"id":"https://openalex.org/F4320334923","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886"},{"id":"https://openalex.org/F4320336576","display_name":"Spanish National Plan for Scientific and Technical Research and Innovation","ror":null},{"id":"https://openalex.org/F4320336663","display_name":"Center for Innovative Medicine","ror":null},{"id":"https://openalex.org/F4320338367","display_name":"FP7 Nanosciences, Nanotechnologies, Materials and new Production Technologies","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1957147548.pdf","grobid_xml":"https://content.openalex.org/works/W1957147548.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W115710901","https://openalex.org/W172019652","https://openalex.org/W1513618424","https://openalex.org/W1520773827","https://openalex.org/W1554663460","https://openalex.org/W1555199703","https://openalex.org/W1586249796","https://openalex.org/W1831050183","https://openalex.org/W1835740130","https://openalex.org/W1862448690","https://openalex.org/W1964357740","https://openalex.org/W1968299022","https://openalex.org/W1979900513","https://openalex.org/W1981464900","https://openalex.org/W1986241547","https://openalex.org/W1990399577","https://openalex.org/W1994389660","https://openalex.org/W2019637120","https://openalex.org/W2029469881","https://openalex.org/W2031195683","https://openalex.org/W2033757486","https://openalex.org/W2042631179","https://openalex.org/W2045256553","https://openalex.org/W2079917809","https://openalex.org/W2092971278","https://openalex.org/W2097705032","https://openalex.org/W2099875772","https://openalex.org/W2101234009","https://openalex.org/W2103459159","https://openalex.org/W2116133514","https://openalex.org/W2116924516","https://openalex.org/W2119387367","https://openalex.org/W2122284941","https://openalex.org/W2122825543","https://openalex.org/W2133990480","https://openalex.org/W2135046866","https://openalex.org/W2140493325","https://openalex.org/W2142553313","https://openalex.org/W2143426320","https://openalex.org/W2146713522","https://openalex.org/W2154029067","https://openalex.org/W2157016784","https://openalex.org/W2160785561","https://openalex.org/W2163329313","https://openalex.org/W2166446427","https://openalex.org/W2317866228","https://openalex.org/W2323147899","https://openalex.org/W2329094530","https://openalex.org/W2340543616","https://openalex.org/W2346841190","https://openalex.org/W2582743722","https://openalex.org/W2911964244","https://openalex.org/W2912430686","https://openalex.org/W3021575798","https://openalex.org/W3120740533","https://openalex.org/W4300858224","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W652992540","https://openalex.org/W2074089485","https://openalex.org/W4293563844","https://openalex.org/W4399653172","https://openalex.org/W2040236930","https://openalex.org/W2944249082","https://openalex.org/W2984480522","https://openalex.org/W4385299123","https://openalex.org/W2935025214","https://openalex.org/W2095987352"],"abstract_inverted_index":{"The":[0,48],"universality":[1],"of":[2,87,101,109],"the":[3,74,98,107],"new":[4],"methodology":[5],"is":[6,24,117,129],"demonstrated":[7],"using":[8],"five":[9],"standard":[10],"data":[11,31,54],"sets":[12,55,69],"from":[13],"different":[14],"scientific":[15],"fields.":[16],"Its":[17,77],"efficiency":[18],"in":[19,73,85,112],"cheminformatics":[20],"and":[21,40,67,104],"QSAR":[22,137],"modelling":[23],"shown":[25],"with":[26,59,105,134],"three":[27],"use":[28],"cases:":[29],"proteomics":[30],"for":[32,43,52,64,123],"surface-modified":[33],"gold":[34],"nanoparticles,":[35],"nano-metal":[36],"oxides":[37],"descriptor":[38],"data,":[39],"molecular":[41],"descriptors":[42],"acute":[44],"aquatic":[45],"toxicity":[46],"data.":[47],"results":[49],"show":[50],"that":[51],"all":[53],"RRegrs":[56,92],"reports":[57],"models":[58],"equal":[60],"or":[61],"better":[62],"performance":[63,79],"both":[65],"training":[66],"test":[68],"than":[70],"those":[71],"reported":[72],"original":[75],"publications.":[76],"good":[78],"as":[80,82],"well":[81],"its":[83],"adaptability":[84],"terms":[86],"parameter":[88],"optimization":[89],"could":[90],"make":[91],"a":[93,118,130],"popular":[94],"framework":[95,122],"to":[96,136],"assist":[97],"initial":[99],"exploration":[100],"predictive":[102],"models,":[103],"that,":[106],"design":[108],"more":[110],"comprehensive":[111],"silico":[113],"screening":[114],"applications.Graphical":[115],"abstractRRegrs":[116],"computer-aided":[119],"model":[120],"selection":[121],"R":[124],"multiple":[125],"regression":[126],"models;":[127],"this":[128],"fully":[131],"validated":[132],"procedure":[133],"application":[135],"modelling.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}