{"id":"https://openalex.org/W1978240667","doi":"https://doi.org/10.1007/s10994-010-5196-5","title":"Neural networks for relational learning: an experimental comparison","display_name":"Neural networks for relational learning: an experimental comparison","publication_year":2010,"publication_date":"2010-07-23","ids":{"openalex":"https://openalex.org/W1978240667","doi":"https://doi.org/10.1007/s10994-010-5196-5","mag":"1978240667"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-010-5196-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-010-5196-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-010-5196-5.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/s10994-010-5196-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003147310","display_name":"Werner Uwents","orcid":null},"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":"Werner Uwents","raw_affiliation_strings":["Department of Computer Science, Katholieke Universiteit Leuven, Leuven, Belgium","Department of Computer Science , Katholieke Universiteit Leuven , Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Computer Science , Katholieke Universiteit Leuven , Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039902490","display_name":"Gabriele Monfardini","orcid":null},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Monfardini","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019informazione, Universit\u00e0 di Siena, Siena, Italy","Dipartimento di Ingegner\u00efa dell\u2019Informazione Universit\u00e0 di Siena, Siena - Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019informazione, Universit\u00e0 di Siena, Siena, Italy","institution_ids":["https://openalex.org/I102064193"]},{"raw_affiliation_string":"Dipartimento di Ingegner\u00efa dell\u2019Informazione Universit\u00e0 di Siena, Siena - Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086906175","display_name":"Hendrik Blockeel","orcid":"https://orcid.org/0000-0003-0378-3699"},"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":"Hendrik Blockeel","raw_affiliation_strings":["Department of Computer Science, Katholieke Universiteit Leuven, Leuven, Belgium","Department of Computer Science , Katholieke Universiteit Leuven , Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Computer Science , Katholieke Universiteit Leuven , Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022658803","display_name":"Marco Gori","orcid":"https://orcid.org/0000-0001-6337-5430"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Gori","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019informazione, Universit\u00e0 di Siena, Siena, Italy","Dipartimento di Ingegner\u00efa dell\u2019Informazione Universit\u00e0 di Siena, Siena - Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019informazione, Universit\u00e0 di Siena, Siena, Italy","institution_ids":["https://openalex.org/I102064193"]},{"raw_affiliation_string":"Dipartimento di Ingegner\u00efa dell\u2019Informazione Universit\u00e0 di Siena, Siena - Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020560480","display_name":"Franco Scarselli","orcid":"https://orcid.org/0000-0003-1307-0772"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Franco Scarselli","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019informazione, Universit\u00e0 di Siena, Siena, Italy","Dipartimento di Ingegner\u00efa dell\u2019Informazione Universit\u00e0 di Siena, Siena - Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019informazione, Universit\u00e0 di Siena, Siena, Italy","institution_ids":["https://openalex.org/I102064193"]},{"raw_affiliation_string":"Dipartimento di Ingegner\u00efa dell\u2019Informazione Universit\u00e0 di Siena, Siena - Italy","institution_ids":["https://openalex.org/I102064193"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003147310"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.7534,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.93067399,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"82","issue":"3","first_page":"315","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9997000098228455,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9997000098228455,"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":0.9952999949455261,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/statistical-relational-learning","display_name":"Statistical relational learning","score":0.7564109563827515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7511208057403564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5994986295700073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5843770503997803},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5424294471740723},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.5418305397033691},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49784255027770996},{"id":"https://openalex.org/keywords/connectionism","display_name":"Connectionism","score":0.44573310017585754},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.4177425503730774},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4174356758594513},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4163152575492859},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4136843979358673},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26828864216804504},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2549782693386078}],"concepts":[{"id":"https://openalex.org/C177877439","wikidata":"https://www.wikidata.org/wiki/Q7604413","display_name":"Statistical relational