{"id":"https://openalex.org/W2922350238","doi":"https://doi.org/10.1108/ijlss-05-2017-0040","title":"A neuro-fuzzy hybrid model for assessing leanness of manufacturing systems","display_name":"A neuro-fuzzy hybrid model for assessing leanness of manufacturing systems","publication_year":2019,"publication_date":"2019-03-04","ids":{"openalex":"https://openalex.org/W2922350238","doi":"https://doi.org/10.1108/ijlss-05-2017-0040","mag":"2922350238"},"language":"en","primary_location":{"id":"doi:10.1108/ijlss-05-2017-0040","doi":"https://doi.org/10.1108/ijlss-05-2017-0040","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijlss-05-2017-0040","pdf_url":null,"source":{"id":"https://openalex.org/S152972827","display_name":"International Journal of Lean Six Sigma","issn_l":"2040-4166","issn":["2040-4166","2040-4174"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Lean Six Sigma","raw_type":"journal-article"},"volume":null,"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/A5085239646","display_name":"Saleeshya P.G","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saleeshya P.G.","raw_affiliation_strings":["Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062968787","display_name":"M. Binu","orcid":"https://orcid.org/0000-0002-4133-3560","observed_orcids":["https://orcid.org/0000-0002-4133-3560"]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Binu M.","raw_affiliation_strings":["Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":3.3265,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.92045795,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"1","first_page":"473","last_page":"499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9911999702453613,"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":0.9911999702453613,"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/T13706","display_name":"Management and Optimization Techniques","score":0.0035000001080334187,"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":0.002199999988079071,"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/lean-manufacturing","display_name":"lean manufacturing","score":0.8140000104904175},{"id":"https://openalex.org/keywords/lean-implementation","display_name":"lean implementation","score":0.8009999990463257},{"id":"https://openalex.org/keywords/inventory-management","display_name":"inventory management","score":0.753000020980835},{"id":"https://openalex.org/keywords/industrial-scheduling","display_name":"industrial scheduling","score":0.9750000238418579},{"id":"https://openalex.org/keywords/organizational-flexibility","display_name":"organizational flexibility","score":0.9779999852180481},{"id":"https://openalex.org/keywords/human-factors","display_name":"human factors","score":0.9430000185966492},{"id":"https://openalex.org/keywords/supplier-relationships","display_name":"supplier relationships","score":0.703000009059906},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"fuzzy logic","score":0.7400000095367432},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9700000286102295}],"concepts":[{"id":"https://openalex.org/C137335462","wikidata":"https://www.wikidata.org/wiki/Q380772","display_name":"Lean manufacturing","level":2,"score":0.7006078362464905},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4983065128326416},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.46308809518814087},{"id":"https://openalex.org/C82740854","wikidata":"https://www.wikidata.org/wiki/Q6509472","display_name":"Lean project management","level":3,"score":0.45119285583496094},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3683311641216278},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3456723690032959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33741140365600586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10430482029914856}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ijlss-05-2017-0040","doi":"https://doi.org/10.1108/ijlss-05-2017-0040","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijlss-05-2017-0040","pdf_url":null,"source":{"id":"https://openalex.org/S152972827","display_name":"International Journal of Lean Six Sigma","issn_l":"2040-4166","issn":["2040-4166","2040-4174"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Lean Six