{"id":"https://openalex.org/W1608272107","doi":"https://doi.org/10.1007/bfb0095424","title":"Data mining with graphical models","display_name":"Data mining with graphical models","publication_year":1998,"publication_date":"1998-01-01","ids":{"openalex":"https://openalex.org/W1608272107","doi":"https://doi.org/10.1007/bfb0095424","mag":"1608272107"},"language":"en","primary_location":{"id":"doi:10.1007/bfb0095424","is_oa":false,"landing_page_url":"https://doi.org/10.1007/bfb0095424","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/A5082293980","display_name":"Rudolf Kruse","orcid":"https://orcid.org/0000-0003-4981-2758"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rudolf Kruse","raw_affiliation_strings":["Dept. of Knowledge Processing and Language Engineering Otto-von-Guericke-University of Magdeburg, Universit\u00e4tsplatz 2, D-39106, Magdeburg, Germany","Dept. of Knowledge Processing and Language Engineering Otto-von-Guericke-University of Magdeburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Knowledge Processing and Language Engineering Otto-von-Guericke-University of Magdeburg, Universit\u00e4tsplatz 2, D-39106, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Dept. of Knowledge Processing and Language Engineering Otto-von-Guericke-University of Magdeburg","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109526047","display_name":"Christian Borgelt","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Borgelt","raw_affiliation_strings":["Dept. of Knowledge Processing and Language Engineering Otto-von-Guericke-University of Magdeburg, Universit\u00e4tsplatz 2, D-39106, Magdeburg, Germany","Dept. of Knowledge Processing and Language Engineering Otto-von-Guericke-University of Magdeburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Knowledge Processing and Language Engineering Otto-von-Guericke-University of Magdeburg, Universit\u00e4tsplatz 2, D-39106, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Dept. of Knowledge Processing and Language Engineering Otto-von-Guericke-University of Magdeburg","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.14248913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9980000257492065,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.8818668723106384},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.8041235208511353},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.7416232228279114},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.6909844279289246},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5296319127082825},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5279135704040527},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4811457395553589},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.43320178985595703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4096033573150635},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33849596977233887},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33286166191101074}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8818668723106384},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8041235208511353},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.7416232228279114},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.6909844279289246},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5296319127082825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5279135704040527},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4811457395553589},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.43320178985595703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4096033573150635},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33849596977233887},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33286166191101074},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/bfb0095424","is_oa":false,"landing_page_url":"https://doi.org/10.1007/bfb0095424","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:CiteSeerX.psu:10.1.1.102.2175","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.102.2175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.borgelt.net/papers/kiui_98.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.162.326","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.162.326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://fuzzy.cs.uni-magdeburg.de/~borgelt/papers/alt_02.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.42.3297","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.3297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://fuzzy.cs.uni-magdeburg.de/publications/borgelt/kiui_98.ps.gz","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.51.6004","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.51.6004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://fuzzy.cs.uni-magdeburg.de/~borgelt/papers/kiui_98.ps.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W30853191","https://openalex.org/W89983288","https://openalex.org/W283637647","https://openalex.org/W1485846750","https://openalex.org/W1515033516","https://openalex.org/W1518076737","https://openalex.org/W1545744341","https://openalex.org/W1560364848","https://openalex.org/W1561955989","https://openalex.org/W1565956208","https://openalex.org/W1578451667","https://openalex.org/W1584961952","https://openalex.org/W1593793857","https://openalex.org/W1606292566","https://openalex.org/W1709414455","https://openalex.org/W1932925828","https://openalex.org/W1968595900","https://openalex.org/W1992212603","https://openalex.org/W2008906462","https://openalex.org/W2017318108","https://openalex.org/W2019950953","https://openalex.org/W2043641246","https://openalex.org/W2049633694","https://openalex.org/W2053041513","https://openalex.org/W2069469807","https://openalex.org/W2106596127","https://openalex.org/W2113214579","https://openalex.org/W2127304722","https://openalex.org/W2143075689","https://openalex.org/W2157041604","https://openalex.org/W2159080219","https://openalex.org/W2161369142","https://openalex.org/W2163166770","https://openalex.org/W2164087628","https://openalex.org/W2167826316","https://openalex.org/W2170112109","https://openalex.org/W2407116185","https://openalex.org/W2579826158","https://openalex.org/W2598771954","https://openalex.org/W2797148637","https://openalex.org/W2963844860","https://openalex.org/W2994982620","https://openalex.org/W3183185903","https://openalex.org/W4210896998","https://openalex.org/W4214637188","https://openalex.org/W4214755209","https://openalex.org/W4230588984","https://openalex.org/W4236354166","https://openalex.org/W4301347335","https://openalex.org/W6601246327","https://openalex.org/W6636282429","https://openalex.org/W6637170354","https://openalex.org/W6770284230","https://openalex.org/W7000852851"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2776613281","https://openalex.org/W2070797946"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}