{"id":"https://openalex.org/W4399811088","doi":"https://doi.org/10.3390/info15060360","title":"An Anomaly Detection Approach to Determine Optimal Cutting Time in Cheese Formation","display_name":"An Anomaly Detection Approach to Determine Optimal Cutting Time in Cheese Formation","publication_year":2024,"publication_date":"2024-06-18","ids":{"openalex":"https://openalex.org/W4399811088","doi":"https://doi.org/10.3390/info15060360"},"language":"en","primary_location":{"id":"doi:10.3390/info15060360","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15060360","pdf_url":"https://www.mdpi.com/2078-2489/15/6/360/pdf?version=1718724284","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/15/6/360/pdf?version=1718724284","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010294470","display_name":"Andrea Loddo","orcid":"https://orcid.org/0000-0002-6571-3816"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Loddo","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6571-3816","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056761365","display_name":"Davide Ghiani","orcid":null},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Ghiani","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092349764","display_name":"Alessandra Perniciano","orcid":"https://orcid.org/0009-0003-8956-5058"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Perniciano","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy"],"raw_orcid":"https://orcid.org/0009-0003-8956-5058","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035691852","display_name":"Luca Zedda","orcid":"https://orcid.org/0009-0001-8488-1612"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Zedda","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy"],"raw_orcid":"https://orcid.org/0009-0001-8488-1612","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004152189","display_name":"Barbara Pes","orcid":"https://orcid.org/0000-0003-3983-6844"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Barbara Pes","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3983-6844","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009180528","display_name":"Cecilia Di Ruberto","orcid":"https://orcid.org/0000-0003-4641-0307"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cecilia Di Ruberto","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4641-0307","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari, Via Ospedale 72, 09124 Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010294470"],"corresponding_institution_ids":["https://openalex.org/I172446870"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.5112,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65810425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"15","issue":"6","first_page":"360","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10411","display_name":"Proteins in Food Systems","score":0.9124000072479248,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10411","display_name":"Proteins in Food Systems","score":0.9124000072479248,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12349","display_name":"Food Chemistry and Fat Analysis","score":0.9089000225067139,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"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/anomaly-detection","display_name":"Anomaly detection","score":0.6206948161125183},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5900734663009644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4012576937675476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22404086589813232},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1038849949836731}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6206948161125183},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5900734663009644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4012576937675476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22404086589813232},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1038849949836731},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info15060360","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15060360","pdf_url":"https://www.mdpi.com/2078-2489/15/6/360/pdf?version=1718724284","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:iris.unica.it:11584/404683","is_oa":true,"landing_page_url":"https://hdl.handle.net/11584/404683","pdf_url":"https://iris.unica.it/bitstream/11584/404683/1/2024_Information-compresso.pdf","source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:b04e1ec741ee4fc98c44d39123e21b6a","is_oa":false,"landing_page_url":"https://doaj.org/article/b04e1ec741ee4fc98c44d39123e21b6a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 15, Iss 6, p 360 