learning","level":3,"score":0.7564109563827515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7511208057403564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5994986295700073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5843770503997803},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5424294471740723},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.5418305397033691},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49784255027770996},{"id":"https://openalex.org/C8521452","wikidata":"https://www.wikidata.org/wiki/Q203790","display_name":"Connectionism","level":3,"score":0.44573310017585754},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.4177425503730774},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4174356758594513},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4163152575492859},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4136843979358673},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26828864216804504},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2549782693386078},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10994-010-5196-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-010-5196-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-010-5196-5.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:123456789/270230","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/270230","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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. 82 (3), Art.No. 3, (315-349)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:usiena-air.unisi.it:11365/44072","is_oa":false,"landing_page_url":"http://hdl.handle.net/11365/44072","pdf_url":null,"source":{"id":"https://openalex.org/S4377196319","display_name":"Use Siena air (University of Siena)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102064193","host_organization_name":"University of Siena","host_organization_lineage":["https://openalex.org/I102064193"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10994-010-5196-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-010-5196-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-010-5196-5.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":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1978240667.pdf","grobid_xml":"https://content.openalex.org/works/W1978240667.grobid-xml"},"referenced_works_count":88,"referenced_works":["https://openalex.org/W14071851","https://openalex.org/W26772505","https://openalex.org/W1479807131","https://openalex.org/W1501856433","https://openalex.org/W1509884358","https://openalex.org/W1511433296","https://openalex.org/W1528332570","https://openalex.org/W1528547644","https://openalex.org/W1531743498","https://openalex.org/W1537486610","https://openalex.org/W1545890730","https://openalex.org/W1566941664","https://openalex.org/W1572605355","https://openalex.org/W1576532873","https://openalex.org/W1585529040","https://openalex.org/W1597757028","https://openalex.org/W1759081396","https://openalex.org/W1785889609","https://openalex.org/W1881179843","https://openalex.org/W1891931698","https://openalex.org/W1920489833","https://openalex.org/W1967075510","https://openalex.org/W1986510213","https://openalex.org/W2000375074","https://openalex.org/W2007431958","https://openalex.org/W2020890899","https://openalex.org/W2038128936","https://openalex.org/W2042313354","https://openalex.org/W2043424547","https://openalex.org/W2046046350","https://openalex.org/W2052378399","https://openalex.org/W2056562706","https://openalex.org/W2066636486","https://openalex.org/W2066914088","https://openalex.org/W2079587596","https://openalex.org/W2087347207","https://openalex.org/W2087918852","https://openalex.org/W2096646663","https://openalex.org/W2099092193","https://openalex.org/W2100655604","https://openalex.org/W2104518905","https://openalex.org/W2104595371","https://openalex.org/W2107831562","https://openalex.org/W2107878631","https://openalex.org/W2110141564","https://openalex.org/W2114318860","https://openalex.org/W2116341502","https://openalex.org/W2116723809","https://openalex.org/W2124776405","https://openalex.org/W2125315567","https://openalex.org/W2126993576","https://openalex.org/W2127827747","https://openalex.org/W2131479089","https://openalex.org/W2134912352","https://openalex.org/W2137175628","https://openalex.org/W2138621811","https://openalex.org/W2139906443","https://openalex.org/W2139939114","https://openalex.org/W2141518341","https://openalex.org/W2143908786","https://openalex.org/W2147880316","https://openalex.org/W2148603752","https://openalex.org/W2150120952","https://openalex.org/W2150355110","https://openalex.org/W2152503618","https://openalex.org/W2166681504","https://openalex.org/W2171265988","https://openalex.org/W2478302134","https://openalex.org/W2521167396","https://openalex.org/W2560674852","https://openalex.org/W2561675875","https://openalex.org/W2593242673","https://openalex.org/W3207342693","https://openalex.org/W4210925605","https://openalex.org/W4214502461","https://openalex.org/W4254300870","https://openalex.org/W4285719527","https://openalex.org/W4297792526","https://openalex.org/W4299641366","https://openalex.org/W6628746421","https://openalex.org/W6630578816","https://openalex.org/W6631747618","https://openalex.org/W6632683325","https://openalex.org/W6634271379","https://openalex.org/W6676538269","https://openalex.org/W6678851513","https://openalex.org/W6989997947","https://openalex.org/W7071374342"],"related_works":["https://openalex.org/W3181676408","https://openalex.org/W2112176619","https://openalex.org/W1549959306","https://openalex.org/W320292658","https://openalex.org/W2212764924","https://openalex.org/W2186138942","https://openalex.org/W2806326686","https://openalex.org/W2001007279","https://openalex.org/W2079674650","https://openalex.org/W2945061532"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
