{"id":"https://openalex.org/W2603996533","doi":"https://doi.org/10.1016/j.eswa.2017.03.041","title":"Refinement and selection heuristics in subgroup discovery and classification rule learning","display_name":"Refinement and selection heuristics in subgroup discovery and classification rule learning","publication_year":2017,"publication_date":"2017-03-21","ids":{"openalex":"https://openalex.org/W2603996533","doi":"https://doi.org/10.1016/j.eswa.2017.03.041","mag":"2603996533"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2017.03.041","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","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/A5010126038","display_name":"Anita Valmarska","orcid":null},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Anita Valmarska","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Jamova 39, Ljubljana, Slovenia","Jo\u017eef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Jamova 39, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Jo\u017eef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210113529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060174190","display_name":"Nada Lavra\u010d","orcid":"https://orcid.org/0000-0002-9995-7093"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]},{"id":"https://openalex.org/I192455894","display_name":"University of Nova Gorica","ror":"https://ror.org/00mw0tw28","country_code":"SI","type":"education","lineage":["https://openalex.org/I192455894"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Nada Lavra\u010d","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Jamova 39, Ljubljana, Slovenia","Jo\u017eef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia","University of Nova Gorica, Vipavska 13, Nova Gorica, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Jamova 39, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Jo\u017eef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210113529"]},{"raw_affiliation_string":"University of Nova Gorica, Vipavska 13, Nova Gorica, Slovenia","institution_ids":["https://openalex.org/I192455894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020009031","display_name":"Johannes F\u00fcrnkranz","orcid":"https://orcid.org/0000-0002-1207-0159"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes F\u00fcrnkranz","raw_affiliation_strings":["TU Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"TU Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020021079","display_name":"Marko Robnik\u2010\u0160ikonja","orcid":"https://orcid.org/0000-0002-1232-3320"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Marko Robnik-\u0160ikonja","raw_affiliation_strings":["University of Ljubljana, Faculty of Computer and Information Science, Slovenia"],"affiliations":[{"raw_affiliation_string":"University of Ljubljana, Faculty of Computer and Information Science, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5010126038"],"corresponding_institution_ids":["https://openalex.org/I3006985408","https://openalex.org/I4210113529"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220,"provenance":"doaj"},"apc_paid":null,"fwci":6.076,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":20,"citation_normalized_percentile":{"value":0.983336,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":91},"biblio":{"volume":"81","issue":null,"first_page":"147","last_page":"162"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9991,"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":0.9991,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9962,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9959,"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/heuristics","display_name":"Heuristics","score":0.832316},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.56228703},{"id":"https://openalex.org/keywords/classification-rule","display_name":"Classification rule","score":0.5573355},{"id":"https://openalex.org/keywords/rule-induction","display_name":"Rule induction","score":0.44166785}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.832316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.63770133},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6277696},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.56228703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5589743},{"id":"https://openalex.org/C104317236","wikidata":"https://www.wikidata.org/wiki/Q4330126","display_name":"Classification rule","level":2,"score":0.5573355},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.54688823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.54334414},{"id":"https://openalex.org/C2776780472","wikidata":"https://www.wikidata.org/wiki/Q7378945","display_name":"Rule induction","level":2,"score":0.44166785},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37724692},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2017.03.041","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":52,"referenced_works":["https://openalex.org/W1103060529","https://openalex.org/W1484732323","https://openalex.org/W1490312738","https://openalex.org/W1494581921","https://openalex.org/W1506285740","https://openalex.org/W1506385404","https://openalex.org/W1531743498","https://openalex.org/W1546338409","https://openalex.org/W1549485114","https://openalex.org/W1549565124","https://openalex.org/W1578911765","https://openalex.org/W1589939704","https://openalex.org/W1594541780","https://openalex.org/W1596480252","https://openalex.org/W1670263352","https://openalex.org/W1671614046","https://openalex.org/W169215120","https://openalex.org/W1798570018","https://openalex.org/W2009207944","https://openalex.org/W2011101028","https://openalex.org/W2018184329","https://openalex.org/W2028455934","https://openalex.org/W2038812321","https://openalex.org/W2104017387","https://openalex.org/W2107617008","https://openalex.org/W2113340410","https://openalex.org/W2125965138","https://openalex.org/W2131850886","https://openalex.org/W2133990480","https://openalex.org/W2136000097","https://openalex.org/W2147923182","https://openalex.org/W2156821882","https://openalex.org/W2159047538","https://openalex.org/W2164400088","https://openalex.org/W2226981383","https://openalex.org/W2267631676","https://openalex.org/W2278970812","https://openalex.org/W2335232874","https://openalex.org/W2338621248","https://openalex.org/W2487292128","https://openalex.org/W2608239929","https://openalex.org/W2728513400","https://openalex.org/W2902011388","https://openalex.org/W2912003825","https://openalex.org/W2998617017","https://openalex.org/W3120740533","https://openalex.org/W387662165","https://openalex.org/W4212848460","https://openalex.org/W4234760406","https://openalex.org/W4244854391","https://openalex.org/W4255271639","https://openalex.org/W50262326"],"related_works":["https://openalex.org/W803550684","https://openalex.org/W4352977312","https://openalex.org/W4251343851","https://openalex.org/W3177062893","https://openalex.org/W3143937874","https://openalex.org/W3125143773","https://openalex.org/W2483226803","https://openalex.org/W2067280619","https://openalex.org/W2007032764","https://openalex.org/W1986262624"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2603996533","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2025-01-19T23:40:52.123550","created_date":"2017-04-07"}