{"id":"https://openalex.org/W7170669239","doi":"https://doi.org/10.1007/978-3-032-31441-3_18","title":"Probabilistic Ranking for Transfer Learning Bayesian Optimization","display_name":"Probabilistic Ranking for Transfer Learning Bayesian Optimization","publication_year":2026,"publication_date":"2026-07-24","ids":{"openalex":"https://openalex.org/W7170669239","doi":"https://doi.org/10.1007/978-3-032-31441-3_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-31441-3_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-31441-3_18","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/A5037371681","display_name":"Philipp Wagner","orcid":"https://orcid.org/0000-0002-4055-0096"},"institutions":[{"id":"https://openalex.org/I3018473509","display_name":"Fraunhofer Institute for Manufacturing Engineering and Automation","ror":"https://ror.org/01rvqha10","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3018473509","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Philipp Wagner","raw_affiliation_strings":["Research Unit Artificial Intelligence and Machine Vision, Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Unit Artificial Intelligence and Machine Vision, Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany","institution_ids":["https://openalex.org/I3018473509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109816643","display_name":"Hayk Amirkhanian","orcid":null},"institutions":[{"id":"https://openalex.org/I3018473509","display_name":"Fraunhofer Institute for Manufacturing Engineering and Automation","ror":"https://ror.org/01rvqha10","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3018473509","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hayk Amirkhanian","raw_affiliation_strings":["Research Unit Artificial Intelligence and Machine Vision, Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Unit Artificial Intelligence and Machine Vision, Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany","institution_ids":["https://openalex.org/I3018473509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069434560","display_name":"Marco Roth","orcid":"https://orcid.org/0000-0002-1276-5655"},"institutions":[{"id":"https://openalex.org/I3018473509","display_name":"Fraunhofer Institute for Manufacturing Engineering and Automation","ror":"https://ror.org/01rvqha10","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3018473509","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Roth","raw_affiliation_strings":["Research Unit Artificial Intelligence and Machine Vision, Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Unit Artificial Intelligence and Machine Vision, Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany","institution_ids":["https://openalex.org/I3018473509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102902943","display_name":"Marco Huber","orcid":"https://orcid.org/0000-0003-3413-6291"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]},{"id":"https://openalex.org/I3018473509","display_name":"Fraunhofer Institute for Manufacturing Engineering and Automation","ror":"https://ror.org/01rvqha10","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3018473509","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco F. Huber","raw_affiliation_strings":["Institute of Industrial Manufacturing and Management IFF, University of Stuttgart, Stuttgart, Germany","Research Unit Artificial Intelligence and Machine Vision, Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Industrial Manufacturing and Management IFF, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Research Unit Artificial Intelligence and Machine Vision, Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany","institution_ids":["https://openalex.org/I3018473509"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037371681"],"corresponding_institution_ids":["https://openalex.org/I3018473509"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6284000277519226},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6179999709129333},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5525000095367432},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.5127999782562256},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.4952999949455261},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4844000041484833},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.46389999985694885},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.3596999943256378}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8403000235557556},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6284000277519226},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6179999709129333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6104999780654907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5911999940872192},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5525000095367432},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.5127999782562256},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.4952999949455261},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4844000041484833},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.46389999985694885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38199999928474426},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3596999943256378},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.35760000348091125},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.34940001368522644},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C152361515","wikidata":"https://www.wikidata.org/wiki/Q181328","display_name":"Bernoulli's principle","level":2,"score":0.29739999771118164},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C70136482","wikidata":"https://www.wikidata.org/wiki/Q13583781","display_name":"A-weighting","level":3,"score":0.2662000060081482},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.2563000023365021}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-31441-3_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-31441-3_18","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1507599800","https://openalex.org/W1965520710","https://openalex.org/W2013784666","https://openalex.org/W2182070128","https://openalex.org/W2192203593","https://openalex.org/W2200000192","https://openalex.org/W2478899349","https://openalex.org/W2732547613","https://openalex.org/W2780562800","https://openalex.org/W2950103693","https://openalex.org/W3118300017","https://openalex.org/W4211049957","https://openalex.org/W4281874897","https://openalex.org/W4317889697","https://openalex.org/W4404042438","https://openalex.org/W4412081871","https://openalex.org/W6894263952","https://openalex.org/W7133207029","https://openalex.org/W7133213406"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-26T05:49:09.470579","created_date":"2026-07-25T00:00:00"}
