{"id":"https://openalex.org/W4392756876","doi":"https://doi.org/10.1186/s13321-024-00816-1","title":"Prediction of compound-target interaction using several artificial intelligence algorithms and comparison with a consensus-based strategy","display_name":"Prediction of compound-target interaction using several artificial intelligence algorithms and comparison with a consensus-based strategy","publication_year":2024,"publication_date":"2024-03-07","ids":{"openalex":"https://openalex.org/W4392756876","doi":"https://doi.org/10.1186/s13321-024-00816-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/38449058"},"language":"en","primary_location":{"id":"doi:10.1186/s13321-024-00816-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13321-024-00816-1","pdf_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/s13321-024-00816-1","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/s13321-024-00816-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008733284","display_name":"Karina Jimenes-Vargas","orcid":"https://orcid.org/0000-0002-1179-3128"},"institutions":[{"id":"https://openalex.org/I4210102282","display_name":"Universidad de Las Am\u00e9ricas","ror":"https://ror.org/0198j4566","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210102282"]},{"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":["EC","ES"],"is_corresponding":true,"raw_author_name":"Karina Jimenes-Vargas","raw_affiliation_strings":["Bio-Cheminformatics Research Group, Universidad de Las Am\u00e9ricas, Quito, 170504, Ecuador. karina.jimenes@udla.edu.ec","Departament of Computer Science and Information Technologies, Faculty of Computer Science, Universidade da Coru\u00f1a, Campus Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain. karina.jimenes@udla.edu.ec"],"affiliations":[{"raw_affiliation_string":"Bio-Cheminformatics Research Group, Universidad de Las Am\u00e9ricas, Quito, 170504, Ecuador. karina.jimenes@udla.edu.ec","institution_ids":["https://openalex.org/I4210102282"]},{"raw_affiliation_string":"Departament of Computer Science and Information Technologies, Faculty of Computer Science, Universidade da Coru\u00f1a, Campus Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain. karina.jimenes@udla.edu.ec","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006332127","display_name":"Alejandro Pazos","orcid":"https://orcid.org/0000-0003-2324-238X"},"institutions":[{"id":"https://openalex.org/I4210160015","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de A Coru\u00f1a","ror":"https://ror.org/04c9g9234","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160015"]},{"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":"Alejandro Pazos","raw_affiliation_strings":["Biomedical Research Institute of A Coru\u00f1a (INIBIC), University Hospital Complex of A Coruna (CHUAC), 15006, A Coruna, Spain","CITIC-Research Center of Information and Communication Technologies, Universidade da Coru\u00f1a, 15071, A Coru\u00f1a, Spain","Departament of Computer Science and Information Technologies, Faculty of Computer Science, Universidade da Coru\u00f1a, Campus Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Biomedical Research Institute of A Coru\u00f1a (INIBIC), University Hospital Complex of A Coruna (CHUAC), 15006, A Coruna, Spain","institution_ids":["https://openalex.org/I4210160015","https://openalex.org/I11019714"]},{"raw_affiliation_string":"CITIC-Research Center of Information and Communication Technologies, Universidade da Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]},{"raw_affiliation_string":"Departament of Computer Science and Information Technologies, Faculty of Computer Science, Universidade da Coru\u00f1a, Campus Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"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/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]},{"id":"https://openalex.org/I4210160015","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de A Coru\u00f1a","ror":"https://ror.org/04c9g9234","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160015"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cristian R. Munteanu","raw_affiliation_strings":["Biomedical Research Institute of A Coru\u00f1a (INIBIC), University Hospital Complex of A Coruna (CHUAC), 15006, A Coruna, Spain","CITIC-Research Center of Information and Communication Technologies, Universidade da Coru\u00f1a, 15071, A Coru\u00f1a, Spain","Departament of Computer Science and Information Technologies, Faculty of Computer Science, Universidade da Coru\u00f1a, Campus Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Biomedical Research Institute of A Coru\u00f1a (INIBIC), University Hospital Complex of A Coruna (CHUAC), 15006, A Coruna, Spain","institution_ids":["https://openalex.org/I4210160015","https://openalex.org/I11019714"]},{"raw_affiliation_string":"CITIC-Research Center of Information and Communication Technologies, Universidade da Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]},{"raw_affiliation_string":"Departament of Computer Science and Information Technologies, Faculty of Computer