{"id":"https://openalex.org/W4412056893","doi":"https://doi.org/10.1007/s42044-025-00297-x","title":"An interpretable Bayesian-optimized XGBoost framework for neuropsychiatric drug candidate classification","display_name":"An interpretable Bayesian-optimized XGBoost framework for neuropsychiatric drug candidate classification","publication_year":2025,"publication_date":"2025-07-06","ids":{"openalex":"https://openalex.org/W4412056893","doi":"https://doi.org/10.1007/s42044-025-00297-x"},"language":"en","primary_location":{"id":"doi:10.1007/s42044-025-00297-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42044-025-00297-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210220078","display_name":"Iran Journal of Computer Science","issn_l":"2520-8438","issn":["2520-8438","2520-8446"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iran Journal of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046245597","display_name":"Teuku Rizky Noviandy","orcid":"https://orcid.org/0000-0002-5779-2235"},"institutions":[{"id":"https://openalex.org/I4210088277","display_name":"Universitas Abulyatama","ror":"https://ror.org/005z3e143","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210088277"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Teuku Rizky Noviandy","raw_affiliation_strings":["Department of Information Systems, Faculty of Engineering, Universitas Abulyatama, Aceh Besar, 23772, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Engineering, Universitas Abulyatama, Aceh Besar, 23772, Indonesia","institution_ids":["https://openalex.org/I4210088277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102959348","display_name":"Ghalieb Mutig Idroes","orcid":"https://orcid.org/0009-0007-8125-4254"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ghalieb Mutig Idroes","raw_affiliation_strings":["Interdisciplinary Innovation Research Unit, Graha Primera Saintifika, Aceh Besar, 23771, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interdisciplinary Innovation Research Unit, Graha Primera Saintifika, Aceh Besar, 23771, Indonesia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092573516","display_name":"Irsan Hardi","orcid":"https://orcid.org/0000-0002-8657-0068"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Irsan Hardi","raw_affiliation_strings":["Interdisciplinary Innovation Research Unit, Graha Primera Saintifika, Aceh Besar, 23771, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interdisciplinary Innovation Research Unit, Graha Primera Saintifika, Aceh Besar, 23771, Indonesia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046245597"],"corresponding_institution_ids":["https://openalex.org/I4210088277"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":3.9137,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93910396,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"8","issue":"4","first_page":"1977","last_page":"1987"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.972100019454956,"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":0.9631999731063843,"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/bayesian-probability","display_name":"Bayesian probability","score":0.552257239818573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5500208735466003},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5156058669090271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5027313232421875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4497607946395874},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38964271545410156},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.09444695711135864}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.552257239818573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5500208735466003},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5156058669090271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5027313232421875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4497607946395874},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38964271545410156},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.09444695711135864}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42044-025-00297-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42044-025-00297-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210220078","display_name":"Iran Journal of Computer Science","issn_l":"2520-8438","issn":["2520-8438","2520-8446"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iran Journal of Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2096541451","https://openalex.org/W2099071242","https://openalex.org/W2128245586","https://openalex.org/W2146220657","https://openalex.org/W2791355014","https://openalex.org/W2952510283","https://openalex.org/W2982188507","https://openalex.org/W3008610133","https://openalex.org/W3071320162","https://openalex.org/W3096106696","https://openalex.org/W3209747296","https://openalex.org/W3216660278","https://openalex.org/W4225921604","https://openalex.org/W4244050815","https://openalex.org/W4320492498","https://openalex.org/W4361982099","https://openalex.org/W4384433002","https://openalex.org/W4384703310","https://openalex.org/W4385872232","https://openalex.org/W4385893090","https://openalex.org/W4387505697","https://openalex.org/W4388018412","https://openalex.org/W4388018470","https://openalex.org/W4389132282","https://openalex.org/W4390116324","https://openalex.org/W4390456413","https://openalex.org/W4394753027","https://openalex.org/W4401931124","https://openalex.org/W4402983764","https://openalex.org/W4404979384","https://openalex.org/W4405107093","https://openalex.org/W4405239339"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W1989494794","https://openalex.org/W2122031327","https://openalex.org/W1184238669","https://openalex.org/W3107602296"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}