{"id":"https://openalex.org/W2026132980","doi":"https://doi.org/10.1111/1468-0394.00208","title":"Monitoring the supply of products in a supply chain environment: a fuzzy neural approach","display_name":"Monitoring the supply of products in a supply chain environment: a fuzzy neural approach","publication_year":2002,"publication_date":"2002-09-01","ids":{"openalex":"https://openalex.org/W2026132980","doi":"https://doi.org/10.1111/1468-0394.00208","mag":"2026132980"},"language":"en","primary_location":{"id":"doi:10.1111/1468-0394.00208","is_oa":false,"landing_page_url":"https://doi.org/10.1111/1468-0394.00208","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems","raw_type":"journal-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/A5103059182","display_name":"H.C.W. Lau","orcid":"https://orcid.org/0000-0002-7744-9012"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"H.C.W. Lau","raw_affiliation_strings":["The Hong Kong Polytechnic University,","The Hong Kong Polytechnic University#TAB#"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"The Hong Kong Polytechnic University#TAB#","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023149665","display_name":"I.K. Hui","orcid":"https://orcid.org/0009-0005-8118-989X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"I.K. Hui","raw_affiliation_strings":["City University of Hong Kong,","City University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"City University of Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091374591","display_name":"Felix T.S. Chan","orcid":"https://orcid.org/0000-0001-7374-2396"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Felix T.S. Chan","raw_affiliation_strings":["University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060313783","display_name":"Christina W.Y. Wong","orcid":"https://orcid.org/0000-0002-6130-9613"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Christina W.Y. Wong","raw_affiliation_strings":["The Hong Kong Polytechnic University,","The Hong Kong Polytechnic University#TAB#"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"The Hong Kong Polytechnic University#TAB#","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103059182"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":{"value":3860,"currency":"USD","value_usd":3860},"apc_paid":null,"fwci":0.5044,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.69866643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"19","issue":"4","first_page":"235","last_page":"243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9556999802589417,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9235000014305115,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8249932527542114},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.777347207069397},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6519257426261902},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6038015484809875},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5538027286529541},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5246204137802124},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4575790762901306},{"id":"https://openalex.org/keywords/supply-chain-network","display_name":"Supply chain network","score":0.41909366846084595},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.40234556794166565},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.39390334486961365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30775487422943115},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.08141875267028809},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07026702165603638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8249932527542114},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.777347207069397},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6519257426261902},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6038015484809875},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5538027286529541},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5246204137802124},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4575790762901306},{"id":"https://openalex.org/C2778397037","wikidata":"https://www.wikidata.org/wiki/Q17083947","display_name":"Supply chain network","level":4,"score":0.41909366846084595},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.40234556794166565},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.39390334486961365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30775487422943115},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.08141875267028809},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07026702165603638},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1111/1468-0394.00208","is_oa":false,"landing_page_url":"https://doi.org/10.1111/1468-0394.00208","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems","raw_type":"journal-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/55735","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/55735","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal/Magazine Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320339","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70"},{"id":"https://openalex.org/F4320320978","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"},{"id":"https://openalex.org/F4320323026","display_name":"Aston University","ror":"https://ror.org/05j0ve876"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3134025034","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W388184414","https://openalex.org/W2026811664","https://openalex.org/W4220986737","https://openalex.org/W2036362268","https://openalex.org/W4251627967","https://openalex.org/W2738154946","https://openalex.org/W3135124153"],"abstract_inverted_index":{"Fuzzy":[0],"logic":[1],"principles":[2],"and":[3,31,141],"neural":[4,48,129],"networks,":[5],"both":[6],"being":[7],"computational":[8],"intelligence":[9,171],"technologies,":[10],"can":[11],"be":[12],"combined":[13],"to":[14,56,92,100,146,148,167,184],"produce":[15],"synergetic":[16],"effects":[17],"through":[18],"the":[19,29,33,37,40,58,94,101,108,114,126,132,136,142,150,157,160,169,178],"formation":[20],"of":[21,28,39,61,97,104,116,134,139,162,172,180],"a":[22,46,72,119,173,181],"unified":[23],"approach":[24,79,130,166],"which":[25,50],"takes":[26],"advantage":[27],"benefits":[30],"at":[32,107],"same":[34],"time":[35],"counterbalances":[36],"flaws":[38],"two":[41],"technologies.":[42],"In":[43],"this":[44,117,163],"paper,":[45],"fuzzy":[47,128],"approach,":[49,118],"is":[51,76,80],"characterized":[52],"by":[53],"its":[54,186],"ability":[55],"suggest":[57],"appropriate":[59,137],"adjustment":[60],"product":[62],"quantity":[63,144],"from":[64],"various":[65],"suppliers":[66,140],"with":[67,131,177],"different":[68],"quality":[69,152],"standards":[70],"in":[71,83],"supply":[73,87,174],"chain":[74,88,175],"network,":[75],"presented.":[77],"This":[78,154],"particularly":[81],"useful":[82],"situations":[84],"where":[85],"multiple":[86],"partners":[89],"are":[90],"involved":[91],"achieve":[93],"common":[95],"objective":[96,133],"producing":[98],"products":[99],"best":[102],"satisfaction":[103],"customer":[105],"demands":[106],"lowest":[109],"possible":[110],"cost.":[111],"To":[112],"validate":[113],"feasibility":[115],"test":[120],"has":[121],"been":[122],"conducted":[123],"based":[124],"on":[125],"proposed":[127,164],"suggesting":[135],"selection":[138],"optimal":[143],"allocated":[145],"them":[147],"meet":[149],"required":[151],"standards.":[153],"paper":[155],"describes":[156],"methodology":[158],"for":[159],"deployment":[161],"hybrid":[165],"enhance":[168],"machine":[170],"network":[176],"description":[179],"case":[182],"study":[183],"exemplify":[185],"underlying":[187],"principles.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
