{"id":"https://openalex.org/W2165022828","doi":"https://doi.org/10.1007/978-3-540-27794-1_14","title":"Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values","display_name":"Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W2165022828","doi":"https://doi.org/10.1007/978-3-540-27794-1_14","mag":"2165022828"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-27794-1_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-27794-1_14","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/A5023754790","display_name":"Rafa\u0142 Latkowski","orcid":"https://orcid.org/0000-0002-6646-5447"},"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/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Rafa\u0142 Latkowski","raw_affiliation_strings":["Institute of Computer Science, Warsaw University, Warszawa, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Warsaw University, Warszawa, Poland","institution_ids":["https://openalex.org/I4654613","https://openalex.org/I4210087266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014799221","display_name":"Micha\u0142 Miko\u0142ajczyk","orcid":"https://orcid.org/0000-0003-0424-235X"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]},{"id":"https://openalex.org/I4210137370","display_name":"Institute of Mathematics","ror":"https://ror.org/04hrrh248","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210137370","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Miko\u0142ajczyk","raw_affiliation_strings":["Institute of Mathematics, Warsaw University, Warszawa, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Mathematics, Warsaw University, Warszawa, Poland","institution_ids":["https://openalex.org/I4654613","https://openalex.org/I4210137370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023754790"],"corresponding_institution_ids":["https://openalex.org/I4210087266","https://openalex.org/I4654613"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8251,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.75277291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"299","last_page":"320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9846000075340271,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9623000025749207,"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":0.7254209518432617},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6908416748046875},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6699620485305786},{"id":"https://openalex.org/keywords/decision-table","display_name":"Decision table","score":0.6472540497779846},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.6366212368011475},{"id":"https://openalex.org/keywords/admissible-decision-rule","display_name":"Admissible decision rule","score":0.6210035085678101},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5946962833404541},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.446582168340683},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4418621063232422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42358145117759705},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.32736414670944214},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.308938205242157},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.24457421898841858},{"id":"https://openalex.org/keywords/weighted-sum-model","display_name":"Weighted sum model","score":0.1879475712776184},{"id":"https://openalex.org/keywords/optimal-decision","display_name":"Optimal decision","score":0.18366438150405884}],"concepts":[{"id":"https://openalex.org/C2776780472","wikidata":"https://www.wikidata.org/wiki/Q7378945","display_name":"Rule induction","level":2,"score":0.7254209518432617},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6908416748046875},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6699620485305786},{"id":"https://openalex.org/C172967692","wikidata":"https://www.wikidata.org/wiki/Q747762","display_name":"Decision table","level":3,"score":0.6472540497779846},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.6366212368011475},{"id":"https://openalex.org/C61449625","wikidata":"https://www.wikidata.org/wiki/Q4683801","display_name":"Admissible decision rule","level":5,"score":0.6210035085678101},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5946962833404541},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.446582168340683},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4418621063232422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42358145117759705},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.32736414670944214},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.308938205242157},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.24457421898841858},{"id":"https://openalex.org/C188222737","wikidata":"https://www.wikidata.org/wiki/Q7979909","display_name":"Weighted sum model","level":4,"score":0.1879475712776184},{"id":"https://openalex.org/C150325174","wikidata":"https://www.wikidata.org/wiki/Q4335500","display_name":"Optimal decision","level":3,"score":0.18366438150405884}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-540-27794-1_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-27794-1_14","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.1003.9514","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1003.9514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sci2s.ugr.es/keel/pdf/specific/congreso/latkowski_mikolajczik04.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.66.6105","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.66.6105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mimuw.edu.pl/~rlatkows/publications/latkowski2004data.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.80.4793","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.80.4793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mimuw.edu.pl/~rlatkows/publications/mikolajczyk2004data.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W29867415","https://openalex.org/W165601992","https://openalex.org/W168047898","https://openalex.org/W193712352","https://openalex.org/W1499079727","https://openalex.org/W1506285740","https://openalex.org/W1508620301","https://openalex.org/W1509483598","https://openalex.org/W1513141696","https://openalex.org/W1515377621","https://openalex.org/W1516159970","https://openalex.org/W1534707631","https://openalex.org/W1536630500","https://openalex.org/W1549911309","https://openalex.org/W1552299402","https://openalex.org/W1553701556","https://openalex.org/W1557923305","https://openalex.org/W1558780827","https://openalex.org/W1574456717","https://openalex.org/W1578375653","https://openalex.org/W1582971263","https://openalex.org/W1586066135","https://openalex.org/W1594031697","https://openalex.org/W1594955952","https://openalex.org/W1596926332","https://openalex.org/W1612469828","https://openalex.org/W1654288057","https://openalex.org/W1699045790","https://openalex.org/W1792942378","https://openalex.org/W1887214113","https://openalex.org/W1900723567","https://openalex.org/W1982660309","https://openalex.org/W1990748933","https://openalex.org/W1997362234","https://openalex.org/W2000869424","https://openalex.org/W2017900294","https://openalex.org/W2040924621","https://openalex.org/W2087740657","https://openalex.org/W2096123080","https://openalex.org/W2099024249","https://openalex.org/W2116509046","https://openalex.org/W2117100923","https://openalex.org/W2118502261","https://openalex.org/W2128221272","https://openalex.org/W2151355822","https://openalex.org/W2156502664","https://openalex.org/W2156909104","https://openalex.org/W2163322487","https://openalex.org/W2163963159","https://openalex.org/W2165267798","https://openalex.org/W2173377264","https://openalex.org/W2346626577","https://openalex.org/W2352490338","https://openalex.org/W2477097424","https://openalex.org/W2491671861","https://openalex.org/W2500062327","https://openalex.org/W2500554657","https://openalex.org/W3085162807","https://openalex.org/W4232953319","https://openalex.org/W4253631816","https://openalex.org/W4285719527","https://openalex.org/W7074078976"],"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/W2283455119","https://openalex.org/W984339528","https://openalex.org/W1616958941","https://openalex.org/W1929259441"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}