{"id":"https://openalex.org/W7117369843","doi":"https://doi.org/10.1007/s13721-025-00705-z","title":"CRISP-DM-guided hyperparameter-optimized ensemble model for mental health diagnosis","display_name":"CRISP-DM-guided hyperparameter-optimized ensemble model for mental health diagnosis","publication_year":2025,"publication_date":"2025-12-27","ids":{"openalex":"https://openalex.org/W7117369843","doi":"https://doi.org/10.1007/s13721-025-00705-z"},"language":"en","primary_location":{"id":"doi:10.1007/s13721-025-00705-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00705-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","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/A5002717318","display_name":"Ramesh Prasad Saha","orcid":null},"institutions":[{"id":"https://openalex.org/I55546527","display_name":"Indian Institute of Public Administration","ror":"https://ror.org/040fbda06","country_code":"IN","type":"education","lineage":["https://openalex.org/I55546527"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ramesh Saha","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Information Technology (IIIT) Sonepat, Techno Park, IIT Delhi Sonepat campus, Rajiv Gandhi Education City, Sonipat, 131001, Haryana, India"],"raw_orcid":"https://orcid.org/0000-0003-0003-9450","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Information Technology (IIIT) Sonepat, Techno Park, IIT Delhi Sonepat campus, Rajiv Gandhi Education City, Sonipat, 131001, Haryana, India","institution_ids":["https://openalex.org/I55546527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002717318"],"corresponding_institution_ids":["https://openalex.org/I55546527"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.5808,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94280874,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.4059999883174896,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.4059999883174896,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.3986999988555908,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.022700000554323196,"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/hyperparameter","display_name":"Hyperparameter","score":0.8162999749183655},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.8130000233650208},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6241000294685364},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.5831000208854675},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5821999907493591},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4722000062465668}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.8162999749183655},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.8130000233650208},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6241000294685364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5918999910354614},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.5831000208854675},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5821999907493591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5450999736785889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49140000343322754},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4722000062465668},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4553000032901764},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4415000081062317},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.421099990606308},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3425000011920929},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3411000072956085},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3375999927520752},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.2994000017642975},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.295199990272522},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.28459998965263367},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13721-025-00705-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00705-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.6310908198356628}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2033688243","https://openalex.org/W2226243673","https://openalex.org/W2551056916","https://openalex.org/W2796057380","https://openalex.org/W2907271107","https://openalex.org/W2998701638","https://openalex.org/W3015188018","https://openalex.org/W3203925221","https://openalex.org/W3209555098","https://openalex.org/W4200318716","https://openalex.org/W4220684128","https://openalex.org/W4224054486","https://openalex.org/W4300689353","https://openalex.org/W4313488044","https://openalex.org/W4313855795","https://openalex.org/W4319658904","https://openalex.org/W4366351883","https://openalex.org/W4378516115","https://openalex.org/W4386005192","https://openalex.org/W4388198372","https://openalex.org/W4389322055","https://openalex.org/W4391232367","https://openalex.org/W4392922283","https://openalex.org/W4407832193","https://openalex.org/W4409641695","https://openalex.org/W7092053476"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-12-27T00:00:00"}