{"id":"https://openalex.org/W4295767673","doi":"https://doi.org/10.1109/fuzz-ieee55066.2022.9882674","title":"Data Processing under Fuzzy Uncertainty: Towards More Efficient Algorithms","display_name":"Data Processing under Fuzzy Uncertainty: Towards More Efficient Algorithms","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4295767673","doi":"https://doi.org/10.1109/fuzz-ieee55066.2022.9882674"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee55066.2022.9882674","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee55066.2022.9882674","pdf_url":null,"source":{"id":"https://openalex.org/S4363608205","display_name":"2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5100716476","display_name":"Hung T. Nguyen","orcid":"https://orcid.org/0000-0003-3373-8178"},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]},{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH","US"],"is_corresponding":true,"raw_author_name":"Hung T. Nguyen","raw_affiliation_strings":["New Mexico State Univesity,Department of Mathematical Sciences,Las Cruces,New Mexico,USA","Faculty of Economics, Chiang Mai University, Chiang Mai, Thailand","Department of Mathematical Sciences, New Mexico State Univesity, Las Cruces, New Mexico, USA"],"affiliations":[{"raw_affiliation_string":"New Mexico State Univesity,Department of Mathematical Sciences,Las Cruces,New Mexico,USA","institution_ids":["https://openalex.org/I10052268"]},{"raw_affiliation_string":"Faculty of Economics, Chiang Mai University, Chiang Mai, Thailand","institution_ids":["https://openalex.org/I48076826"]},{"raw_affiliation_string":"Department of Mathematical Sciences, New Mexico State Univesity, Las Cruces, New Mexico, USA","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075920182","display_name":"Olga Kosheleva","orcid":"https://orcid.org/0000-0003-2587-4209"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olga Kosheleva","raw_affiliation_strings":["University of Texas at El Paso,Department of Teacher Education,El Paso,Texas,USA","Department of Teacher Education, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at El Paso,Department of Teacher Education,El Paso,Texas,USA","institution_ids":["https://openalex.org/I164936912"]},{"raw_affiliation_string":"Department of Teacher Education, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061275811","display_name":"\u0412\u043b\u0430\u0434\u0438\u043a \u041a\u0440\u0435\u0439\u043d\u043e\u0432\u0438\u0447","orcid":"https://orcid.org/0000-0002-1244-1650"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladik Kreinovich","raw_affiliation_strings":["University of Texas at El Paso,Department of Computer Science,El Paso,Texas,USA","Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at El Paso,Department of Computer Science,El Paso,Texas,USA","institution_ids":["https://openalex.org/I164936912"]},{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100716476"],"corresponding_institution_ids":["https://openalex.org/I10052268","https://openalex.org/I48076826"],"apc_list":null,"apc_paid":null,"fwci":0.1039,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.28549881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9794999957084656,"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":0.9794999957084656,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9715999960899353,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9415000081062317,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6579540371894836},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5308920741081238},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45916375517845154},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3236226439476013},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29405635595321655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6579540371894836},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5308920741081238},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45916375517845154},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3236226439476013},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29405635595321655}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee55066.2022.9882674","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee55066.2022.9882674","pdf_url":null,"source":{"id":"https://openalex.org/S4363608205","display_name":"2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W33079676","https://openalex.org/W296311487","https://openalex.org/W1507872748","https://openalex.org/W1997196510","https://openalex.org/W2089624753","https://openalex.org/W2152280653","https://openalex.org/W2579555219","https://openalex.org/W3013608639","https://openalex.org/W3121110993","https://openalex.org/W4211007335","https://openalex.org/W4230541729","https://openalex.org/W4247671468","https://openalex.org/W4249816584","https://openalex.org/W4254931243","https://openalex.org/W4289127527","https://openalex.org/W4296927103"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0,85],"many":[1],"practical":[2],"situations,":[3],"we":[4,12,21,88],"need":[5],"to":[6,23,41,91],"process":[7],"data":[8,76],"under":[9],"fuzzy":[10,14],"uncertainty:":[11],"have":[13],"information":[15,27],"about":[16,28],"the":[17,25,29,43,46,53,94],"algorithm\u2019s":[18,30],"input,":[19],"and":[20,73],"want":[22],"find":[24],"resulting":[26],"output.":[31],"It":[32],"is":[33,82],"known":[34],"that":[35],"this":[36,60,86],"problem":[37],"can":[38],"be":[39],"reduced":[40],"computing":[42],"range":[44,70,80],"of":[45,52,59],"algorithm":[47],"over":[48],"several":[49],"(A)":[50],"alpha-cuts":[51],"input.":[54],"However,":[55],"a":[56],"straightforward":[57],"application":[58],"idea":[61],"requires":[62],"A":[63],"times":[64],"longer":[65],"computation":[66,81],"time":[67],"than":[68],"each":[69,79],"estimation":[71],"\u2013":[72],"for":[74],"complex":[75],"processing":[77],"algorithms,":[78],"already":[83],"time-consuming.":[84],"paper,":[87],"show":[89],"how":[90],"compute":[92],"all":[93],"desired":[95],"ranges":[96],"much":[97],"faster.":[98]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}