{"id":"https://openalex.org/W1959840315","doi":"https://doi.org/10.1007/s10994-015-5532-x","title":"Lifted generative learning of Markov logic networks","display_name":"Lifted generative learning of Markov logic networks","publication_year":2015,"publication_date":"2015-10-28","ids":{"openalex":"https://openalex.org/W1959840315","doi":"https://doi.org/10.1007/s10994-015-5532-x","mag":"1959840315"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-015-5532-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-015-5532-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5532-x.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5532-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038463100","display_name":"Jan Van Haaren","orcid":"https://orcid.org/0000-0001-7737-5490"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Jan Van Haaren","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3001, Heverlee, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3001, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009539513","display_name":"Guy Van den Broeck","orcid":"https://orcid.org/0000-0003-3434-2503"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","US"],"is_corresponding":false,"raw_author_name":"Guy Van den Broeck","raw_affiliation_strings":["Computer Science Department, University of California, Los Angeles, Los Angeles, CA, USA","Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3001, Heverlee, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3001, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074451226","display_name":"Wannes Meert","orcid":"https://orcid.org/0000-0001-9560-3872"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wannes Meert","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3001, Heverlee, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3001, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029479248","display_name":"Jesse Davis","orcid":"https://orcid.org/0000-0002-3748-9263"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jesse Davis","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3001, Heverlee, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3001, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038463100"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":5.2512,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95419708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"103","issue":"1","first_page":"27","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9750999808311462,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9739999771118164,"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/inference","display_name":"Inference","score":0.6922742128372192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6508492231369019},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6087741851806641},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6003386974334717},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5160607695579529},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5138816833496094},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.47655513882637024},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4750799536705017},{"id":"https://openalex.org/keywords/statistical-relational-learning","display_name":"Statistical relational learning","score":0.45204076170921326},{"id":"https://openalex.org/keywords/probabilistic-logic-network","display_name":"Probabilistic logic network","score":0.4143363833427429},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.39938193559646606},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3279591500759125},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15313351154327393},{"id":"https://openalex.org/keywords/multimodal-logic","display_name":"Multimodal logic","score":0.09808579087257385},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.09769126772880554}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6922742128372192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6508492231369019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6087741851806641},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6003386974334717},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5160607695579529},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5138816833496094},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.47655513882637024},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4750799536705017},{"id":"https://openalex.org/C177877439","wikidata":"https://www.wikidata.org/wiki/Q7604413","display_name":"Statistical relational learning","level":3,"score":0.45204076170921326},{"id":"https://openalex.org/C18998212","wikidata":"https://www.wikidata.org/wiki/Q7246856","display_name":"Probabilistic logic network","level":5,"score":0.4143363833427429},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.39938193559646606},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3279591500759125},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15313351154327393},{"id":"https://openalex.org/C203659156","wikidata":"https://www.wikidata.org/wiki/Q6934805","display_name":"Multimodal logic","level":3,"score":0.09808579087257385},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.09769126772880554},{"id":"https://openalex.org/C3845977","wikidata":"https://www.wikidata.org/wiki/Q4826262","display_name":"Autoepistemic logic","level":4,"score":0.0},{"id":"https://openalex.org/C102993220","wikidata":"https://www.wikidata.org/wiki/Q387196","display_name":"Description logic","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10994-015-5532-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-015-5532-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5532-x.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/506122","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/506122","pdf_url":null,"source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Machine Learning, vol. 103 (1), Art.No. 1, (27-55)","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt4986s4ns","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/4986s4ns","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning, vol 103, iss 1","raw_type":"article"},{"id":"pmh:qt4986s4ns","is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/4986s4ns","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Van Haaren, J; Van den Broeck, G; Meert, W; &amp; Davis, J. (2016). Lifted generative learning of Markov logic networks. Machine Learning, 103(1), 27 - 55. doi: 10.1007/s10994-015-5532-x. UCLA: Retrieved from: http://www.escholarship.org/uc/item/4986s4ns","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10994-015-5532-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-015-5532-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5532-x.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1959840315.pdf","grobid_xml":"https://content.openalex.org/works/W1959840315.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W28766783","https://openalex.org/W47392883","https://openalex.org/W73939759","https://openalex.org/W121649270","https://openalex.org/W131225417","https://openalex.org/W164001702","https://openalex.org/W203049729","https://openalex.org/W1503398984","https://openalex.org/W1511986666","https://openalex.org/W1535430927","https://openalex.org/W1535439311","https://openalex.org/W1585529040","https://openalex.org/W1606383219","https://openalex.org/W1728061942","https://openalex.org/W1748004346","https://openalex.org/W1760941220","https://openalex.org/W1823181550","https://openalex.org/W1828722919","https://openalex.org/W1843494895","https://openalex.org/W1858033312","https://openalex.org/W1858502558","https://openalex.org/W1894658779","https://openalex.org/W1899311411","https://openalex.org/W1977970897","https://openalex.org/W2028114585","https://openalex.org/W2051434435","https://openalex.org/W2062818807","https://openalex.org/W2078762661","https://openalex.org/W2096799703","https://openalex.org/W2105197197","https://openalex.org/W2107272354","https://openalex.org/W2117776955","https://openalex.org/W2119943182","https://openalex.org/W2120930809","https://openalex.org/W2121075864","https://openalex.org/W2125984043","https://openalex.org/W2133873188","https://openalex.org/W2134267347","https://openalex.org/W2136801552","https://openalex.org/W2138164508","https://openalex.org/W2144429462","https://openalex.org/W2144461918","https://openalex.org/W2159284075","https://openalex.org/W2160842254","https://openalex.org/W2161124671","https://openalex.org/W2166741250","https://openalex.org/W2170293299","https://openalex.org/W2171016142","https://openalex.org/W2188252507","https://openalex.org/W2397766833","https://openalex.org/W2503079136","https://openalex.org/W2522473833","https://openalex.org/W2604272474","https://openalex.org/W2990138404","https://openalex.org/W3099451540","https://openalex.org/W4230447822","https://openalex.org/W4254287404","https://openalex.org/W4255373292","https://openalex.org/W4256542144","https://openalex.org/W6601926695","https://openalex.org/W6602986204","https://openalex.org/W6607657359","https://openalex.org/W6630177651","https://openalex.org/W6635091066","https://openalex.org/W6637609753","https://openalex.org/W6637778417","https://openalex.org/W6637828697","https://openalex.org/W6684108786","https://openalex.org/W6685090696"],"related_works":["https://openalex.org/W4297797389","https://openalex.org/W1889548941","https://openalex.org/W2950173302","https://openalex.org/W4302071408","https://openalex.org/W2952148308","https://openalex.org/W2140114685","https://openalex.org/W2072389162","https://openalex.org/W2494200839","https://openalex.org/W2104279947","https://openalex.org/W1894658779"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