Sigma","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1590878032","https://openalex.org/W1857139199","https://openalex.org/W1975933535","https://openalex.org/W1976418944","https://openalex.org/W1981569342","https://openalex.org/W1982115626","https://openalex.org/W1987325240","https://openalex.org/W1991145571","https://openalex.org/W1994073364","https://openalex.org/W1996175487","https://openalex.org/W2003981513","https://openalex.org/W2004633647","https://openalex.org/W2009413536","https://openalex.org/W2009911083","https://openalex.org/W2018962727","https://openalex.org/W2019007602","https://openalex.org/W2020360355","https://openalex.org/W2026467336","https://openalex.org/W2029683934","https://openalex.org/W2031151166","https://openalex.org/W2045472259","https://openalex.org/W2050343006","https://openalex.org/W2071159831","https://openalex.org/W2072788456","https://openalex.org/W2074613969","https://openalex.org/W2077513036","https://openalex.org/W2078950403","https://openalex.org/W2083785515","https://openalex.org/W2093347559","https://openalex.org/W2094792903","https://openalex.org/W2103296186","https://openalex.org/W2104070437","https://openalex.org/W2127160769","https://openalex.org/W2133413574","https://openalex.org/W2141614013","https://openalex.org/W2144404614","https://openalex.org/W2169950385","https://openalex.org/W2192846650","https://openalex.org/W2336082409","https://openalex.org/W2400432161","https://openalex.org/W2507868440","https://openalex.org/W2543231468","https://openalex.org/W2549459998","https://openalex.org/W2575948292","https://openalex.org/W2618210009","https://openalex.org/W2735579404","https://openalex.org/W2737657685","https://openalex.org/W4211007335","https://openalex.org/W4230846333","https://openalex.org/W4410205481"],"related_works":["https://openalex.org/W2082920734","https://openalex.org/W3035524903","https://openalex.org/W2093347559","https://openalex.org/W2118704002","https://openalex.org/W2121045091","https://openalex.org/W2296989721","https://openalex.org/W3136432570","https://openalex.org/W2606159882","https://openalex.org/W1987325240","https://openalex.org/W2971838426"],"abstract_inverted_index":{"Purpose":[0],"Lean":[1],"implementation":[2,19,189],"is":[3,55,59],"a":[4,32,52,66],"strategic":[5],"decision.":[6],"The":[7,57,116,138,154,172,192,206],"capacity":[8,103],"of":[9,23,51,104,111,141,166,187,203,214,222,242],"organisation":[10,168,216],"to":[11,29,80,162,169,181],"be":[12,15],"\u201cLean\u201d":[13],"can":[14],"identified":[16],"before":[17],"lean":[18,188],"by":[20,64,87,177,217],"assessing":[21,38,48,159],"leanness":[22,34,44,50,75,83,112,160,174,193,204,213,220],"an":[24,167,215],"organisation.":[25],"This":[26,131],"study":[27,119,179],"aims":[28],"attempt":[30],"developing":[31],"holistic":[33],"assessment":[35,45,84,105,194],"tool":[36],"for":[37,47,158,219],"organisational":[39,93,173,227],"leanness.":[40],"Design/methodology/approach":[41],"A":[42],"neuro-fuzzy":[43,155,243],"model":[46,58,106,143,157,207],"the":[49,74,82,101,109,121,124,142,164,178,183,240],"manufacturing":[53,129,136],"system":[54],"presented.":[56],"validated":[60],"academically":[61],"and":[62,90,95,107,185,201,236],"industrially":[63],"conducting":[65],"case":[67,118],"study.":[68],"Findings":[69],"Neuro-fuzzy":[70],"hybridisation":[71],"helped":[72,79],"assess":[73],"accurately.":[76],"Fuzzy":[77],"logic":[78],"perform":[81],"more":[85],"realistically":[86],"accounting":[88,218],"ambiguity":[89],"vagueness":[91],"in":[92,120,126,145,197,209],"functioning":[94],"decision-making":[96],"processes.":[97],"Neural":[98],"network":[99],"increased":[100,108],"learning":[102],"accuracy":[110],"index.":[113],"Research":[114],"limitations/implications":[115],"industrial":[117,225],"paper":[122],"shows":[123],"results":[125],"telecom":[127],"equipment":[128],"industry.":[130],"may":[132],"not":[133],"represent":[134],"entire":[135],"sector.":[137],"generic":[139],"nature":[140],"developed":[144,176,208],"this":[146,210],"research":[147,211],"ensures":[148],"its":[149],"wide":[150],"applicability.":[151],"Practical":[152],"implications":[153],"hybrid":[156,244],"helps":[161,180],"identify":[163],"potential":[165],"become":[170],"\u201cLean\u201d.":[171],"index":[175],"monitor":[182],"effectiveness":[184],"impact":[186],"programmes.":[190],"Originality/value":[191],"models":[195],"available":[196],"literature":[198],"lack":[199],"depth":[200],"coverage":[202],"parameters.":[205],"assesses":[212],"aspects":[221],"inventory":[223],"management,":[224,232],"scheduling,":[226],"flexibility,":[228],"ergonomics,":[229],"product,":[230],"process,":[231],"workforce,":[233],"supplier":[234],"relationship":[235,238],"customer":[237],"with":[239],"help":[241],"modelling.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-03-22T00:00:00"}
