{"id":"https://openalex.org/W4408125991","doi":"https://doi.org/10.1007/978-3-031-82481-4_25","title":"Beyond Iterative Tuning: Zero-Shot Hyperparameter Optimisation for\u00a0Decision Trees","display_name":"Beyond Iterative Tuning: Zero-Shot Hyperparameter Optimisation for\u00a0Decision Trees","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408125991","doi":"https://doi.org/10.1007/978-3-031-82481-4_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-82481-4_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82481-4_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5041090422","display_name":"Tarek Salhi","orcid":"https://orcid.org/0000-0003-4073-1169"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]},{"id":"https://openalex.org/I74316835","display_name":"Vodafone (United Kingdom)","ror":"https://ror.org/01v7jrq42","country_code":"GB","type":"company","lineage":["https://openalex.org/I74316835"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tarek Salhi","raw_affiliation_strings":["Loughborough University, Leicestershire, UK","Vodafone Group, London, UK"],"raw_orcid":"https://orcid.org/0000-0003-4073-1169","affiliations":[{"raw_affiliation_string":"Loughborough University, Leicestershire, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"Vodafone Group, London, UK","institution_ids":["https://openalex.org/I74316835"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069851877","display_name":"John R. Woodward","orcid":"https://orcid.org/0000-0002-2093-8990"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"John Woodward","raw_affiliation_strings":["Loughborough University, Leicestershire, UK"],"raw_orcid":"https://orcid.org/0000-0002-2093-8990","affiliations":[{"raw_affiliation_string":"Loughborough University, Leicestershire, UK","institution_ids":["https://openalex.org/I143804889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069851877"],"corresponding_institution_ids":["https://openalex.org/I143804889"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"359","last_page":"374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":1.0,"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/T12535","display_name":"Machine Learning and Data Classification","score":1.0,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9979000091552734,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.9005619287490845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7685795426368713},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6647766828536987},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5778759717941284},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.503497302532196},{"id":"https://openalex.org/keywords/one-shot","display_name":"One shot","score":0.432059645652771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42660245299339294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38023248314857483},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33489418029785156},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32051610946655273},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17100098729133606}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.9005619287490845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7685795426368713},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6647766828536987},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5778759717941284},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.503497302532196},{"id":"https://openalex.org/C2992734406","wikidata":"https://www.wikidata.org/wiki/Q413267","display_name":"One shot","level":2,"score":0.432059645652771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42660245299339294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38023248314857483},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33489418029785156},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32051610946655273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17100098729133606},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-82481-4_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82481-4_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W60686164","https://openalex.org/W1678356000","https://openalex.org/W1981276685","https://openalex.org/W1994197834","https://openalex.org/W2102539288","https://openalex.org/W2108626634","https://openalex.org/W2115733720","https://openalex.org/W2132862423","https://openalex.org/W2141119792","https://openalex.org/W2165698076","https://openalex.org/W2194321275","https://openalex.org/W2194775991","https://openalex.org/W2244094084","https://openalex.org/W2309832917","https://openalex.org/W2395579298","https://openalex.org/W2911964244","https://openalex.org/W2955219525","https://openalex.org/W2963248505","https://openalex.org/W2981848390","https://openalex.org/W3011307848","https://openalex.org/W3139250374","https://openalex.org/W3182220093","https://openalex.org/W3204329301","https://openalex.org/W4241870986","https://openalex.org/W4255949318","https://openalex.org/W4287869765","https://openalex.org/W4381827888","https://openalex.org/W4391808603","https://openalex.org/W6600175564","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2497720472","https://openalex.org/W4292659306","https://openalex.org/W3044321615","https://openalex.org/W2806221744","https://openalex.org/W2326937258","https://openalex.org/W394267150","https://openalex.org/W2773965352","https://openalex.org/W4294892107","https://openalex.org/W2357748469","https://openalex.org/W2392917037"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
