{"id":"https://openalex.org/W2769768581","doi":"https://doi.org/10.1007/978-3-319-67588-6_2","title":"Attribute Selection Based on Reduction of Numerical Attributes During Discretization","display_name":"Attribute Selection Based on Reduction of Numerical Attributes During Discretization","publication_year":2017,"publication_date":"2017-11-16","ids":{"openalex":"https://openalex.org/W2769768581","doi":"https://doi.org/10.1007/978-3-319-67588-6_2","mag":"2769768581"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-67588-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67588-6_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems Reference Library","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/A5053642132","display_name":"Jerzy W. Grzymala\u2010Busse","orcid":"https://orcid.org/0000-0001-8799-5714"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]},{"id":"https://openalex.org/I4210109085","display_name":"University of Information Technology and Management in Rzeszow","ror":"https://ror.org/01t81sv44","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210109085"]}],"countries":["PL","US"],"is_corresponding":true,"raw_author_name":"Jerzy W. Grzyma\u0142a-Busse","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Kansas, 66045, Lawrence, KS, USA","Department of Expert Systems and Artificial Intelligence, University of Information Technology and Management, 35-225, Rzesz\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Kansas, 66045, Lawrence, KS, USA","institution_ids":["https://openalex.org/I146416000"]},{"raw_affiliation_string":"Department of Expert Systems and Artificial Intelligence, University of Information Technology and Management, 35-225, Rzesz\u00f3w, Poland","institution_ids":["https://openalex.org/I4210109085"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029261339","display_name":"Teresa Mroczek","orcid":"https://orcid.org/0000-0002-6064-9528"},"institutions":[{"id":"https://openalex.org/I4210109085","display_name":"University of Information Technology and Management in Rzeszow","ror":"https://ror.org/01t81sv44","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210109085"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Teresa Mroczek","raw_affiliation_strings":["Department of Expert Systems and Artificial Intelligence, University of Information Technology and Management, 35-225, Rzesz\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Expert Systems and Artificial Intelligence, University of Information Technology and Management, 35-225, Rzesz\u00f3w, Poland","institution_ids":["https://openalex.org/I4210109085"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053642132"],"corresponding_institution_ids":["https://openalex.org/I146416000","https://openalex.org/I4210109085"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22428277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9969000220298767,"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":0.9969000220298767,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9945999979972839,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9905999898910522,"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/discretization","display_name":"Discretization","score":0.907837450504303},{"id":"https://openalex.org/keywords/discretization-of-continuous-features","display_name":"Discretization of continuous features","score":0.7148557305335999},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6193802356719971},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5960522890090942},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5611286163330078},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5582994818687439},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5413259863853455},{"id":"https://openalex.org/keywords/discretization-error","display_name":"Discretization error","score":0.5397573113441467},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4854472279548645},{"id":"https://openalex.org/keywords/data-reduction","display_name":"Data reduction","score":0.45798459649086},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.45073193311691284},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.42252349853515625},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4175790250301361},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39127781987190247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3545498251914978},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3482123613357544},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3251914978027344},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.26552510261535645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1884225606918335},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.0637941062450409}],"concepts":[{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.907837450504303},{"id":"https://openalex.org/C105427703","wikidata":"https://www.wikidata.org/wiki/Q665193","display_name":"Discretization of continuous features","level":4,"score":0.7148557305335999},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6193802356719971},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5960522890090942},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5611286163330078},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5582994818687439},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5413259863853455},{"id":"https://openalex.org/C126148662","wikidata":"https://www.wikidata.org/wiki/Q3890355","display_name":"Discretization error","level":3,"score":0.5397573113441467},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4854472279548645},{"id":"https://openalex.org/C153914771","wikidata":"https://www.wikidata.org/wiki/Q5227343","display_name":"Data reduction","level":2,"score":0.45798459649086},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.45073193311691284},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.42252349853515625},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4175790250301361},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39127781987190247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3545498251914978},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3482123613357544},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3251914978027344},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.26552510261535645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1884225606918335},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0637941062450409},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-67588-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67588-6_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems Reference Library","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7599999904632568,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W69783631","https://openalex.org/W1191947311","https://openalex.org/W1522401498","https://openalex.org/W1543684300","https://openalex.org/W1565357717","https://openalex.org/W1585743408","https://openalex.org/W1588516554","https://openalex.org/W1759972030","https://openalex.org/W1983347928","https://openalex.org/W2000409585","https://openalex.org/W2020033160","https://openalex.org/W2032427901","https://openalex.org/W2060359852","https://openalex.org/W2062051372","https://openalex.org/W2081141847","https://openalex.org/W2082131185","https://openalex.org/W2097994458","https://openalex.org/W2125055259","https://openalex.org/W2260062985","https://openalex.org/W2276958151","https://openalex.org/W4210774122"],"related_works":["https://openalex.org/W37066597","https://openalex.org/W2028070877","https://openalex.org/W1993570899","https://openalex.org/W69783631","https://openalex.org/W1492103595","https://openalex.org/W2276958151","https://openalex.org/W2964941126","https://openalex.org/W2364741597","https://openalex.org/W2382061699","https://openalex.org/W2118716686"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