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info15060360","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15060360","pdf_url":"https://www.mdpi.com/2078-2489/15/6/360/pdf?version=1718724284","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2023431758","display_name":null,"funder_award_id":"ECS0000038","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3018935365","display_name":null,"funder_award_id":"F53C22000430001","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399811088.pdf"},"referenced_works_count":90,"referenced_works":["https://openalex.org/W1033391695","https://openalex.org/W1965737899","https://openalex.org/W2044465660","https://openalex.org/W2047188843","https://openalex.org/W2086936614","https://openalex.org/W2090229254","https://openalex.org/W2097117768","https://openalex.org/W2099303476","https://openalex.org/W2105497548","https://openalex.org/W2108598243","https://openalex.org/W2124041826","https://openalex.org/W2146880335","https://openalex.org/W2154823510","https://openalex.org/W2163352848","https://openalex.org/W2164598857","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2296719434","https://openalex.org/W2299239301","https://openalex.org/W2481750837","https://openalex.org/W2531409750","https://openalex.org/W2618530766","https://openalex.org/W2919115771","https://openalex.org/W2936391122","https://openalex.org/W2938337762","https://openalex.org/W2942578132","https://openalex.org/W2963446712","https://openalex.org/W2963610939","https://openalex.org/W2964081807","https://openalex.org/W2964232409","https://openalex.org/W2964350391","https://openalex.org/W2970911970","https://openalex.org/W2971400362","https://openalex.org/W2980584449","https://openalex.org/W2996461449","https://openalex.org/W3010795489","https://openalex.org/W3023354380","https://openalex.org/W3034648032","https://openalex.org/W3040099731","https://openalex.org/W3041608560","https://openalex.org/W3086419524","https://openalex.org/W3087439305","https://openalex.org/W3089028909","https://openalex.org/W3097094324","https://openalex.org/W3098636515","https://openalex.org/W3108350378","https://openalex.org/W3123810627","https://openalex.org/W3129166376","https://openalex.org/W3163390251","https://openalex.org/W3168984673","https://openalex.org/W3175716777","https://openalex.org/W3184840518","https://openalex.org/W3194400333","https://openalex.org/W3197947122","https://openalex.org/W3208876138","https://openalex.org/W3215907972","https://openalex.org/W4239079316","https://openalex.org/W4290964450","https://openalex.org/W4292290851","https://openalex.org/W4293168166","https://openalex.org/W4296986250","https://openalex.org/W4297154560","https://openalex.org/W4312756905","https://openalex.org/W4313319247","https://openalex.org/W4318567011","https://openalex.org/W4319302563","https://openalex.org/W4319341361","https://openalex.org/W4322102006","https://openalex.org/W4323240526","https://openalex.org/W4328007677","https://openalex.org/W4361223347","https://openalex.org/W4362508096","https://openalex.org/W4367663491","https://openalex.org/W4375866544","https://openalex.org/W4376127652","https://openalex.org/W4384407578","https://openalex.org/W4384436171","https://openalex.org/W4385342063","https://openalex.org/W4386087034","https://openalex.org/W4386523119","https://openalex.org/W4387587797","https://openalex.org/W4390072758","https://openalex.org/W4390683381","https://openalex.org/W4391099336","https://openalex.org/W4391992447","https://openalex.org/W4397023171","https://openalex.org/W6626647377","https://openalex.org/W6697247561","https://openalex.org/W6721912018","https://openalex.org/W6780405429"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"The":[0],"production":[1,49],"of":[2,39,50,64,137,144],"cheese,":[3],"a":[4,54,109],"beloved":[5],"culinary":[6],"delight":[7],"worldwide,":[8],"faces":[9],"challenges":[10],"in":[11,22,68],"maintaining":[12],"consistent":[13],"product":[14],"quality":[15,38],"and":[16,57],"operational":[17],"efficiency.":[18],"One":[19],"crucial":[20],"stage":[21],"this":[23,43,81,89],"process":[24],"is":[25],"determining":[26],"the":[27,37,40,48,73,93,99,127,142],"precise":[28],"cutting":[29],"time":[30],"during":[31],"curd":[32,96],"formation,":[33],"which":[34,116],"significantly":[35],"impacts":[36],"cheese.":[41],"Misjudging":[42],"timing":[44],"can":[45],"lead":[46],"to":[47,72,101,123,139],"inferior":[51],"products,":[52],"harming":[53],"company\u2019s":[55],"reputation":[56],"revenue.":[58],"Conventional":[59],"methods":[60,122],"often":[61],"fall":[62],"short":[63],"accurately":[65],"assessing":[66],"variations":[67],"coagulation":[69,129],"conditions":[70],"due":[71],"inherent":[74],"potential":[75],"for":[76],"human":[77],"error.":[78],"To":[79],"address":[80],"issue,":[82],"we":[83,91,117],"propose":[84],"an":[85],"anomaly-detection-based":[86],"approach.":[87,146],"In":[88],"approach,":[90],"treat":[92],"class":[94],"representing":[95],"formation":[97],"as":[98],"anomaly":[100],"be":[102],"identified.":[103],"Our":[104],"proposed":[105],"solution":[106],"involves":[107],"utilizing":[108],"one-class,":[110],"fully":[111],"convolutional":[112],"data":[113],"description":[114],"network,":[115],"compared":[118],"against":[119],"several":[120],"state-of-the-art":[121],"detect":[124],"deviations":[125],"from":[126],"standard":[128],"patterns.":[130],"Encouragingly,":[131],"our":[132,145],"results":[133],"show":[134],"F1":[135],"scores":[136],"up":[138],"0.92,":[140],"indicating":[141],"effectiveness":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
