{"id":"https://openalex.org/W1996994272","doi":"https://doi.org/10.1109/idaacs.2013.6662709","title":"Fuzzy data processing method","display_name":"Fuzzy data processing method","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W1996994272","doi":"https://doi.org/10.1109/idaacs.2013.6662709","mag":"1996994272"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs.2013.6662709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2013.6662709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS)","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/A5001766550","display_name":"\u041b\u0435\u0441\u044f \u0414\u0443\u0431\u0447\u0430\u043a","orcid":"https://orcid.org/0000-0003-3743-2432"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Lesia Dubchak","raw_affiliation_strings":["Ternopil National Economy University, Ternopil, Ukraine","Ternopil Nat. Econ. Univ., Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ternopil National Economy University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]},{"raw_affiliation_string":"Ternopil Nat. Econ. Univ., Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064549111","display_name":"Nadiia Vasylkiv","orcid":"https://orcid.org/0000-0002-4247-7523"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nadiya Vasylkiv","raw_affiliation_strings":["Ternopil National Economy University, Ternopil, Ukraine","Ternopil Nat. Econ. Univ., Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ternopil National Economy University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]},{"raw_affiliation_string":"Ternopil Nat. Econ. Univ., Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034196152","display_name":"Volodymyr Kochan","orcid":"https://orcid.org/0000-0001-8376-4660"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Kochan","raw_affiliation_strings":["Ternopil National Economy University, Ternopil, Ukraine","Ternopil Nat. Econ. Univ., Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ternopil National Economy University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]},{"raw_affiliation_string":"Ternopil Nat. Econ. Univ., Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041534659","display_name":"Andrij Lyapandra","orcid":null},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Andrij Lyapandra","raw_affiliation_strings":["Ternopil National Economy University, Ternopil, Ukraine","Ternopil Nat. Econ. Univ., Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ternopil National Economy University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]},{"raw_affiliation_string":"Ternopil Nat. Econ. Univ., Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9765,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88129174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"373","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9876000285148621,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9876000285148621,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9661999940872192,"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/computer-science","display_name":"Computer science","score":0.6859003305435181},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.642036497592926},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.586302638053894},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5764800310134888},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5550866723060608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5544544458389282},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.5531684756278992},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.5470919013023376},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4997079372406006},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.4863012731075287},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.48072102665901184},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.46537134051322937},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.438493549823761},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.41740530729293823},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3699519634246826},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36816561222076416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19960948824882507},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.06495985388755798},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.05437445640563965}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6859003305435181},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.642036497592926},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.586302638053894},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5764800310134888},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5550866723060608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5544544458389282},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.5531684756278992},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.5470919013023376},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4997079372406006},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.4863012731075287},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.48072102665901184},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.46537134051322937},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.438493549823761},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.41740530729293823},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3699519634246826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36816561222076416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19960948824882507},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.06495985388755798},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.05437445640563965}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs.2013.6662709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2013.6662709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS)","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":2,"referenced_works":["https://openalex.org/W1485268022","https://openalex.org/W1512848798"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W4242970302","https://openalex.org/W1976608231","https://openalex.org/W2024822381","https://openalex.org/W2118406295","https://openalex.org/W2089003510","https://openalex.org/W2062917877","https://openalex.org/W1980652001","https://openalex.org/W1988589234","https://openalex.org/W1517786254"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3],"method":[4,19,51],"for":[5],"fuzzy":[6,12,35,59,71],"data":[7,36,60],"processing":[8,37,57],"based":[9],"on":[10],"Mamdani's":[11,75],"inference":[13,72],"method.":[14],"The":[15,42],"implementation":[16],"of":[17,24,32,44,48,58,67,70],"this":[18],"is":[20],"divided":[21],"into":[22],"phases":[23],"training":[25],"and":[26,38],"exploitation,":[27],"which":[28],"reduces":[29],"the":[30,45,49,53,65,68],"number":[31],"operations":[33],"during":[34],"improves":[39],"its":[40],"performance.":[41],"analysis":[43],"time":[46,66],"complexity":[47],"proposed":[50],"shows":[52],"reduction":[54],"in":[55],"run-time":[56],"four":[61],"times":[62],"comparatively":[63],"to":[64],"realization":[69],"by":[73],"classical":[74],"mechanism.":[76]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}