{"id":"https://openalex.org/W4407230024","doi":"https://doi.org/10.1016/j.knosys.2025.113092","title":"Towards consistency of rule-based explainer and black box model \u2014 Fusion of rule induction and XAI-based feature importance","display_name":"Towards consistency of rule-based explainer and black box model \u2014 Fusion of rule induction and XAI-based feature importance","publication_year":2025,"publication_date":"2025-02-01","ids":{"openalex":"https://openalex.org/W4407230024","doi":"https://doi.org/10.1016/j.knosys.2025.113092"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2025.113092","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.113092","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"},"type":"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/A5043083882","display_name":"Micha\u0142 Kozielski","orcid":"https://orcid.org/0000-0003-3573-7638"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Kozielski","raw_affiliation_strings":["Department of Computer Networks and Systems, Silesian University of Technology, Akademicka 16, Gliwice, 44-100, Poland"],"raw_orcid":"https://orcid.org/0000-0003-3573-7638","affiliations":[{"raw_affiliation_string":"Department of Computer Networks and Systems, Silesian University of Technology, Akademicka 16, Gliwice, 44-100, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046867957","display_name":"Marek Sikora","orcid":"https://orcid.org/0000-0002-2393-9761"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marek Sikora","raw_affiliation_strings":["Department of Computer Networks and Systems, Silesian University of Technology, Akademicka 16, Gliwice, 44-100, Poland"],"raw_orcid":"https://orcid.org/0000-0002-2393-9761","affiliations":[{"raw_affiliation_string":"Department of Computer Networks and Systems, Silesian University of Technology, Akademicka 16, Gliwice, 44-100, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049078467","display_name":"\u0141ukasz Wawrowski","orcid":"https://orcid.org/0000-0002-1201-5344"},"institutions":[{"id":"https://openalex.org/I3018987834","display_name":"\u0141ukasiewicz Research Network - Institute of Innovative Technologies EMAG","ror":"https://ror.org/03as2hc70","country_code":"PL","type":"other","lineage":["https://openalex.org/I3018987834","https://openalex.org/I4210129336"]},{"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":"\u0141ukasz Wawrowski","raw_affiliation_strings":["Institute of Computer Science, University of Silesia, B\u0119dzi\u0144ska 39, Sosnowiec, 41-200, Poland","\u0141ukasiewicz Research Network \u2013 Institute of Innovative Technologies EMAG, Leopolda 31, Katowice, 40-189, Poland"],"raw_orcid":"https://orcid.org/0000-0002-1201-5344","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Silesia, B\u0119dzi\u0144ska 39, Sosnowiec, 41-200, Poland","institution_ids":["https://openalex.org/I864159182"]},{"raw_affiliation_string":"\u0141ukasiewicz Research Network \u2013 Institute of Innovative Technologies EMAG, Leopolda 31, Katowice, 40-189, Poland","institution_ids":["https://openalex.org/I3018987834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046867957"],"corresponding_institution_ids":["https://openalex.org/I119004910"],"apc_list":{"value":3430,"currency":"USD","value_usd":3430},"apc_paid":null,"fwci":11.245,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.98034885,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"311","issue":null,"first_page":"113092","last_page":"113092"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.996999979019165,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.996999979019165,"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":0.972100019454956,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9700999855995178,"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/rule-induction","display_name":"Rule induction","score":0.7974997758865356},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6831303238868713},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5521135926246643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5283406972885132},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5133518576622009},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.4972439110279083},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.4899119734764099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3451930284500122}],"concepts":[{"id":"https://openalex.org/C2776780472","wikidata":"https://www.wikidata.org/wiki/Q7378945","display_name":"Rule induction","level":2,"score":0.7974997758865356},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6831303238868713},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5521135926246643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5283406972885132},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5133518576622009},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.4972439110279083},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.4899119734764099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3451930284500122},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2025.113092","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.113092","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.5600000023841858,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W1494581921","https://openalex.org/W1540031006","https://openalex.org/W1671614046","https://openalex.org/W1917171227","https://openalex.org/W1966666559","https://openalex.org/W2000378335","https://openalex.org/W2011101028","https://openalex.org/W2013943460","https://openalex.org/W2030224590","https://openalex.org/W2052719321","https://openalex.org/W2061649716","https://openalex.org/W2101234009","https://openalex.org/W2106571168","https://openalex.org/W2109562042","https://openalex.org/W2225754340","https://openalex.org/W2367397349","https://openalex.org/W2493343568","https://openalex.org/W2562083579","https://openalex.org/W2788403449","https://openalex.org/W2802226260","https://openalex.org/W2805504678","https://openalex.org/W2883424428","https://openalex.org/W2891503716","https://openalex.org/W2949776922","https://openalex.org/W2962862931","https://openalex.org/W2962912504","https://openalex.org/W2981731882","https://openalex.org/W2994120362","https://openalex.org/W2999739068","https://openalex.org/W3000120900","https://openalex.org/W3016419862","https://openalex.org/W3103897213","https://openalex.org/W3117696238","https://openalex.org/W3132191748","https://openalex.org/W3134751001","https://openalex.org/W3167451058","https://openalex.org/W3172362366","https://openalex.org/W3183198896","https://openalex.org/W3194549834","https://openalex.org/W3201854521","https://openalex.org/W3211639647","https://openalex.org/W4206060008","https://openalex.org/W4224287721","https://openalex.org/W4235799440","https://openalex.org/W4253763531","https://openalex.org/W4281651175","https://openalex.org/W4288092767","https://openalex.org/W4304140260","https://openalex.org/W4307359761","https://openalex.org/W4309348012","https://openalex.org/W4317798210","https://openalex.org/W4321786089","https://openalex.org/W4382051203","https://openalex.org/W4385568330","https://openalex.org/W4387846113","https://openalex.org/W4388977400","https://openalex.org/W4391052063","https://openalex.org/W4393192677","https://openalex.org/W4394939074","https://openalex.org/W4396930243","https://openalex.org/W4399854652","https://openalex.org/W4404650485","https://openalex.org/W6632759799","https://openalex.org/W6665829967","https://openalex.org/W6675354045","https://openalex.org/W6723408873","https://openalex.org/W6726258750","https://openalex.org/W6737947904","https://openalex.org/W6751776086","https://openalex.org/W6768977623","https://openalex.org/W6773058098","https://openalex.org/W6773245426","https://openalex.org/W6785251442","https://openalex.org/W6839543666","https://openalex.org/W6843545774","https://openalex.org/W6846175694","https://openalex.org/W6847123690","https://openalex.org/W6853435485","https://openalex.org/W6863616923"],"related_works":["https://openalex.org/W1813387235","https://openalex.org/W1975947159","https://openalex.org/W2041738807","https://openalex.org/W1967847904","https://openalex.org/W2150675348","https://openalex.org/W2071106862","https://openalex.org/W2319510361","https://openalex.org/W2194810911","https://openalex.org/W4226392802","https://openalex.org/W4233754861"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":4}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}