{"id":"https://openalex.org/W4388516495","doi":"https://doi.org/10.1109/fuzz52849.2023.10309684","title":"Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection","display_name":"Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection","publication_year":2023,"publication_date":"2023-08-13","ids":{"openalex":"https://openalex.org/W4388516495","doi":"https://doi.org/10.1109/fuzz52849.2023.10309684"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz52849.2023.10309684","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fuzz52849.2023.10309684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-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/A5064652230","display_name":"Pawe\u0142 Karczmarek","orcid":"https://orcid.org/0000-0002-6215-297X"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Pawe\u0142 Karczmarek","raw_affiliation_strings":["Lublin University of Technology,Department of Computer Science,Lublin,Poland","Department of Computer Science, Lublin University of Technology, Lublin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lublin University of Technology,Department of Computer Science,Lublin,Poland","institution_ids":["https://openalex.org/I8264552"]},{"raw_affiliation_string":"Department of Computer Science, Lublin University of Technology, Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018624331","display_name":"Micha\u0142 Dolecki","orcid":"https://orcid.org/0000-0002-3997-3198"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Dolecki","raw_affiliation_strings":["Lublin University of Technology,Department of Computer Science,Lublin,Poland","Department of Computer Science, Lublin University of Technology, Lublin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lublin University of Technology,Department of Computer Science,Lublin,Poland","institution_ids":["https://openalex.org/I8264552"]},{"raw_affiliation_string":"Department of Computer Science, Lublin University of Technology, Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055918461","display_name":"\u0141ukasz Ga\u0142ka","orcid":"https://orcid.org/0000-0001-7632-5205"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"\u0141ukasz Ga\u0142ka","raw_affiliation_strings":["Lublin University of Technology,Department of Computer Science,Lublin,Poland","Department of Computer Science, Lublin University of Technology, Lublin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lublin University of Technology,Department of Computer Science,Lublin,Poland","institution_ids":["https://openalex.org/I8264552"]},{"raw_affiliation_string":"Department of Computer Science, Lublin University of Technology, Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["CA","PL","SA"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["Lublin University of Technology,Department of Computer Science,Lublin,Poland","Department of Computer Science, Lublin University of Technology, Lublin, Poland","Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, Saudi Arabia","Department of Electrical & Computer Engineering, University of Alberta, Edmonton, Canada","Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lublin University of Technology,Department of Computer Science,Lublin,Poland","institution_ids":["https://openalex.org/I8264552"]},{"raw_affiliation_string":"Department of Computer Science, Lublin University of Technology, Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091263984","display_name":"Dariusz Czerwi\u0144ski","orcid":"https://orcid.org/0000-0002-3642-1929"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dariusz Czerwinski","raw_affiliation_strings":["Lublin University of Technology,Department of Computer Science,Lublin,Poland","Department of Computer Science, Lublin University of Technology, Lublin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lublin University of Technology,Department of Computer Science,Lublin,Poland","institution_ids":["https://openalex.org/I8264552"]},{"raw_affiliation_string":"Department of Computer Science, Lublin University of Technology, Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15671449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9879999756813049,"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/choquet-integral","display_name":"Choquet integral","score":0.9421932697296143},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.6686229109764099},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5017449855804443},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.45785319805145264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4219767451286316},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.42120933532714844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41608864068984985},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3785555958747864},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.36627423763275146},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0821787416934967}],"concepts":[{"id":"https://openalex.org/C112799922","wikidata":"https://www.wikidata.org/wiki/Q5104911","display_name":"Choquet