{"id":"https://openalex.org/W1489628671","doi":"https://doi.org/10.1007/978-94-015-7975-9_16","title":"Comparison of the Rough Sets Approach and Probabilistic Data Analysis Techniques on a Common Set of Medical Data","display_name":"Comparison of the Rough Sets Approach and Probabilistic Data Analysis Techniques on a Common Set of Medical Data","publication_year":1992,"publication_date":"1992-01-01","ids":{"openalex":"https://openalex.org/W1489628671","doi":"https://doi.org/10.1007/978-94-015-7975-9_16","mag":"1489628671"},"language":"en","primary_location":{"id":"doi:10.1007/978-94-015-7975-9_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-94-015-7975-9_16","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Support","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/A5040847298","display_name":"Ewa Krusi\u0144ska","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I219388962","display_name":"University of Wroc\u0142aw","ror":"https://ror.org/00yae6e25","country_code":"PL","type":"education","lineage":["https://openalex.org/I219388962"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Ewa Krusi\u0144ska","raw_affiliation_strings":["Institute of Computer Science, University of Wroc\u0142aw, 51-151, Wroc\u0142aw, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Wroc\u0142aw, 51-151, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I219388962","https://openalex.org/I4210087266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005583236","display_name":"Ankica Babi\u0107","orcid":"https://orcid.org/0000-0002-7532-6828"},"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"]},{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE","SI"],"is_corresponding":false,"raw_author_name":"Ankica Babic","raw_affiliation_strings":["Department of Medical Informatics, Link\u00f6ping University, Sweden","Faculty of Electrical and Computer Engineering, University of Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Link\u00f6ping University, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070170207","display_name":"Roman S\u0142owi\u0144ski","orcid":"https://orcid.org/0000-0002-5200-7795"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Roman S\u0142owi\u0144ski","raw_affiliation_strings":["Institute of Computing Science Technical, University of Pozna\u0144, 60-965, Pozna\u0144, Poland","Institute of Computing Science, Technical University of Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Science Technical, University of Pozna\u0144, 60-965, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]},{"raw_affiliation_string":"Institute of Computing Science, Technical University of Pozna\u0144, Poland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053315898","display_name":"Jerzy Stefanowski","orcid":"https://orcid.org/0000-0002-4949-8271"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jerzy Stefanowski","raw_affiliation_strings":["Institute of Computing Science Technical, University of Pozna\u0144, 60-965, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Science Technical, University of Pozna\u0144, 60-965, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040847298"],"corresponding_institution_ids":["https://openalex.org/I219388962","https://openalex.org/I4210087266"],"apc_list":null,"apc_paid":null,"fwci":1.4445,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8076087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"251","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"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":0.9998999834060669,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9735000133514404,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9699000120162964,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.7242553234100342},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7224300503730774},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.688312292098999},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6480762362480164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6136260032653809},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5773443579673767},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5701522827148438},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5665984749794006},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5469357371330261},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5296497344970703},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5201233625411987},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4774877727031708},{"id":"https://openalex.org/keywords/optimal-discriminant-analysis","display_name":"Optimal discriminant analysis","score":0.44218340516090393},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25831338763237}],"concepts":[{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.7242553234100342},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7224300503730774},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.688312292098999},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6480762362480164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6136260032653809},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5773443579673767},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5701522827148438},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5665984749794006},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5469357371330261},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5296497344970703},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5201233625411987},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4774877727031708},{"id":"https://openalex.org/C104500394","wikidata":"https://www.wikidata.org/wiki/Q17104912","display_name":"Optimal discriminant analysis","level":3,"score":0.44218340516090393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25831338763237},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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:10.1007/978-94-015-7975-9_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-94-015-7975-9_16","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Support","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W59100823","https://openalex.org/W88251428","https://openalex.org/W93751844","https://openalex.org/W119885032","https://openalex.org/W177590838","https://openalex.org/W1021391101","https://openalex.org/W1980755946","https://openalex.org/W2017243522","https://openalex.org/W2019326076","https://openalex.org/W2089618153","https://openalex.org/W2093047214","https://openalex.org/W2095757174","https://openalex.org/W2203652656","https://openalex.org/W2796623698","https://openalex.org/W3133917342","https://openalex.org/W4252952981","https://openalex.org/W4255833381"],"related_works":["https://openalex.org/W1999647744","https://openalex.org/W2375208160","https://openalex.org/W4235895166","https://openalex.org/W2063246903","https://openalex.org/W2408521075","https://openalex.org/W1964119535","https://openalex.org/W2109101449","https://openalex.org/W2128307858","https://openalex.org/W2141981133","https://openalex.org/W2043771874"],"abstract_inverted_index":null,"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
