{"id":"https://openalex.org/W1986767090","doi":"https://doi.org/10.1007/s10994-013-5392-1","title":"Fast relational learning using bottom clause propositionalization with artificial neural networks","display_name":"Fast relational learning using bottom clause propositionalization with artificial neural networks","publication_year":2013,"publication_date":"2013-07-04","ids":{"openalex":"https://openalex.org/W1986767090","doi":"https://doi.org/10.1007/s10994-013-5392-1","mag":"1986767090"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-013-5392-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5392-1","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5392-1.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%2Fs10994-013-5392-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017086146","display_name":"Manoel Vitor Macedo Fran\u00e7a","orcid":null},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]},{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["BR","GB"],"is_corresponding":true,"raw_author_name":"Manoel V. M. Fran\u00e7a","raw_affiliation_strings":["City University London, London, UK","Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil","Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil and City University London, London, UK#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University London, London, UK","institution_ids":["https://openalex.org/I180825142"]},{"raw_affiliation_string":"Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I122140584"]},{"raw_affiliation_string":"Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil and City University London, London, UK#TAB#","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012291023","display_name":"Gerson Zaverucha","orcid":"https://orcid.org/0000-0002-3641-6839"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gerson Zaverucha","raw_affiliation_strings":["Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060005929","display_name":"Artur d\u2019Avila Garcez","orcid":"https://orcid.org/0000-0001-7375-9518"},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Artur S. d\u2019Avila\u00a0Garcez","raw_affiliation_strings":["City University London, London, UK","City University, London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University London, London, UK","institution_ids":["https://openalex.org/I180825142"]},{"raw_affiliation_string":"City University, London, London, UK","institution_ids":["https://openalex.org/I180825142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017086146"],"corresponding_institution_ids":["https://openalex.org/I122140584","https://openalex.org/I180825142"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":21.9419,"has_fulltext":true,"cited_by_count":117,"citation_normalized_percentile":{"value":0.99155933,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"94","issue":"1","first_page":"81","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.998199999332428,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9977999925613403,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9966999888420105,"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/inductive-logic-programming","display_name":"Inductive logic programming","score":0.8880095481872559},{"id":"https://openalex.org/keywords/statistical-relational-learning","display_name":"Statistical relational learning","score":0.7409137487411499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.711147129535675},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6761813163757324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6205645799636841},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4975443184375763},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.4398554265499115},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4095991849899292},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4078494608402252},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21047186851501465}],"concepts":[{"id":"https://openalex.org/C2779382394","wikidata":"https://www.wikidata.org/wiki/Q1464197","display_name":"Inductive logic programming","level":2,"score":0.8880095481872559},{"id":"https://openalex.org/C177877439","wikidata":"https://www.wikidata.org/wiki/Q7604413","display_name":"Statistical relational learning","level":3,"score":0.7409137487411499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.711147129535675},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6761813163757324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6205645799636841},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4975443184375763},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.4398554265499115},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4095991849899292},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4078494608402252},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21047186851501465},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10994-013-5392-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5392-1","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5392-1.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:openaccess.city.ac.uk:3057","is_oa":false,"landing_page_url":"https://openaccess.city.ac.uk/view/creators_id/a=2Egarcez.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306401940","display_name":"City Research Online (City University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I180825142","host_organization_name":"City, University of London","host_organization_lineage":["https://openalex.org/I180825142"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.642.1138","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.642.1138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.soi.city.ac.uk/~aag/papers/mlj2013.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/s10994-013-5392-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5392-1","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5392-1.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/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"},{"id":"https://openalex.org/F4320323678","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco","ror":"https://ror.org/02te5rf52"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1986767090.pdf","grobid_xml":"https://content.openalex.org/works/W1986767090.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W13537899","https://openalex.org/W1503499665","https://openalex.org/W1511986666","https://openalex.org/W1545331097","https://openalex.org/W1546359867","https://openalex.org/W1569512666","https://openalex.org/W1576278180","https://openalex.org/W1578460389","https://openalex.org/W1582774210","https://openalex.org/W1584655495","https://openalex.org/W1585529040","https://openalex.org/W1588337522","https://openalex.org/W1605168651","https://openalex.org/W1670845525","https://openalex.org/W1785889609","https://openalex.org/W1835689390","https://openalex.org/W1965380665","https://openalex.org/W1966961673","https://openalex.org/W1977970897","https://openalex.org/W1978240667","https://openalex.org/W1987902506","https://openalex.org/W2003019560","https://openalex.org/W2005374071","https://openalex.org/W2018206481","https://openalex.org/W2045793840","https://openalex.org/W2051812123","https://openalex.org/W2052183133","https://openalex.org/W2065204741","https://openalex.org/W2075420319","https://openalex.org/W2103925879","https://openalex.org/W2105622872","https://openalex.org/W2113185699","https://openalex.org/W2113882472","https://openalex.org/W2119831128","https://openalex.org/W2121906195","https://openalex.org/W2125055259","https://openalex.org/W2127434665","https://openalex.org/W2131987814","https://openalex.org/W2132898164","https://openalex.org/W2136000097","https://openalex.org/W2136636278","https://openalex.org/W2137126099","https://openalex.org/W2140141795","https://openalex.org/W2148143831","https://openalex.org/W2156876426","https://openalex.org/W2158292827","https://openalex.org/W2159727905","https://openalex.org/W2160208155","https://openalex.org/W2169042011","https://openalex.org/W2177025387","https://openalex.org/W2494153850","https://openalex.org/W2496897087","https://openalex.org/W2766736793","https://openalex.org/W3202461034","https://openalex.org/W3207342693","https://openalex.org/W4206727053","https://openalex.org/W4240190185","https://openalex.org/W4244496462","https://openalex.org/W4255373292","https://openalex.org/W4285719527","https://openalex.org/W4293249558","https://openalex.org/W4300402905","https://openalex.org/W4300668030","https://openalex.org/W6633023178","https://openalex.org/W6634326339","https://openalex.org/W6636988928","https://openalex.org/W6676108733","https://openalex.org/W6816437394","https://openalex.org/W7065823993","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W1489817210","https://openalex.org/W1605272418","https://openalex.org/W1987457987","https://openalex.org/W2734531055","https://openalex.org/W3181676408","https://openalex.org/W320292658","https://openalex.org/W2001007279","https://openalex.org/W2079674650","https://openalex.org/W1523236614","https://openalex.org/W2596625410"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":8},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}