Science, Universidade da Coru\u00f1a, Campus Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040406602","display_name":"Yunierkis P\u00e9rez\u2010Castillo","orcid":"https://orcid.org/0000-0002-3710-0035"},"institutions":[{"id":"https://openalex.org/I4210102282","display_name":"Universidad de Las Am\u00e9ricas","ror":"https://ror.org/0198j4566","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210102282"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Yunierkis Perez-Castillo","raw_affiliation_strings":["Bio-Cheminformatics Research Group, Universidad de Las Am\u00e9ricas, Quito, 170504, Ecuador"],"affiliations":[{"raw_affiliation_string":"Bio-Cheminformatics Research Group, Universidad de Las Am\u00e9ricas, Quito, 170504, Ecuador","institution_ids":["https://openalex.org/I4210102282"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091734590","display_name":"Eduardo Tejera","orcid":"https://orcid.org/0000-0002-1377-0413"},"institutions":[{"id":"https://openalex.org/I4210102282","display_name":"Universidad de Las Am\u00e9ricas","ror":"https://ror.org/0198j4566","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210102282"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Eduardo Tejera","raw_affiliation_strings":["Bio-Cheminformatics Research Group, Universidad de Las Am\u00e9ricas, Quito, 170504, Ecuador. eduardo.tejera@udla.edu.ec"],"affiliations":[{"raw_affiliation_string":"Bio-Cheminformatics Research Group, Universidad de Las Am\u00e9ricas, Quito, 170504, Ecuador. eduardo.tejera@udla.edu.ec","institution_ids":["https://openalex.org/I4210102282"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008733284"],"corresponding_institution_ids":["https://openalex.org/I11019714","https://openalex.org/I4210102282"],"apc_list":{"value":1290,"currency":"GBP","value_usd":1582},"apc_paid":{"value":1290,"currency":"GBP","value_usd":1582},"fwci":8.5134,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.98148263,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"16","issue":"1","first_page":"27","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":1.0,"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":1.0,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9725000262260437,"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/T13180","display_name":"Chemistry and Chemical Engineering","score":0.9415000081062317,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7346248030662537},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.5714506506919861},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5448806285858154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5191813707351685},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3921888470649719},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33723849058151245},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.07524266839027405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7346248030662537},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.5714506506919861},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5448806285858154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5191813707351685},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3921888470649719},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33723849058151245},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.07524266839027405},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/s13321-024-00816-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13321-024-00816-1","pdf_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/s13321-024-00816-1","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:38449058","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38449058","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:pubmedcentral.nih.gov:10919000","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10919000","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10919000/pdf/13321_2024_Article_816.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":"J Cheminform","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:ddff48cd10bb40ce91e1018ef1b2d6b7","is_oa":true,"landing_page_url":"https://doaj.org/article/ddff48cd10bb40ce91e1018ef1b2d6b7","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":"Journal of Cheminformatics, Vol 16, Iss 1, Pp 1-13 (2024)","raw_type":"article"},{"id":"pmh:oai:ruc.udc.es:2183/36289","is_oa":true,"landing_page_url":"http://hdl.handle.net/2183/36289","pdf_url":null,"source":{"id":"https://openalex.org/S4306402204","display_name":"RUC (Universidade Da Coru\u00f1a)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:11032091","is_oa":true,"landing_page_url":"https://hdl.handle.net/2183/36289","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"Journal of Cheminformatics, 16, 27, (2024-03-07)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1186/s13321-024-00816-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13321-024-00816-1","pdf_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/s13321-024-00816-1","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":[],"awards":[{"id":"https://openalex.org/G1496055848","display_name":null,"funder_award_id":"ED431C","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"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/G6846111282","display_name":null,"funder_award_id":"ED431C 