{"id":"https://openalex.org/W4402113899","doi":"https://doi.org/10.1007/978-3-031-70365-2_14","title":"Enhanced Bayesian Optimization via\u00a0Preferential Modeling of\u00a0Abstract Properties","display_name":"Enhanced Bayesian Optimization via\u00a0Preferential Modeling of\u00a0Abstract Properties","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402113899","doi":"https://doi.org/10.1007/978-3-031-70365-2_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-70365-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70365-2_14","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Enhanced_Bayesian_Optimization_via_Preferential_Modeling_of_Abstract_Properties/27166542","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002229909","display_name":"Ajit Kumar","orcid":"https://orcid.org/0000-0002-4319-4779"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"A. V. Arun Kumar","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062759273","display_name":"Alistair Shilton","orcid":"https://orcid.org/0000-0002-0849-3271"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alistair Shilton","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088583724","display_name":"Sunil Gupta","orcid":"https://orcid.org/0000-0001-8714-0281"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sunil Gupta","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024215125","display_name":"Santu Rana","orcid":"https://orcid.org/0000-0003-2247-850X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Santu Rana","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066656417","display_name":"Stewart Greenhill","orcid":"https://orcid.org/0000-0002-7585-9632"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stewart Greenhill","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045540854","display_name":"Svetha Venkatesh","orcid":"https://orcid.org/0000-0001-8675-6631"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Svetha Venkatesh","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002229909"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6031,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.83419904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"234","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9990000128746033,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9990000128746033,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9986000061035156,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9915000200271606,"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/computer-science","display_name":"Computer science","score":0.8431283235549927},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.5624707937240601},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5120173096656799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36797598004341125},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33145207166671753},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3256562650203705},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08215761184692383}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8431283235549927},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.5624707937240601},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5120173096656799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36797598004341125},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33145207166671753},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3256562650203705},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08215761184692383}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-70365-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70365-2_14","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"},{"id":"pmh:oai:figshare.com:article/27166542","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Enhanced_Bayesian_Optimization_via_Preferential_Modeling_of_Abstract_Properties/27166542","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27166542","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Enhanced_Bayesian_Optimization_via_Preferential_Modeling_of_Abstract_Properties/27166542","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W33891176","https://openalex.org/W52770770","https://openalex.org/W1965520710","https://openalex.org/W1981276685","https://openalex.org/W2039522160","https://openalex.org/W2061144551","https://openalex.org/W2153975459","https://openalex.org/W2166566250","https://openalex.org/W2791384746","https://openalex.org/W2907540900","https://openalex.org/W2990240905","https://openalex.org/W2998788451","https://openalex.org/W3095574369","https://openalex.org/W3173844806","https://openalex.org/W3182093882","https://openalex.org/W4200090396","https://openalex.org/W4211049957","https://openalex.org/W4252841025","https://openalex.org/W6600036705","https://openalex.org/W6603612406","https://openalex.org/W6630675009","https://openalex.org/W6732222305"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W3106461837","https://openalex.org/W4283700523","https://openalex.org/W3168182983","https://openalex.org/W4387079005","https://openalex.org/W4321472004","https://openalex.org/W4221166418","https://openalex.org/W3117893869","https://openalex.org/W4401858220"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
