{"id":"https://openalex.org/W4407782399","doi":"https://doi.org/10.1109/access.2025.3544027","title":"Fuzzy Masks for Correlation Matrix Pruning","display_name":"Fuzzy Masks for Correlation Matrix Pruning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407782399","doi":"https://doi.org/10.1109/access.2025.3544027"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3544027","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3544027","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3544027","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012027728","display_name":"Adam Dud\u00e1\u0161","orcid":"https://orcid.org/0000-0001-5517-9464"},"institutions":[{"id":"https://openalex.org/I59655833","display_name":"Matej Bel University","ror":"https://ror.org/016e5hy63","country_code":"SK","type":"education","lineage":["https://openalex.org/I59655833"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Adam Dud\u00e1\u0161","raw_affiliation_strings":["Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Bansk&#x00E1; Bystrica, Slovakia","Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Tajovsk&#x00E9;ho 40, Bansk&#x00E1; Bystrica, Slovakia"],"raw_orcid":"https://orcid.org/0000-0001-5517-9464","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Bansk&#x00E1; Bystrica, Slovakia","institution_ids":["https://openalex.org/I59655833"]},{"raw_affiliation_string":"Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Tajovsk&#x00E9;ho 40, Bansk&#x00E1; Bystrica, Slovakia","institution_ids":["https://openalex.org/I59655833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023450002","display_name":"Al\u017ebeta Michal\u00edkov\u00e1","orcid":"https://orcid.org/0000-0002-0568-9279"},"institutions":[{"id":"https://openalex.org/I59655833","display_name":"Matej Bel University","ror":"https://ror.org/016e5hy63","country_code":"SK","type":"education","lineage":["https://openalex.org/I59655833"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Al\u017ebeta Michal\u00edkov\u00e1","raw_affiliation_strings":["Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Bansk&#x00E1; Bystrica, Slovakia","Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Tajovsk&#x00E9;ho 40, Bansk&#x00E1; Bystrica, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-0568-9279","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Bansk&#x00E1; Bystrica, Slovakia","institution_ids":["https://openalex.org/I59655833"]},{"raw_affiliation_string":"Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Tajovsk&#x00E9;ho 40, Bansk&#x00E1; Bystrica, Slovakia","institution_ids":["https://openalex.org/I59655833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081122943","display_name":"Roman Ja\u0161ek","orcid":"https://orcid.org/0000-0002-9831-9372"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Roman Ja\u0161ek","raw_affiliation_strings":["Department of Informatics and Artificial Intelligence, Faculty of Applied Informatics, Tom&#x00E1;&#x0161; Bat&#x2019;a University in Zl&#x00ED;n, Zl&#x00ED;n, Czech Republic","Department of Informatics and Artificial Intelligence, Faculty of Applied Informatics, Tom&#x00E1;&#x0161; Ba&#x0165;a University in Zl&#x00ED;n, Nad Str&#x00E1;n&#x011B;mi 4511, Zl&#x00ED;n, Czech republic"],"raw_orcid":"https://orcid.org/0000-0002-9831-9372","affiliations":[{"raw_affiliation_string":"Department of Informatics and Artificial Intelligence, Faculty of Applied Informatics, Tom&#x00E1;&#x0161; Bat&#x2019;a University in Zl&#x00ED;n, Zl&#x00ED;n, Czech Republic","institution_ids":["https://openalex.org/I165737746"]},{"raw_affiliation_string":"Department of Informatics and Artificial Intelligence, Faculty of Applied Informatics, Tom&#x00E1;&#x0161; Ba&#x0165;a University in Zl&#x00ED;n, Nad Str&#x00E1;n&#x011B;mi 4511, Zl&#x00ED;n, Czech republic","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.3689,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92719486,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"35387","last_page":"35400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.5871000289916992,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.5871000289916992,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6171553134918213},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6066422462463379},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5623945593833923},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5533096790313721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43266117572784424},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4102543592453003},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3885403275489807},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25405940413475037},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.09414941072463989}],"concepts":[{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6171553134918213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6066422462463379},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5623945593833923},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5533096790313721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43266117572784424},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4102543592453003},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3885403275489807},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25405940413475037},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09414941072463989},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2025.3544027","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3544027","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c7e1096194784750822fb93b00467a66","is_oa":true,"landing_page_url":"https://doaj.org/article/c7e1096194784750822fb93b00467a66","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 