{"id":"https://openalex.org/W4406267092","doi":"https://doi.org/10.1109/icnsc62968.2024.10759911","title":"Attention Mechanism Assisted Deep Learning Algorithm for Multi-Category Household Waste Classification","display_name":"Attention Mechanism Assisted Deep Learning Algorithm for Multi-Category Household Waste Classification","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4406267092","doi":"https://doi.org/10.1109/icnsc62968.2024.10759911"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc62968.2024.10759911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc62968.2024.10759911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5043944944","display_name":"Shoufei Han","orcid":"https://orcid.org/0000-0003-3583-7735"},"institutions":[{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shoufei Han","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University of Science and Technology,Huainan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University of Science and Technology,Huainan,China","institution_ids":["https://openalex.org/I184681353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331710","display_name":"Xu Liu","orcid":"https://orcid.org/0000-0002-8780-5455"},"institutions":[{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Liu","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University of Science and Technology,Huainan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University of Science and Technology,Huainan,China","institution_ids":["https://openalex.org/I184681353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016668282","display_name":"Xiaojing Liu","orcid":"https://orcid.org/0000-0003-1498-2423"},"institutions":[{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojing Liu","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University of Science and Technology,Huainan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University of Science and Technology,Huainan,China","institution_ids":["https://openalex.org/I184681353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039897185","display_name":"Honghao Zhu","orcid":"https://orcid.org/0000-0003-4088-7980"},"institutions":[{"id":"https://openalex.org/I169351748","display_name":"Bengbu Medical College","ror":"https://ror.org/01f8qvj05","country_code":"CN","type":"education","lineage":["https://openalex.org/I169351748"]},{"id":"https://openalex.org/I4400573172","display_name":"Bengbu University","ror":"https://ror.org/05p8d2v16","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573172"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghao Zhu","raw_affiliation_strings":["Bengbu University,Department of Computer Science,Bengbu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bengbu University,Department of Computer Science,Bengbu,China","institution_ids":["https://openalex.org/I169351748","https://openalex.org/I4400573172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015446818","display_name":"Ruyi Han","orcid":"https://orcid.org/0000-0003-4167-6069"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruyi Han","raw_affiliation_strings":["School of Mathematics, Shandong University,Jinan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Shandong University,Jinan,China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6755,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84883954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13693","display_name":"Smart Systems and Machine Learning","score":0.4505999982357025,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13693","display_name":"Smart Systems and Machine Learning","score":0.4505999982357025,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6893482804298401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6411095261573792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5792195796966553},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4756838083267212},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.436147540807724},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4233567714691162},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32307595014572144},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.061896443367004395}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6893482804298401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6411095261573792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5792195796966553},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4756838083267212},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.436147540807724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4233567714691162},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32307595014572144},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.061896443367004395},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc62968.2024.10759911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc62968.2024.10759911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4380075502","https://openalex.org/W3213683101","https://openalex.org/W3035095237","https://openalex.org/W4312120370","https://openalex.org/W4361731994","https://openalex.org/W3186233728","https://openalex.org/W4200459988","https://openalex.org/W4379620033","https://openalex.org/W4361733776","https://openalex.org/W4281776617"],"abstract_inverted_index":{"With":[0],"the":[1,7,17,31,38,53,103,111],"improvement":[2],"of":[3,11,34,40,106],"people's":[4],"living":[5],"standards,":[6],"annual":[8],"global":[9],"production":[10],"waste":[12,20,35,46,54,69,112],"continues":[13],"to":[14,30,65,73,117,121],"rise,":[15],"but":[16],"traditional":[18],"household":[19,68],"classification":[21,48,77,104],"methods":[22,49],"are":[23],"burdened":[24],"with":[25,93],"a":[26,88],"heavy":[27],"task":[28],"due":[29],"wide":[32],"variety":[33],"types":[36],"and":[37,86],"difficulty":[39],"identifying":[41],"them.":[42],"Deep":[43],"learning":[44,91,124],"based":[45],"image":[47],"can":[50],"accurately":[51],"classify":[52],"images.":[55],"In":[56,71],"this":[57],"paper,":[58],"Visual":[59],"Geometry":[60],"Group":[61],"(VGG16)":[62],"is":[63,82,97,114],"used":[64],"handle":[66],"multi-category":[67],"classification.":[70],"order":[72],"further":[74],"improve":[75],"its":[76],"accuracy,":[78],"an":[79],"attention":[80,94],"mechanism":[81,95],"incorporated":[83],"into":[84],"it,":[85],"thus":[87],"VGG16":[89],"deep":[90,123],"model":[92,109],"(VGG16-AM)":[96],"proposed.":[98],"Experimental":[99],"results":[100],"show":[101],"that":[102],"accuracy":[105],"our":[107],"proposed":[108],"on":[110],"dataset":[113],"significantly":[115],"improved":[116],"93":[118],"%":[119],"compared":[120],"other":[122],"algorithms.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}