{"id":"https://openalex.org/W1578620296","doi":"https://doi.org/10.3233/fi-2013-915","title":"An Approach to Pattern Recognition Based on Hierarchical Granular Computing","display_name":"An Approach to Pattern Recognition Based on Hierarchical Granular Computing","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W1578620296","doi":"https://doi.org/10.3233/fi-2013-915","mag":"1578620296"},"language":"en","primary_location":{"id":"doi:10.3233/fi-2013-915","is_oa":false,"landing_page_url":"https://doi.org/10.3233/fi-2013-915","pdf_url":null,"source":{"id":"https://openalex.org/S39012697","display_name":"Fundamenta Informaticae","issn_l":"0169-2968","issn":["0169-2968","1875-8681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fundamenta Informaticae","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/A5047030897","display_name":"Sinh Hoa Nguyen","orcid":"https://orcid.org/0000-0003-1184-6223"},"institutions":[{"id":"https://openalex.org/I3017851245","display_name":"Polish-Japanese Academy of Information Technology","ror":"https://ror.org/01v542j61","country_code":"PL","type":"education","lineage":["https://openalex.org/I3017851245"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Sinh Hoa Nguyen","raw_affiliation_strings":["Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008, Warsaw, Poland","Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008, Warsaw, Poland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008, Warsaw, Poland","institution_ids":["https://openalex.org/I3017851245"]},{"raw_affiliation_string":"Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008, Warsaw, Poland#TAB#","institution_ids":["https://openalex.org/I3017851245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067101662","display_name":"Tuan Trung Nguyen","orcid":"https://orcid.org/0000-0003-1217-385X"},"institutions":[{"id":"https://openalex.org/I3017851245","display_name":"Polish-Japanese Academy of Information Technology","ror":"https://ror.org/01v542j61","country_code":"PL","type":"education","lineage":["https://openalex.org/I3017851245"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tuan Trung Nguyen","raw_affiliation_strings":["Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008, Warsaw, Poland","Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008, Warsaw, Poland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008, Warsaw, Poland","institution_ids":["https://openalex.org/I3017851245"]},{"raw_affiliation_string":"Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008, Warsaw, Poland#TAB#","institution_ids":["https://openalex.org/I3017851245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046000639","display_name":"Marcin Szczuka","orcid":"https://orcid.org/0000-0002-8095-5821"},"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"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Szczuka","raw_affiliation_strings":["Faculty of Mathematics, Informatics and Mechanics, The University of Warsaw, Banacha 2, 02-097 Warszawa, Poland. {hoa,nttrung,szczuka,son}@mimuw.edu.pl"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics, Informatics and Mechanics, The University of Warsaw, Banacha 2, 02-097 Warszawa, Poland. {hoa,nttrung,szczuka,son}@mimuw.edu.pl","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044883724","display_name":"Hung Son Nguyen","orcid":"https://orcid.org/0000-0002-3236-5456"},"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"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Hung Son Nguyen","raw_affiliation_strings":["Faculty of Mathematics, Informatics and Mechanics, The University of Warsaw, Banacha 2, 02-097 Warszawa, Poland. {hoa,nttrung,szczuka,son}@mimuw.edu.pl"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics, Informatics and Mechanics, The University of Warsaw, Banacha 2, 02-097 Warszawa, Poland. {hoa,nttrung,szczuka,son}@mimuw.edu.pl","institution_ids":["https://openalex.org/I4654613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9162,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90275918,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"127","issue":"1-4","first_page":"369","last_page":"384"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":1.0,"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":1.0,"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":0.9860000014305115,"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":0.9550999999046326,"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/granular-computing","display_name":"Granular computing","score":0.6550554633140564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5983580350875854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41761380434036255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4053850769996643},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3320738673210144},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.16569581627845764}],"concepts":[{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.6550554633140564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5983580350875854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41761380434036255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4053850769996643},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3320738673210144},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.16569581627845764}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/fi-2013-915","is_oa":false,"landing_page_url":"https://doi.org/10.3233/fi-2013-915","pdf_url":null,"source":{"id":"https://openalex.org/S39012697","display_name":"Fundamenta Informaticae","issn_l":"0169-2968","issn":["0169-2968","1875-8681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fundamenta Informaticae","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W78173376","https://openalex.org/W90286923","https://openalex.org/W397274338","https://openalex.org/W941772347","https://openalex.org/W1479892260","https://openalex.org/W1551515981","https://openalex.org/W1551814296","https://openalex.org/W1575537413","https://openalex.org/W1589901344","https://openalex.org/W1594598613","https://openalex.org/W1596926332","https://openalex.org/W1692713333","https://openalex.org/W1992926813","https://openalex.org/W2010544740","https://openalex.org/W2016487173","https://openalex.org/W2059279601","https://openalex.org/W2115918328","https://openalex.org/W2138513693","https://openalex.org/W2148205522","https://openalex.org/W2165094119","https://openalex.org/W2730473046","https://openalex.org/W2892533349"],"related_works":["https://openalex.org/W2033914206","https://openalex.org/W2146076056","https://openalex.org/W2163831990","https://openalex.org/W3003836766","https://openalex.org/W2046077695","https://openalex.org/W2378160586","https://openalex.org/W2042327336","https://openalex.org/W2996038082","https://openalex.org/W3047965787","https://openalex.org/W3184582087"],"abstract_inverted_index":{"This":[0,85],"paper":[1],"summarizes":[2],"the":[3,6,10,25,42,53,57,67,71,80,98,112,116,124,132],"some":[4,63],"of":[5,12,14,28,40,82,126,134],"recent":[7],"developments":[8],"in":[9,20,76,107,123],"area":[11,125],"application":[13],"rough":[15,29],"sets":[16],"and":[17,91,146],"granular":[18],"computing":[19],"hierarchical":[21,32,83],"learning.":[22,33],"We":[23,60],"present":[24],"general":[26],"framework":[27],"set":[30],"based":[31],"In":[34],"particular,":[35],"we":[36,114],"investigate":[37],"several":[38],"strategies":[39],"choosing":[41],"appropriate":[43],"learning":[44,54,74],"algorithms":[45],"for":[46,56,65,137],"first":[47],"level":[48],"concepts":[49],"as":[50,52],"well":[51],"methods":[55],"intermediate":[58],"concepts.":[59],"also":[61],"propose":[62],"techniques":[64],"embedding":[66],"domain":[68],"knowledge":[69],"into":[70],"granular,":[72],"layered":[73],"process":[75],"order":[77],"to":[78,103],"improve":[79],"quality":[81],"classifiers.":[84],"idea,":[86],"which":[87],"has":[88],"been":[89],"envisioned":[90],"developed":[92],"by":[93],"professor":[94],"Andrzej":[95],"Skowron":[96],"over":[97],"last":[99],"10":[100],"years,":[101],"shows":[102],"be":[104],"very":[105],"efficient":[106],"many":[108],"practical":[109],"applications.":[110],"Throughout":[111],"article,":[113],"illustrate":[115],"proposed":[117],"methodology":[118],"with":[119],"three":[120],"case":[121],"studies":[122,130],"pattern":[127],"recognition.":[128],"The":[129],"demonstrate":[131],"viability":[133],"this":[135],"approach":[136],"such":[138],"problems":[139],"as:":[140],"sunspot":[141],"classification,":[142],"hand-written":[143],"digit":[144],"recognition,":[145],"car":[147],"identification.":[148]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}