{"id":"https://openalex.org/W2174409394","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337961","title":"An adaptive neuro-fuzzy model for the detection of meat spoilage using multispectral images","display_name":"An adaptive neuro-fuzzy model for the detection of meat spoilage using multispectral images","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2174409394","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337961","mag":"2174409394"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7337961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 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/A5072892343","display_name":"Abeer Alshejari","orcid":"https://orcid.org/0009-0008-3567-137X"},"institutions":[{"id":"https://openalex.org/I94951947","display_name":"University of Westminster","ror":"https://ror.org/04ycpbx82","country_code":"GB","type":"education","lineage":["https://openalex.org/I94951947"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Abeer Alshejari","raw_affiliation_strings":["Faculty of Science and Technology, University of Westminster, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Westminster, London, United Kingdom","institution_ids":["https://openalex.org/I94951947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070407294","display_name":"Vassilis Kodogiannis","orcid":"https://orcid.org/0000-0002-3862-0278"},"institutions":[{"id":"https://openalex.org/I94951947","display_name":"University of Westminster","ror":"https://ror.org/04ycpbx82","country_code":"GB","type":"education","lineage":["https://openalex.org/I94951947"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vassilis S. Kodogiannis","raw_affiliation_strings":["Faculty of Science and Technology, University of Westminster, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Westminster, London, United Kingdom","institution_ids":["https://openalex.org/I94951947"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016293475","display_name":"Ilias Petrounias","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ilias Petrounias","raw_affiliation_strings":["Manchester Business School, The University of Manchester, Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Manchester Business School, The University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072892343"],"corresponding_institution_ids":["https://openalex.org/I94951947"],"apc_list":null,"apc_paid":null,"fwci":0.2389,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55082285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"45","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10333","display_name":"Meat and Animal Product Quality","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.914179265499115},{"id":"https://openalex.org/keywords/food-spoilage","display_name":"Food spoilage","score":0.7676010727882385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6176709532737732},{"id":"https://openalex.org/keywords/meat-spoilage","display_name":"Meat spoilage","score":0.5412914156913757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5309200882911682},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5305296182632446},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.46512269973754883},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45520997047424316},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43652328848838806},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3612448573112488}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.914179265499115},{"id":"https://openalex.org/C147490202","wikidata":"https://www.wikidata.org/wiki/Q5465528","display_name":"Food spoilage","level":3,"score":0.7676010727882385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6176709532737732},{"id":"https://openalex.org/C89532306","wikidata":"https://www.wikidata.org/wiki/Q6804281","display_name":"Meat spoilage","level":4,"score":0.5412914156913757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5309200882911682},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5305296182632446},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.46512269973754883},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45520997047424316},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43652328848838806},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3612448573112488},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C523546767","wikidata":"https://www.wikidata.org/wiki/Q10876","display_name":"Bacteria","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7337961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/6552ea4d-8e81-4cb3-96f3-51450eec053d","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/6552ea4d-8e81-4cb3-96f3-51450eec053d","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Alshejari, A, Kodogiannis, V & Petrounias, I 2015, An Adaptive Neuro-Fuzzy Model for the Detection of Meat Spoilage using Multispectral Images. in Proceedings of the International Fuzzy Systems (FUZZ-IEEE) International Conference. IEEE, USA, pp. 1-7, International Conference on Fuzzy Systems (FUZZ-IEEE) 2015, Istanbul, 2/08/15. https://doi.org/10.1109/FUZZ-IEEE.2015.7337961","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/6552ea4d-8e81-4cb3-96f3-51450eec053d","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/an-adaptive-neurofuzzy-model-for-the-detection-of-meat-spoilage-using-multispectral-images(6552ea4d-8e81-4cb3-96f3-51450eec053d).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Alshejari, A, Kodogiannis, V & Petrounias, I 2015, An Adaptive Neuro-Fuzzy Model for the Detection of Meat Spoilage using Multispectral Images. in Proceedings of the International Fuzzy Systems (FUZZ-IEEE) International Conference. IEEE, USA, pp. 1-7, International Conference on Fuzzy Systems (FUZZ-IEEE) 2015, Istanbul, 2/08/15. https://doi.org/10.1109/FUZZ-IEEE.2015.7337961","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:westminsterresearch.westminster.ac.uk:99511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/FUZZ-IEEE.2015.7337961","pdf_url":null,"source":{"id":"https://openalex.org/S4306400277","display_name":"WestminsterResearch (University of Westminster)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94951947","host_organization_name":"University of Westminster","host_organization_lineage":["https://openalex.org/I94951947"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference-paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1966298429","https://openalex.org/W1966693271","https://openalex.org/W1969048016","https://openalex.org/W1975799132","https://openalex.org/W1978371528","https://openalex.org/W2011052563","https://openalex.org/W2022035160","https://openalex.org/W2024809372","https://openalex.org/W2042046593","https://openalex.org/W2046653646","https://openalex.org/W2054834816","https://openalex.org/W2055036777","https://openalex.org/W2077770405","https://openalex.org/W2091650778","https://openalex.org/W2092069428","https://openalex.org/W2116146912","https://openalex.org/W2168138440","https://openalex.org/W2168478992","https://openalex.org/W2169443478","https://openalex.org/W2252592455","https://openalex.org/W2493161354","https://openalex.org/W6673230843"],"related_works":["https://openalex.org/W3137460695","https://openalex.org/W3214637860","https://openalex.org/W2283618614","https://openalex.org/W3048271233","https://openalex.org/W1962577159","https://openalex.org/W4401993263","https://openalex.org/W2376508020","https://openalex.org/W2969356085","https://openalex.org/W2046238803","https://openalex.org/W4378882963"],"abstract_inverted_index":{"The":[0,33,69,91],"use":[1],"of":[2,8,15,35,47,85,127],"vision":[3],"technology":[4],"for":[5,123],"quality":[6,29],"testing":[7],"food":[9],"production":[10,22],"has":[11,40],"the":[12,28,45,83,101,124],"obvious":[13],"advantage":[14],"being":[16],"able":[17],"to":[18],"continuously":[19],"monitor":[20],"a":[21,36],"using":[23],"non-destructive":[24],"methods":[25],"thus":[26],"increasing":[27],"and":[30,66,75],"minimizing":[31],"cost.":[32],"performance":[34],"multispectral":[37,114],"imaging":[38],"system":[39,71],"been":[41],"evaluated":[42],"in":[43],"monitoring":[44],"spoilage":[46],"minced":[48],"beef":[49],"stored":[50],"either":[51],"aerobically":[52],"or":[53],"under":[54],"modified":[55],"atmosphere":[56],"packaging":[57],"(MAP),":[58],"at":[59],"different":[60],"storage":[61],"temperatures":[62],"(0,":[63],"5,":[64],"10,":[65],"15":[67],"\u00b0C).":[68],"detection":[70],"explores":[72],"both":[73],"qualitative":[74],"quantitative":[76],"information":[77,115],"extracted":[78],"from":[79],"spectral":[80],"data":[81],"with":[82],"aid":[84],"an":[86,120],"advanced":[87],"neuro-fuzzy":[88],"identification":[89],"model.":[90],"proposed":[92],"model":[93],"constructs":[94],"its":[95],"initial":[96],"rules":[97],"by":[98,108],"clustering":[99],"while":[100],"final":[102],"fuzzy":[103],"rule":[104],"base":[105],"is":[106],"determined":[107],"competitive":[109],"learning.":[110],"Results":[111],"indicated":[112],"that":[113],"could":[116],"be":[117],"considered":[118],"as":[119],"alternative":[121],"methodology":[122],"accurate":[125],"evaluation":[126],"meat":[128],"spoilage.":[129]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}