{"id":"https://openalex.org/W4390454168","doi":"https://doi.org/10.1007/978-3-031-50959-9_2","title":"Multi-heuristic Induction of\u00a0Decision Rules","display_name":"Multi-heuristic Induction of\u00a0Decision Rules","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4390454168","doi":"https://doi.org/10.1007/978-3-031-50959-9_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-50959-9_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-50959-9_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5016219113","display_name":"Beata Zielosko","orcid":"https://orcid.org/0000-0003-3788-1094"},"institutions":[{"id":"https://openalex.org/I864159182","display_name":"University of Silesia in Katowice","ror":"https://ror.org/0104rcc94","country_code":"PL","type":"education","lineage":["https://openalex.org/I864159182"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Beata Zielosko","raw_affiliation_strings":["Institute of Computer Science, University of Silesia in Katowice, B\u0229dzi\u0144ska 39, 41-200, Sosnowiec, Poland"],"raw_orcid":"https://orcid.org/0000-0003-3788-1094","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Silesia in Katowice, B\u0229dzi\u0144ska 39, 41-200, Sosnowiec, Poland","institution_ids":["https://openalex.org/I864159182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066682764","display_name":"Evans Teiko Tetteh","orcid":"https://orcid.org/0000-0003-1999-2444"},"institutions":[{"id":"https://openalex.org/I864159182","display_name":"University of Silesia in Katowice","ror":"https://ror.org/0104rcc94","country_code":"PL","type":"education","lineage":["https://openalex.org/I864159182"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Evans Teiko Tetteh","raw_affiliation_strings":["Institute of Computer Science, University of Silesia in Katowice, B\u0229dzi\u0144ska 39, 41-200, Sosnowiec, Poland"],"raw_orcid":"https://orcid.org/0000-0003-1999-2444","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Silesia in Katowice, B\u0229dzi\u0144ska 39, 41-200, Sosnowiec, Poland","institution_ids":["https://openalex.org/I864159182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093622762","display_name":"Diana Hunchak","orcid":null},"institutions":[{"id":"https://openalex.org/I864159182","display_name":"University of Silesia in Katowice","ror":"https://ror.org/0104rcc94","country_code":"PL","type":"education","lineage":["https://openalex.org/I864159182"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Diana Hunchak","raw_affiliation_strings":["Institute of Computer Science, University of Silesia in Katowice, B\u0229dzi\u0144ska 39, 41-200, Sosnowiec, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Silesia in Katowice, B\u0229dzi\u0144ska 39, 41-200, Sosnowiec, Poland","institution_ids":["https://openalex.org/I864159182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016219113"],"corresponding_institution_ids":["https://openalex.org/I864159182"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.7928,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91476855,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"18","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9958999752998352,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.974399983882904,"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":0.8172268867492676},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7590199708938599},{"id":"https://openalex.org/keywords/rule-induction","display_name":"Rule induction","score":0.7494143843650818},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.6381149888038635},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6229432821273804},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6111859679222107},{"id":"https://openalex.org/keywords/decision-table","display_name":"Decision table","score":0.6109683513641357},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5000553131103516},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4761750102043152},{"id":"https://openalex.org/keywords/admissible-decision-rule","display_name":"Admissible decision rule","score":0.44141364097595215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44129252433776855},{"id":"https://openalex.org/keywords/weighted-sum-model","display_name":"Weighted sum model","score":0.28035902976989746},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.27646404504776},{"id":"https://openalex.org/keywords/optimal-decision","display_name":"Optimal decision","score":0.25435250997543335},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.21092289686203003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8172268867492676},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7590199708938599},{"id":"https://openalex.org/C2776780472","wikidata":"https://www.wikidata.org/wiki/Q7378945","display_name":"Rule induction","level":2,"score":0.7494143843650818},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.6381149888038635},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6229432821273804},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6111859679222107},{"id":"https://openalex.org/C172967692","wikidata":"https://www.wikidata.org/wiki/Q747762","display_name":"Decision table","level":3,"score":0.6109683513641357},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5000553131103516},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4761750102043152},{"id":"https://openalex.org/C61449625","wikidata":"https://www.wikidata.org/wiki/Q4683801","display_name":"Admissible decision rule","level":5,"score":0.44141364097595215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44129252433776855},{"id":"https://openalex.org/C188222737","wikidata":"https://www.wikidata.org/wiki/Q7979909","display_name":"Weighted sum model","level":4,"score":0.28035902976989746},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.27646404504776},{"id":"https://openalex.org/C150325174","wikidata":"https://www.wikidata.org/wiki/Q4335500","display_name":"Optimal decision","level":3,"score":0.25435250997543335},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.21092289686203003},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-50959-9_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-50959-9_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1495794638","https://openalex.org/W1987552279","https://openalex.org/W2003029032","https://openalex.org/W2054658115","https://openalex.org/W2143451122","https://openalex.org/W2154345794","https://openalex.org/W2161398878","https://openalex.org/W2173377264","https://openalex.org/W2570343052","https://openalex.org/W2594133594","https://openalex.org/W2933521848","https://openalex.org/W2945258978","https://openalex.org/W3047406704","https://openalex.org/W3168685141","https://openalex.org/W3214537737","https://openalex.org/W4236137412","https://openalex.org/W4303699812","https://openalex.org/W4394732033"],"related_works":["https://openalex.org/W2017739185","https://openalex.org/W2142570142","https://openalex.org/W2887291422","https://openalex.org/W2332793741","https://openalex.org/W1555799785","https://openalex.org/W2503256514","https://openalex.org/W2379523320","https://openalex.org/W2283455119","https://openalex.org/W984339528","https://openalex.org/W1616958941"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}