{"id":"https://openalex.org/W4415912851","doi":"https://doi.org/10.1007/978-3-032-10486-1_37","title":"Multi-dependence Conditional Vector Boosting Categorical Fidelity in\u00a0Tabular-Data GANs","display_name":"Multi-dependence Conditional Vector Boosting Categorical Fidelity in\u00a0Tabular-Data GANs","publication_year":2025,"publication_date":"2025-11-05","ids":{"openalex":"https://openalex.org/W4415912851","doi":"https://doi.org/10.1007/978-3-032-10486-1_37"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-10486-1_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-10486-1_37","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092096317","display_name":"Melle Mendikowski","orcid":null},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Melle Mendikowski","raw_affiliation_strings":["University of Hamburg, Mittelweg 177, 20148, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Hamburg, Mittelweg 177, 20148, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034157309","display_name":"B. Schindler","orcid":null},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]},{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]},{"id":"https://openalex.org/I18860807","display_name":"Wittenberg University","ror":"https://ror.org/04a23br85","country_code":"US","type":"education","lineage":["https://openalex.org/I18860807"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Benjamin Schindler","raw_affiliation_strings":["Leipzig University, Augustusplatz 10, 04109, Leipzig, Germany","MLU Halle-Wittenberg, Magdeburger Street 8, 06112, Halle, Germany"],"affiliations":[{"raw_affiliation_string":"Leipzig University, Augustusplatz 10, 04109, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]},{"raw_affiliation_string":"MLU Halle-Wittenberg, Magdeburger Street 8, 06112, Halle, Germany","institution_ids":["https://openalex.org/I68956291","https://openalex.org/I18860807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033728229","display_name":"Thomas Schmid","orcid":"https://orcid.org/0000-0002-2849-4730"},"institutions":[{"id":"https://openalex.org/I147765834","display_name":"Leipzig University of Applied Sciences","ror":"https://ror.org/03xgcq477","country_code":"DE","type":"education","lineage":["https://openalex.org/I147765834"]},{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]},{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]},{"id":"https://openalex.org/I18860807","display_name":"Wittenberg University","ror":"https://ror.org/04a23br85","country_code":"US","type":"education","lineage":["https://openalex.org/I18860807"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Thomas Schmid","raw_affiliation_strings":["Lancaster University in Leipzig, Nikolaistra\u00dfe 10, 04109, Leipzig, Germany","MLU Halle-Wittenberg, Magdeburger Street 8, 06112, Halle, Germany"],"affiliations":[{"raw_affiliation_string":"Lancaster University in Leipzig, Nikolaistra\u00dfe 10, 04109, Leipzig, Germany","institution_ids":["https://openalex.org/I147765834","https://openalex.org/I926574661"]},{"raw_affiliation_string":"MLU Halle-Wittenberg, Magdeburger Street 8, 06112, Halle, Germany","institution_ids":["https://openalex.org/I68956291","https://openalex.org/I18860807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083490672","display_name":"Ralf M\u00f6ller","orcid":"https://orcid.org/0000-0001-7389-3696"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralf M\u00f6ller","raw_affiliation_strings":["University of Hamburg, Mittelweg 177, 20148, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Hamburg, Mittelweg 177, 20148, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005456287","display_name":"Mattis Hartwig","orcid":"https://orcid.org/0000-0002-1507-7647"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I4210140540","display_name":"Singularity University","ror":"https://ror.org/04rv9a088","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140540"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Mattis Hartwig","raw_affiliation_strings":["German Research Center for Artificial Intelligence, Ratzeburger Allee 160, 23562, L\u00fcbeck, Germany","singularIT GmbH, Inselstra\u00dfe 27, 04103, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence, Ratzeburger Allee 160, 23562, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"singularIT GmbH, Inselstra\u00dfe 27, 04103, Leipzig, Germany","institution_ids":["https://openalex.org/I4210140540"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5092096317"],"corresponding_institution_ids":["https://openalex.org/I159176309"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.7221957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"412"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.2223999947309494,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.2223999947309494,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.19939999282360077,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.07540000230073929,"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/categorical-variable","display_name":"Categorical variable","score":0.8458999991416931},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.6209999918937683},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5615000128746033},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.36390000581741333},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.36090001463890076},{"id":"https://openalex.org/keywords/conditional-probability","display_name":"Conditional probability","score":0.35510000586509705},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.35089999437332153},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.3197000026702881}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.8458999991416931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8400999903678894},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.6209999918937683},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6208000183105469},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6194999814033508},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5615000128746033},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38769999146461487},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.36390000581741333},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.36090001463890076},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.35510000586509705},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.30640000104904175},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.29989999532699585},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.2913999855518341},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2808000147342682},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C101721835","wikidata":"https://www.wikidata.org/wiki/Q813908","display_name":"Conditional entropy","level":3,"score":0.2797999978065491},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2587999999523163}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-10486-1_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-10486-1_37","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":12,"referenced_works":["https://openalex.org/W1974971448","https://openalex.org/W2084371287","https://openalex.org/W2911978475","https://openalex.org/W3113149630","https://openalex.org/W4205925519","https://openalex.org/W4206912392","https://openalex.org/W4225593444","https://openalex.org/W4285149890","https://openalex.org/W4308644392","https://openalex.org/W4365504037","https://openalex.org/W4379511063","https://openalex.org/W4407697110"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2025-11-05T00:00:00"}