integral","level":3,"score":0.9421932697296143},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6686229109764099},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5017449855804443},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.45785319805145264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4219767451286316},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.42120933532714844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41608864068984985},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3785555958747864},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.36627423763275146},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0821787416934967},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz52849.2023.10309684","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fuzz52849.2023.10309684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W161157074","https://openalex.org/W567518060","https://openalex.org/W1521108275","https://openalex.org/W1905771608","https://openalex.org/W1990106316","https://openalex.org/W1991357106","https://openalex.org/W2000661457","https://openalex.org/W2003452701","https://openalex.org/W2033810643","https://openalex.org/W2036234778","https://openalex.org/W2056081083","https://openalex.org/W2097714558","https://openalex.org/W2098367511","https://openalex.org/W2295630085","https://openalex.org/W2296719434","https://openalex.org/W2406556692","https://openalex.org/W2516208336","https://openalex.org/W2551128249","https://openalex.org/W2559077843","https://openalex.org/W2615590668","https://openalex.org/W2615591864","https://openalex.org/W2742500246","https://openalex.org/W2777602658","https://openalex.org/W2912818353","https://openalex.org/W2914146692","https://openalex.org/W2979630275","https://openalex.org/W2999738299","https://openalex.org/W3006217971","https://openalex.org/W3014119824","https://openalex.org/W3081598933","https://openalex.org/W3087820169","https://openalex.org/W3160856194","https://openalex.org/W3201918843","https://openalex.org/W4230872123","https://openalex.org/W4233165551","https://openalex.org/W4252793191","https://openalex.org/W4281740417","https://openalex.org/W4289795356","https://openalex.org/W4295768362","https://openalex.org/W4299417699","https://openalex.org/W4312708109","https://openalex.org/W6686837570","https://openalex.org/W6759030301","https://openalex.org/W6762741845","https://openalex.org/W7075620929"],"related_works":["https://openalex.org/W4213046089","https://openalex.org/W1541916863","https://openalex.org/W2042690472","https://openalex.org/W2110605196","https://openalex.org/W2359864538","https://openalex.org/W2036267305","https://openalex.org/W2761247866","https://openalex.org/W96873222","https://openalex.org/W2293784784","https://openalex.org/W2949501473"],"abstract_inverted_index":{"In":[0,56,127],"this":[1,89,101],"study,":[2],"we":[3,62,87,96,137],"consider":[4],"a":[5,16,37,65,128],"new":[6,141],"approach":[7,142],"to":[8,103],"the":[9,19,47,57,73,79,93,105,109,112,121,124,140,146],"enhancement":[10],"of":[11,21,23,32,46,51,60,67,78,107,123,130,151],"classic":[12],"Choquet":[13,125],"integral":[14,113],"as":[15],"vehicle":[17],"in":[18,149],"processes":[20,118],"aggregation":[22,70],"classifiers":[24],"o":[25,35,40],"r":[26],"i":[27],"nformation":[28],"fusion.":[29],"The":[30],"improvement":[31],"classification":[33],"result":[34],"n":[36],"b":[38],"asis":[39],"f":[41],"classifier":[42],"ensambles":[43],"is":[44,143],"one":[45,77],"most":[48,80],"important":[49],"tasks":[50],"machine":[52],"learning":[53],"research":[54],"community.":[55],"previous":[58],"series":[59,129],"works,":[61],"have":[63],"introduced":[64],"conception":[66],"building":[68],"Choquet-like":[69],"operator":[71],"using":[72,92],"idea":[74,106],"inspired":[75],"by":[76,91],"common":[81],"numerical":[82,131],"methods,":[83],"namely":[84],"quadratures.":[85],"Here,":[86],"extend":[88],"technique":[90],"concept":[94],"which":[95],"call":[97],"smoothing.":[98],"We":[99],"use":[100],"term":[102],"express":[104],"smoothing":[108],"function":[110],"under":[111],"symbol,":[114],"and":[115,153],"thus":[116],"triggering":[117],"that":[119,139],"increase":[120],"elasticity":[122],"integral.":[126],"experiments":[132],"with":[133],"anomaly":[134],"detection":[135],"problem,":[136],"show":[138],"better":[144],"than":[145],"existing":[147],"ones":[148],"terms":[150],"accuracy":[152],"f1":[154],"score.":[155]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
