{"id":"https://openalex.org/W4214613231","doi":"https://doi.org/10.1007/978-3-030-93052-3_3","title":"Application of Rough Set-Based Characterisation of Attributes in Feature Selection and Reduction","display_name":"Application of Rough Set-Based Characterisation of Attributes in Feature Selection and Reduction","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4214613231","doi":"https://doi.org/10.1007/978-3-030-93052-3_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93052-3_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93052-3_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210221551","display_name":"Learning and analytics in intelligent systems","issn_l":"2662-3447","issn":["2662-3447","2662-3455"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning and Analytics in Intelligent Systems","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/A5010393120","display_name":"Urszula Sta\u0144czyk","orcid":"https://orcid.org/0000-0002-5071-7187"},"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":"Urszula Sta\u0144czyk","raw_affiliation_strings":["Faculty of Automatic Control, Electronics and Computer Science, Department of Graphics, Computer Vision and Digital Systems, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control, Electronics and Computer Science, Department of Graphics, Computer Vision and Digital Systems, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010393120"],"corresponding_institution_ids":["https://openalex.org/I119004910"],"apc_list":null,"apc_paid":null,"fwci":4.6902,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94479695,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9642999768257141,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9606000185012817,"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/rough-set","display_name":"Rough set","score":0.8224997520446777},{"id":"https://openalex.org/keywords/reduct","display_name":"Reduct","score":0.8155840635299683},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6783254742622375},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6404586434364319},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5773341059684753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5741012096405029},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5588407516479492},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5357721447944641},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5228815078735352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5031031966209412},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.48636844754219055},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48271510004997253},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4729989171028137},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.418956458568573},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39623814821243286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24105504155158997},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19237056374549866}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8224997520446777},{"id":"https://openalex.org/C69177213","wikidata":"https://www.wikidata.org/wiki/Q12880812","display_name":"Reduct","level":3,"score":0.8155840635299683},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6783254742622375},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6404586434364319},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5773341059684753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5741012096405029},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5588407516479492},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5357721447944641},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5228815078735352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5031031966209412},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.48636844754219055},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48271510004997253},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4729989171028137},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.418956458568573},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39623814821243286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24105504155158997},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19237056374549866},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-93052-3_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93052-3_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210221551","display_name":"Learning and analytics in intelligent systems","issn_l":"2662-3447","issn":["2662-3447","2662-3455"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning and Analytics in Intelligent Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W160058518","https://openalex.org/W166597257","https://openalex.org/W831516024","https://openalex.org/W1557533423","https://openalex.org/W1965735705","https://openalex.org/W1973536617","https://openalex.org/W1986537524","https://openalex.org/W2009312480","https://openalex.org/W2022316637","https://openalex.org/W2032477387","https://openalex.org/W2063960892","https://openalex.org/W2097994458","https://openalex.org/W2106120499","https://openalex.org/W2124426131","https://openalex.org/W2133990480","https://openalex.org/W2135511047","https://openalex.org/W2137334650","https://openalex.org/W2143451122","https://openalex.org/W2198515491","https://openalex.org/W2325707755","https://openalex.org/W2570343052","https://openalex.org/W2584997055","https://openalex.org/W2619739848","https://openalex.org/W2757291415","https://openalex.org/W2886150034","https://openalex.org/W2903896520","https://openalex.org/W3089442618","https://openalex.org/W3091717072","https://openalex.org/W4205699531","https://openalex.org/W4211134195","https://openalex.org/W4243957593","https://openalex.org/W4249247926","https://openalex.org/W4249393841","https://openalex.org/W4250089123","https://openalex.org/W6600140940","https://openalex.org/W6601266735"],"related_works":["https://openalex.org/W2369301332","https://openalex.org/W2101726329","https://openalex.org/W2376860763","https://openalex.org/W2163171169","https://openalex.org/W1975980892","https://openalex.org/W2077183117","https://openalex.org/W1973689533","https://openalex.org/W1880013533","https://openalex.org/W2393055956","https://openalex.org/W831516024"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