35387-35400 (2025)","raw_type":"article"},{"id":"pmh:oai:publikace.k.utb.cz:10563/1012382","is_oa":true,"landing_page_url":"http://publikace.k.utb.cz/handle/10563/1012382","pdf_url":null,"source":{"id":"https://openalex.org/S4306400350","display_name":"Repository of TBU publications (Univerzita Tomase Bati ze Zline)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165737746","host_organization_name":"Tomas Bata University in Zl\u00edn","host_organization_lineage":["https://openalex.org/I165737746"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3544027","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3544027","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1981343219","https://openalex.org/W2103459159","https://openalex.org/W2593039915","https://openalex.org/W2728819519","https://openalex.org/W2965436336","https://openalex.org/W3012817744","https://openalex.org/W3173123809","https://openalex.org/W3178392515","https://openalex.org/W3191183798","https://openalex.org/W3191718154","https://openalex.org/W4212917315","https://openalex.org/W4213044227","https://openalex.org/W4213248191","https://openalex.org/W4287093335","https://openalex.org/W4317473279","https://openalex.org/W4361212565","https://openalex.org/W4366779419","https://openalex.org/W4387885803","https://openalex.org/W4389078466","https://openalex.org/W4390233496","https://openalex.org/W4391136754","https://openalex.org/W4391418067","https://openalex.org/W4391428431","https://openalex.org/W4391852481","https://openalex.org/W4393317243","https://openalex.org/W4394579166","https://openalex.org/W4396524915","https://openalex.org/W4396620978","https://openalex.org/W4396941181","https://openalex.org/W4400190310","https://openalex.org/W4401567207","https://openalex.org/W4403127093","https://openalex.org/W4405992216"],"related_works":["https://openalex.org/W2373300491","https://openalex.org/W2395294869","https://openalex.org/W2378744544","https://openalex.org/W2594301978","https://openalex.org/W2379704676","https://openalex.org/W1998810860","https://openalex.org/W4206442282","https://openalex.org/W2384505857","https://openalex.org/W2355171581","https://openalex.org/W4229439743"],"abstract_inverted_index":{"Among":[0],"statistical":[1],"methods":[2],"used":[3],"in":[4,96,106,112,170,211],"data":[5],"analysis":[6,9,163],"processes,":[7],"correlation":[8,39,57,79,128,143,165,204],"holds":[10],"one":[11],"of":[12,25,28,30,55,63,66,94,104,115,124,142,160,167,174,221,225],"the":[13,56,60,92,97,113,120,140,171,184,200,212,222,226,230],"most":[14],"significant":[15],"places.":[16],"Using":[17],"correlation,":[18],"analysts":[19],"measure":[20],"prediction":[21,73],"potential":[22,74],"between":[23],"values":[24,95],"a":[26,31,38,67,101,175,208,217],"pair":[27],"attributes":[29],"dataset":[32,69,177,227],"which":[33,70],"can":[34],"be":[35],"summarized":[36],"into":[37,134],"matrix":[40,58,80,205,213],"for":[41,59,91,127],"any":[42],"multidimensional":[43],"dataset.":[44],"Such":[45],"matrices":[46],"are":[47,85],"usually":[48],"sizable,":[49],"and":[50,122,147,156,164,180,182,216],"hard":[51],"to":[52,150,203,229],"read.":[53],"Pruning":[54],"precise":[61],"selection":[62],"attribute":[64,168],"pairs":[65,169],"considered":[68],"bear":[71],"strong":[72,102],"is":[75,100,132,154,178,187],"conventionally":[76],"conducted":[77],"via":[78,189],"masks.":[81],"Since":[82],"these":[83],"masks":[84,126,206],"commonly":[86],"designed":[87,155,179],"as":[88],"crisp":[89],"borders":[90],"acceptability":[93],"matrix,":[98],"there":[99],"lack":[103],"nuance":[105],"this":[107,116],"approach.":[108,233],"The":[109,196],"work":[110],"presented":[111],"scope":[114],"study":[117],"focuses":[118],"on":[119,192],"design":[121],"implementation":[123],"fuzzy":[125,151,172,201],"matrices.":[129],"This":[130],"objective":[131],"divided":[133],"three":[135,193],"main":[136],"tasks":[137],"-":[138],"firstly,":[139],"visualization":[141],"coefficient":[144],"value":[145],"frequency":[146],"its":[148],"relationship":[149],"membership":[152],"function":[153],"implemented,":[157,181],"then":[158],"visualisation":[159],"basic":[161],"regression":[162],"context":[166],"area":[173],"studied":[176],"lastly,":[183],"proposed":[185],"approach":[186,202],"evaluated":[188],"case":[190],"studies":[191],"benchmarking":[194],"datasets.":[195],"results":[197],"obtained":[198],"with":[199],"show":[207],"qualitative":[209],"improvement":[210],"pruning":[214],"task":[215],"more":[218],"appropriate":[219],"identification":[220],"relevant":[223],"parts":[224],"compared":[228],"conventional,":[231],"crips":[232]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
