{"id":"https://openalex.org/W4313549256","doi":"https://doi.org/10.1109/scisisis55246.2022.10002076","title":"A Comparison Study of Fuzzy Transform based Approximation Methods","display_name":"A Comparison Study of Fuzzy Transform based Approximation Methods","publication_year":2022,"publication_date":"2022-11-29","ids":{"openalex":"https://openalex.org/W4313549256","doi":"https://doi.org/10.1109/scisisis55246.2022.10002076"},"language":"en","primary_location":{"id":"doi:10.1109/scisisis55246.2022.10002076","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/scisisis55246.2022.10002076","pdf_url":null,"source":{"id":"https://openalex.org/S4363607982","display_name":"2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5069294466","display_name":"Hee-Jun Min","orcid":null},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hee-Jun Min","raw_affiliation_strings":["Hanyang University,dept. of Applied Mathematics,Seoul,Republic of Korea","dept. of Applied Mathematics, Hanyang University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,dept. of Applied Mathematics,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"dept. of Applied Mathematics, Hanyang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079482972","display_name":"Hye-Young Jung","orcid":"https://orcid.org/0000-0003-0569-370X"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hye-Young Jung","raw_affiliation_strings":["Hanyang University,dept. of Applied Mathematics,Ansan,Republic of Korea","dept. of Applied Mathematics, Hanyang University, Ansan, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,dept. of Applied Mathematics,Ansan,Republic of Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"dept. of Applied Mathematics, Hanyang University, Ansan, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18782246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9959999918937683,"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/T11727","display_name":"Advanced Algebra and Logic","score":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.722632884979248},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6071003079414368},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6055450439453125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5781709551811218},{"id":"https://openalex.org/keywords/least-absolute-deviations","display_name":"Least absolute deviations","score":0.5666403770446777},{"id":"https://openalex.org/keywords/function-approximation","display_name":"Function approximation","score":0.4605180025100708},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.44685864448547363},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.4190746247768402},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4157401919364929},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.41527047753334045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32753849029541016},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.322738379240036},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32086122035980225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.28840172290802},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1570771038532257}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.722632884979248},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6071003079414368},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6055450439453125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5781709551811218},{"id":"https://openalex.org/C31441030","wikidata":"https://www.wikidata.org/wiki/Q4291882","display_name":"Least absolute deviations","level":3,"score":0.5666403770446777},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.4605180025100708},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.44685864448547363},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4190746247768402},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4157401919364929},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.41527047753334045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32753849029541016},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.322738379240036},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32086122035980225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28840172290802},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1570771038532257},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scisisis55246.2022.10002076","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/scisisis55246.2022.10002076","pdf_url":null,"source":{"id":"https://openalex.org/S4363607982","display_name":"2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1988881936","https://openalex.org/W2075594316","https://openalex.org/W2102148524","https://openalex.org/W2149414429","https://openalex.org/W2157564217","https://openalex.org/W4229367938"],"related_works":["https://openalex.org/W4311044804","https://openalex.org/W2346438587","https://openalex.org/W1486684451","https://openalex.org/W2116249946","https://openalex.org/W2801459815","https://openalex.org/W2099285375","https://openalex.org/W1978096141","https://openalex.org/W4361273540","https://openalex.org/W2679491435","https://openalex.org/W4361984403"],"abstract_inverted_index":{"Fuzzy":[0,17,30,47,92],"Transform":[1,18,31,48,93],"based":[2],"on":[3,35],"fuzzy":[4,23,53],"set":[5],"is":[6,39,56],"a":[7],"method":[8],"for":[9],"data":[10],"compression":[11],"and":[12,60,81,100],"function":[13,36,61,79,98],"approximation.":[14],"Least":[15,28,44,89],"Sqaures":[16],"that":[19,49,87],"applied":[20,50],"L2-norm":[21],"to":[22,41,52,58],"transform":[24,54],"has":[25,63],"been":[26,64],"proposed.":[27,65],"Squares":[29],"shows":[32],"good":[33],"performance":[34,72],"approximation,":[37],"but":[38],"sensitive":[40],"outliers.":[42],"Recently,":[43],"Absolute":[45,90],"Deviation":[46,91],"L1-norm":[51],"which":[55],"robust":[57],"outliers":[59],"approximation":[62,80,99],"In":[66],"this":[67],"paper,":[68],"we":[69],"compare":[70],"the":[71,88,95],"of":[73,78],"three":[74],"methods":[75],"in":[76,97],"terms":[77],"outlier":[82,101],"robustness":[83,102],"problems.":[84,103],"Experiments":[85],"show":[86],"outperforms":[94],"others":[96]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}