{"id":"https://openalex.org/W2489242969","doi":"https://doi.org/10.1142/9781783265091_0008","title":"Predictive Learning in Two-Way Datasets","display_name":"Predictive Learning in Two-Way Datasets","publication_year":2014,"publication_date":"2014-11-03","ids":{"openalex":"https://openalex.org/W2489242969","doi":"https://doi.org/10.1142/9781783265091_0008","mag":"2489242969"},"language":"en","primary_location":{"id":"doi:10.1142/9781783265091_0008","is_oa":false,"landing_page_url":"https://doi.org/10.1142/9781783265091_0008","pdf_url":null,"source":{"id":"https://openalex.org/S4306463411","display_name":"IMPERIAL COLLEGE PRESS eBooks","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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Latest Advances in Inductive Logic Programming","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/332636","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084741434","display_name":"Beau Piccart","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":"Beau Piccart","raw_affiliation_strings":["Department of Computer Science, Katholieke Universteit Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Katholieke Universteit Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"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"]},{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"Hendrik Blockeel","raw_affiliation_strings":["Department of Computer Science, Katholieke Universteit Leuven, Belgium","Leiden Institute of Advanced Computer Science, Universteit Leiden, The Netherlands","Department of Computer Science, Katholieke Universteit Leuven, BelgiumLeiden Institute of Advanced Computer Science, Universteit Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Katholieke Universteit Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Universteit Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]},{"raw_affiliation_string":"Department of Computer Science, Katholieke Universteit Leuven, BelgiumLeiden Institute of Advanced Computer Science, Universteit Leiden, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029226653","display_name":"Andy Georges","orcid":"https://orcid.org/0000-0001-7936-5923"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Andy Georges","raw_affiliation_strings":["Electronic and Information Systems Department, Universiteit Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Electronic and Information Systems Department, Universiteit Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033119975","display_name":"Lieven Eeckhout","orcid":"https://orcid.org/0000-0001-8792-4473"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Lieven Eeckhout","raw_affiliation_strings":["Electronic and Information Systems Department, Universiteit Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Electronic and Information Systems Department, Universiteit Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084741434"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21068101,"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":"61","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9973999857902527,"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":0.9973999857902527,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9962999820709229,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9958999752998352,"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/computer-science","display_name":"Computer science","score":0.540256917476654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4337950050830841},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34807664155960083}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.540256917476654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4337950050830841},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34807664155960083}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/9781783265091_0008","is_oa":false,"landing_page_url":"https://doi.org/10.1142/9781783265091_0008","pdf_url":null,"source":{"id":"https://openalex.org/S4306463411","display_name":"IMPERIAL COLLEGE PRESS eBooks","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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Latest Advances in Inductive Logic Programming","raw_type":"book-chapter"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/332636","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/332636","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Inductive Logic Programming, Windsor Great Park, 31 July - 3 August 2011","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/332636","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/332636","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Inductive Logic Programming, Windsor Great Park, 31 July - 3 August 2011","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6299999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1479822238","https://openalex.org/W2133990480","https://openalex.org/W2135014341","https://openalex.org/W2135029798","https://openalex.org/W2140141795","https://openalex.org/W2143149208","https://openalex.org/W2171060037","https://openalex.org/W2171960770","https://openalex.org/W2914746235","https://openalex.org/W3143596294"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3107602296","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"We":[0,17,40],"introduce":[1],"a":[2,11],"new":[3],"learning":[4,21,30,56],"setting,":[5,47],"called":[6],"two-way":[7],"predictive":[8],"learning,":[9,38],"as":[10,36],"special":[12],"case":[13],"of":[14],"relational":[15],"learning.":[16,63],"demonstrate":[18,52],"that":[19,26,54],"this":[20,46],"setting":[22],"has":[23],"some":[24],"properties":[25],"make":[27],"an":[28],"alternative":[29],"approach,":[31],"which":[32],"we":[33],"refer":[34],"to":[35],"transposed":[37,55],"possible.":[39],"show":[41],"how":[42],"existing":[43],"tasks":[44],"fit":[45],"discuss":[48],"related":[49],"work,":[50],"and":[51],"experimentally":[53],"can":[57],"yield":[58],"better":[59],"results":[60],"in":[61],"multi-target":[62]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}