{"id":"https://openalex.org/W2963176112","doi":"https://doi.org/10.1109/tii.2019.2931148","title":"A Deep Transfer Learning Solution for Food Material Recognition Using Electronic Scales","display_name":"A Deep Transfer Learning Solution for Food Material Recognition Using Electronic Scales","publication_year":2019,"publication_date":"2019-07-25","ids":{"openalex":"https://openalex.org/W2963176112","doi":"https://doi.org/10.1109/tii.2019.2931148","mag":"2963176112"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2931148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2931148","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","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/A5002820037","display_name":"Guangyi Xiao","orcid":"https://orcid.org/0000-0003-0625-0804"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangyi Xiao","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114860961","display_name":"Qi Wu","orcid":"https://orcid.org/0000-0002-2114-9037"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wu","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353471","display_name":"Hao Chen","orcid":"https://orcid.org/0000-0001-5902-1824"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Chen","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112456468","display_name":"Da Da","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Da Da","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015257149","display_name":"Jingzhi Guo","orcid":"https://orcid.org/0000-0002-1594-7956"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Jingzhi Guo","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066286956","display_name":"Zhiguo Gong","orcid":"https://orcid.org/0000-0002-4588-890X"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zhiguo Gong","raw_affiliation_strings":["Department of Computer and Information Science, State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002820037"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":4.634,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.95263055,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"16","issue":"4","first_page":"2290","last_page":"2300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9837999939918518,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9837999939918518,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9747999906539917,"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":0.973800003528595,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7532181739807129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7497788071632385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6499184370040894},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6392222046852112},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6246092915534973},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6131996512413025},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5917483568191528},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5809476375579834},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42727792263031006},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4191252291202545},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4124550521373749},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33887192606925964}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7532181739807129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7497788071632385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6499184370040894},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6392222046852112},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6246092915534973},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6131996512413025},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5917483568191528},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5809476375579834},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42727792263031006},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4191252291202545},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4124550521373749},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33887192606925964},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2019.2931148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2931148","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G2119084568","display_name":null,"funder_award_id":"MYRG2017-00212-FST","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"},{"id":"https://openalex.org/G251628540","display_name":null,"funder_award_id":"61772191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4625014371","display_name":null,"funder_award_id":"61702173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4632762801","display_name":null,"funder_award_id":"2019JJ50057","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G7534176443","display_name":null,"funder_award_id":"61772190","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G798723332","display_name":null,"funder_award_id":"6180070114","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8420436626","display_name":null,"funder_award_id":"MYRG2018-00129-FST","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322191","display_name":"Hunan University","ror":"https://ror.org/05htk5m33"},{"id":"https://openalex.org/F4320322841","display_name":"Universidade de Macau","ror":"https://ror.org/01r4q9n85"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W22861983","https://openalex.org/W1496513042","https://openalex.org/W1722318740","https://openalex.org/W1882958252","https://openalex.org/W2107215754","https://openalex.org/W2115699968","https://openalex.org/W2149466042","https://openalex.org/W2159291411","https://openalex.org/W2162651021","https://openalex.org/W2163922914","https://openalex.org/W2165698076","https://openalex.org/W2194775991","https://openalex.org/W2214409633","https://openalex.org/W2279034837","https://openalex.org/W2560804113","https://openalex.org/W2562417371","https://openalex.org/W2583892095","https://openalex.org/W2593768305","https://openalex.org/W2724616073","https://openalex.org/W2728515412","https://openalex.org/W2737041163","https://openalex.org/W2739853341","https://openalex.org/W2742792558","https://openalex.org/W2753857670","https://openalex.org/W2761189739","https://openalex.org/W2765707332","https://openalex.org/W2783608381","https://openalex.org/W2794393374","https://openalex.org/W2795155917","https://openalex.org/W2796136333","https://openalex.org/W2810262433","https://openalex.org/W2885722640","https://openalex.org/W2890399523","https://openalex.org/W2897350321","https://openalex.org/W2912073957","https://openalex.org/W2952230511","https://openalex.org/W2963055199","https://openalex.org/W2963217233","https://openalex.org/W2964278684","https://openalex.org/W4294375521","https://openalex.org/W4294621329","https://openalex.org/W4299518610","https://openalex.org/W4301100562","https://openalex.org/W6600949241","https://openalex.org/W6637542466","https://openalex.org/W6639480849","https://openalex.org/W6676231585","https://openalex.org/W6677245018","https://openalex.org/W6681637710","https://openalex.org/W6682132143","https://openalex.org/W6682778277","https://openalex.org/W6683633756","https://openalex.org/W6683738474","https://openalex.org/W6695692224","https://openalex.org/W6713955831","https://openalex.org/W6748164422","https://openalex.org/W6749916090","https://openalex.org/W6750109254","https://openalex.org/W6752801971","https://openalex.org/W6754298846","https://openalex.org/W6764203001"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W3165580226","https://openalex.org/W2886688859","https://openalex.org/W4386828785","https://openalex.org/W3135401135","https://openalex.org/W3133164560","https://openalex.org/W3095487414","https://openalex.org/W2901026139","https://openalex.org/W3171384686"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3,67],"present":[4],"a":[5,71],"novel":[6],"solution":[7],"to":[8,42,69,91,103,107],"automating":[9],"the":[10,23,30,38,45,50,54,59,65,80,93,100,104,109,113,118,125,132],"procurement":[11],"of":[12,37],"food":[13,24],"materials":[14,25],"by":[15],"using":[16],"electronic":[17],"scales,":[18],"which":[19,84],"can":[20,85],"automatically":[21],"identify":[22],"along":[26],"weighing":[27],"them.":[28],"Although":[29],"CNN":[31],"model":[32],"is":[33],"regarded":[34],"as":[35],"one":[36],"most":[39],"effective":[40],"solutions":[41],"image":[43],"recognition,":[44],"traditional":[46],"techniques":[47,134],"cannot":[48],"handle":[49],"mismatch":[51,110],"problem":[52,111],"between":[53,112],"lab":[55,114],"training":[56,115],"data":[57,116],"and":[58,96,117],"real":[60,119],"world":[61,120],"data.":[62,121],"To":[63],"solve":[64],"problem,":[66,95],"propose":[68],"embed":[70],"partial-and-imbalanced":[72],"domain":[73,102],"adaptation":[74,77],"technique":[75],"(tree":[76],"network)":[78],"in":[79,139],"deep":[81],"learning":[82],"model,":[83],"borrow":[86],"knowledge":[87,98],"from":[88,99],"sibling":[89],"classes,":[90],"overcome":[92],"imbalance":[94],"transfer":[97],"source":[101],"target":[105],"domain,":[106],"fight":[108],"Experiments":[122],"show":[123],"that":[124],"proposed":[126,133],"approach":[127],"outperforms":[128],"state-of-the-art":[129],"algorithms.":[130],"Furthermore,":[131],"have":[135],"already":[136],"been":[137],"used":[138],"practice.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
