{"id":"https://openalex.org/W7202289752","doi":"https://doi.org/10.1109/icde65706.2026.00011","title":"Fast Discovery of Functional Dependencies via Bayesian Network Learning","display_name":"Fast Discovery of Functional Dependencies via Bayesian Network Learning","publication_year":2026,"publication_date":"2026-05-01","ids":{"openalex":"https://openalex.org/W7202289752","doi":"https://doi.org/10.1109/icde65706.2026.00011"},"language":"en","primary_location":{"id":"doi:10.1109/icde65706.2026.00011","doi":"https://doi.org/10.1109/icde65706.2026.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde65706.2026.00011","pdf_url":null,"source":{"id":"https://openalex.org/S4210210321","display_name":"IEEE International Conference on Data Engineering (ICDE)","issn_l":"1084-4627","issn":["1084-4627","2375-0286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 42nd International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"},"volume":null,"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/A5103154463","display_name":"Siyi Yang","orcid":"https://orcid.org/0009-0007-4246-4072","observed_orcids":["https://orcid.org/0009-0007-4246-4072"]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyi Yang","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139820525","display_name":"Shenglin Chen","orcid":"https://orcid.org/0009-0005-7815-7918","observed_orcids":["https://orcid.org/0009-0005-7815-7918"]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenglin Chen","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146946682","display_name":"Xi Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Wang","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146944115","display_name":"Yuhua Tang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhua Tang","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102723856","display_name":"Ruochun Jin","orcid":"https://orcid.org/0009-0001-2763-0577","observed_orcids":["https://orcid.org/0009-0001-2763-0577","https://orcid.org/0000-0001-6217-4223"]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruochun Jin","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64837714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"44","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.8701000213623047,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.8701000213623047,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.12129999697208405,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/functional-dependencies","display_name":"functional dependencies","score":0.9950000047683716},{"id":"https://openalex.org/keywords/bayesian-network-learning","display_name":"Bayesian network learning","score":0.9629999995231628},{"id":"https://openalex.org/keywords/dependency-discovery","display_name":"dependency discovery","score":0.6890000104904175},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.5059999823570251},{"id":"https://openalex.org/keywords/constraint-based-learning","display_name":"constraint-based learning","score":0.46399998664855957}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676999926567078},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5892999768257141},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5641000270843506},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3982999920845032},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3982999920845032},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3675000071525574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3352999985218048},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.33219999074935913},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33079999685287476},{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.2935999929904938},{"id":"https://openalex.org/C26320393","wikidata":"https://www.wikidata.org/wiki/Q597053","display_name":"Functional dependency","level":3,"score":0.28290000557899475},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2799000144004822},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icde65706.2026.00011","doi":"https://doi.org/10.1109/icde65706.2026.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde65706.2026.00011","pdf_url":null,"source":{"id":"https://openalex.org/S4210210321","display_name":"IEEE International Conference on Data Engineering (ICDE)","issn_l":"1084-4627","issn":["1084-4627","2375-0286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 42nd International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1502954553","https://openalex.org/W1537955876","https://openalex.org/W1571341547","https://openalex.org/W1967379394","https://openalex.org/W1969592497","https://openalex.org/W1977041160","https://openalex.org/W1994962776","https://openalex.org/W2000378335","https://openalex.org/W2005389515","https://openalex.org/W2024443169","https://openalex.org/W2029570660","https://openalex.org/W2040820996","https://openalex.org/W2044469685","https://openalex.org/W2095724929","https://openalex.org/W2099637074","https://openalex.org/W2102489964","https://openalex.org/W2113607096","https://openalex.org/W2133409729","https://openalex.org/W2147722789","https://openalex.org/W2162294668","https://openalex.org/W2163855617","https://openalex.org/W2166549982","https://openalex.org/W2170112109","https://openalex.org/W2266772167","https://openalex.org/W2286662104","https://openalex.org/W2319182202","https://openalex.org/W2439326083","https://openalex.org/W2518778694","https://openalex.org/W2532748481","https://openalex.org/W2591700809","https://openalex.org/W2618188015","https://openalex.org/W2798658665","https://openalex.org/W2803396353","https://openalex.org/W2913572352","https://openalex.org/W2948579453","https://openalex.org/W2970727798","https://openalex.org/W2979264068","https://openalex.org/W3031504748","https://openalex.org/W3041128325","https://openalex.org/W3080831182","https://openalex.org/W3175807109","https://openalex.org/W3194728065","https://openalex.org/W3201412947","https://openalex.org/W4213245422","https://openalex.org/W4229050644","https://openalex.org/W4252085722","https://openalex.org/W4281879035","https://openalex.org/W4293102081","https://openalex.org/W4391653292","https://openalex.org/W4400909766","https://openalex.org/W4402043009"],"related_works":["https://openalex.org/W2965640690","https://openalex.org/W118115870","https://openalex.org/W22767138","https://openalex.org/W2588903305","https://openalex.org/W2954677268","https://openalex.org/W2164592362","https://openalex.org/W3009532329","https://openalex.org/W2332720061","https://openalex.org/W792219868","https://openalex.org/W4375948223"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-13T00:00:00"}