2022/46","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G7167699369","display_name":null,"funder_award_id":"CIGUS","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G7224627388","display_name":null,"funder_award_id":"ED431","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"}],"funders":[{"id":"https://openalex.org/F4320310992","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05"},{"id":"https://openalex.org/F4320326655","display_name":"Xunta de Galicia","ror":"https://ror.org/0181xnw06"},{"id":"https://openalex.org/F4320328562","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392756876.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1982130922","https://openalex.org/W1999010280","https://openalex.org/W2040975718","https://openalex.org/W2054768549","https://openalex.org/W2057195902","https://openalex.org/W2096541451","https://openalex.org/W2098469044","https://openalex.org/W2112411768","https://openalex.org/W2128245586","https://openalex.org/W2131046966","https://openalex.org/W2140972311","https://openalex.org/W2162011385","https://openalex.org/W2169434757","https://openalex.org/W2169953581","https://openalex.org/W2220358814","https://openalex.org/W2278332638","https://openalex.org/W2340925268","https://openalex.org/W2362265365","https://openalex.org/W2497919018","https://openalex.org/W2590907701","https://openalex.org/W2593450356","https://openalex.org/W2740946158","https://openalex.org/W2779266190","https://openalex.org/W2900418488","https://openalex.org/W2905261310","https://openalex.org/W2920735258","https://openalex.org/W2925232784","https://openalex.org/W2946412700","https://openalex.org/W2952610991","https://openalex.org/W2978825725","https://openalex.org/W2996426405","https://openalex.org/W3027412285","https://openalex.org/W3042279869","https://openalex.org/W3092712933","https://openalex.org/W3093645407","https://openalex.org/W3124760656","https://openalex.org/W3177337660","https://openalex.org/W3177635061","https://openalex.org/W3193489634","https://openalex.org/W4205491024","https://openalex.org/W4214530112","https://openalex.org/W4224243093","https://openalex.org/W4255337529","https://openalex.org/W4308120333"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"For":[0],"understanding":[1],"a":[2,188,194],"chemical":[3],"compound's":[4],"mechanism":[5],"of":[6,58,89,129,139,148,174],"action":[7],"and":[8,39,93,101,136,141,150,159,170,181,197],"its":[9,23],"side":[10],"effects,":[11],"as":[12,14,51,64],"well":[13],"for":[15,95],"drug":[16],"discovery,":[17],"it":[18],"is":[19],"crucial":[20],"to":[21,116],"predict":[22],"possible":[24],"protein":[25],"targets.":[26],"This":[27],"study":[28],"examines":[29],"15":[30,182],"developed":[31],"target-centric":[32],"models":[33,49,180],"(TCM)":[34],"employing":[35],"different":[36],"molecular":[37],"descriptions":[38],"machine":[40],"learning":[41],"algorithms.":[42],"They":[43],"were":[44,62],"contrasted":[45],"with":[46,156],"17":[47,175],"third-party":[48],"implemented":[50,63,153],"web":[52],"tools":[53],"(WTCM).":[54],"In":[55],"both":[56,82],"sets":[57],"models,":[59],"consensus":[60,113,133,161,195],"strategies":[61],"potential":[65],"improvement":[66],"over":[67],"individual":[68],"predictions.":[69],"The":[70,152],"findings":[71],"indicate":[72],"that":[73],"TCM":[74,86,132,158],"reach":[75,134,146],"f1-score":[76],"values":[77,88,138,147],"greater":[78],"than":[79],"0.8.":[80],"Comparing":[81],"approaches,":[83],"the":[84,108,112,118,123,157,172,200],"best":[85,109],"achieves":[87],"0.75,":[90],"0.61,":[91],"0.25":[92],"0.38":[94],"true":[96],"positive/negative":[97],"rates":[98,104],"(TPR,":[99],"TNR)":[100],"false":[102],"negative/positive":[103],"(FNR,":[105],"FPR);":[106],"outperforming":[107],"WTCM.":[110],"Moreover,":[111],"strategy":[114,162,192],"proves":[115],"have":[117],"most":[119],"relevant":[120],"results":[121],"in":[122,203],"top":[124],"<mml:math":[125],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><mml:mrow><mml:mn>20</mml:mn>":[126],"<mml:mo>%</mml:mo></mml:mrow>":[127],"</mml:math>":[128],"target":[130],"profiles.":[131],"TPR":[135],"FNR":[137],"0.98":[140],"0;":[142],"while":[143],"on":[144],"WTCM":[145],"0.75":[149],"0.24.":[151],"computational":[154],"tool":[155],"their":[160],"at:":[163],"https://bioquimio.udla.edu.ec/tidentification01/":[164],".":[165],"Scientific":[166],"Contribution:":[167],"We":[168,185],"compare":[169],"discuss":[171],"performances":[173],"public":[176],"compound-target":[177,189],"interaction":[178,190],"prediction":[179],"new":[183],"constructions.":[184],"also":[186],"explore":[187],"prioritization":[191],"using":[193],"approach,":[196],"we":[198],"analyzed":[199],"challenging":[201],"involved":[202],"interactions":[204],"modeling.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
