{"id":"https://openalex.org/W4413238933","doi":"https://doi.org/10.1007/s11227-025-07681-1","title":"A model-agnostic ordinal regression pipeline for length of stay prediction","display_name":"A model-agnostic ordinal regression pipeline for length of stay prediction","publication_year":2025,"publication_date":"2025-08-09","ids":{"openalex":"https://openalex.org/W4413238933","doi":"https://doi.org/10.1007/s11227-025-07681-1"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07681-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07681-1","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/A5101590368","display_name":"Xiaoxiao Huang","orcid":"https://orcid.org/0000-0001-5119-3373"},"institutions":[{"id":"https://openalex.org/I4210166576","display_name":"First Affiliated Hospital Zhejiang University","ror":"https://ror.org/05m1p5x56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210166576"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Huang","raw_affiliation_strings":["The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, Zhejiang, China","institution_ids":["https://openalex.org/I4210166576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101394369","display_name":"Kaibo He","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaibo He","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, 310023, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, 310023, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103189934","display_name":"Chenyu Hou","orcid":"https://orcid.org/0000-0001-6622-0039"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyu Hou","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, 310023, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, 310023, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101363810","display_name":"Min Zhou","orcid":"https://orcid.org/0000-0002-9249-6730"},"institutions":[{"id":"https://openalex.org/I4210166576","display_name":"First Affiliated Hospital Zhejiang University","ror":"https://ror.org/05m1p5x56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210166576"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Zhou","raw_affiliation_strings":["The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, Zhejiang, China","institution_ids":["https://openalex.org/I4210166576"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101570284","display_name":"Dingchang Zheng","orcid":"https://orcid.org/0000-0001-8077-4548"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dingchang Zheng","raw_affiliation_strings":["Research Centre for Intelligent Healthcare, Coventry University, Priory Street, Coventry, CV1 5FB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Centre for Intelligent Healthcare, Coventry University, Priory Street, Coventry, CV1 5FB, UK","institution_ids":["https://openalex.org/I73417466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101363810"],"corresponding_institution_ids":["https://openalex.org/I4210166576"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10277557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"81","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9046710729598999},{"id":"https://openalex.org/keywords/ordinal-regression","display_name":"Ordinal regression","score":0.8590478897094727},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7665165662765503},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5358988046646118},{"id":"https://openalex.org/keywords/ordinal-optimization","display_name":"Ordinal optimization","score":0.5313584804534912},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.49992990493774414},{"id":"https://openalex.org/keywords/ordinal-data","display_name":"Ordinal data","score":0.44353145360946655},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4210672974586487},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3856954574584961},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37253087759017944},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.292258083820343},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16503793001174927},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.061699479818344116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9046710729598999},{"id":"https://openalex.org/C110313322","wikidata":"https://www.wikidata.org/wiki/Q7100793","display_name":"Ordinal regression","level":2,"score":0.8590478897094727},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7665165662765503},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5358988046646118},{"id":"https://openalex.org/C81386100","wikidata":"https://www.wikidata.org/wiki/Q7100792","display_name":"Ordinal optimization","level":3,"score":0.5313584804534912},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.49992990493774414},{"id":"https://openalex.org/C85461838","wikidata":"https://www.wikidata.org/wiki/Q7100785","display_name":"Ordinal data","level":2,"score":0.44353145360946655},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4210672974586487},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3856954574584961},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37253087759017944},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.292258083820343},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16503793001174927},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.061699479818344116}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11227-025-07681-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07681-1","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/c69d0ed4-ba8f-4545-a8c0-54c9337dab29","is_oa":false,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/c69d0ed4-ba8f-4545-a8c0-54c9337dab29","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Huang, X, He, K, Hou, C, Zhou, M & Zheng, D 2025, 'A model-agnostic ordinal regression pipeline for length of stay prediction', Journal of Supercomputing, vol. 81, 1222. https://doi.org/10.1007/s11227-025-07681-1","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G661590375","display_name":null,"funder_award_id":"2023M730347","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2007281290","https://openalex.org/W2047928166","https://openalex.org/W2084980263","https://openalex.org/W2148143831","https://openalex.org/W2162800060","https://openalex.org/W2222394820","https://openalex.org/W2396881363","https://openalex.org/W2483781330","https://openalex.org/W2597505554","https://openalex.org/W2794496820","https://openalex.org/W2910859771","https://openalex.org/W2939877560","https://openalex.org/W2968594437","https://openalex.org/W2998445959","https://openalex.org/W3042777221","https://openalex.org/W3095791468","https://openalex.org/W3097760447","https://openalex.org/W3101973032","https://openalex.org/W3207228626","https://openalex.org/W3213611728","https://openalex.org/W4205231300","https://openalex.org/W4223962496","https://openalex.org/W4287225981","https://openalex.org/W4288083420","https://openalex.org/W4297499129","https://openalex.org/W4320717301","https://openalex.org/W4377041984","https://openalex.org/W4382203079","https://openalex.org/W4390813021","https://openalex.org/W4391582709","https://openalex.org/W4392011036","https://openalex.org/W4392904763","https://openalex.org/W6823941541"],"related_works":["https://openalex.org/W4399574212","https://openalex.org/W2058716166","https://openalex.org/W2503289023","https://openalex.org/W2525848170","https://openalex.org/W2023060082","https://openalex.org/W4399569456","https://openalex.org/W2798701209","https://openalex.org/W2237498897","https://openalex.org/W2050956826","https://openalex.org/W3021328243"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
