{"id":"https://openalex.org/W4389247617","doi":"https://doi.org/10.3233/faia230862","title":"Fine-Grained Classification of Wild Fungi Based on Attention Residual Mechanism","display_name":"Fine-Grained Classification of Wild Fungi Based on Attention Residual Mechanism","publication_year":2023,"publication_date":"2023-11-30","ids":{"openalex":"https://openalex.org/W4389247617","doi":"https://doi.org/10.3233/faia230862"},"language":"en","primary_location":{"id":"doi:10.3233/faia230862","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230862","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230862","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230862","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101274151","display_name":"Shuoyi Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I133270356","display_name":"Tianjin University of Technology and Education","ror":"https://ror.org/035gwtk09","country_code":"CN","type":"education","lineage":["https://openalex.org/I133270356"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuoyi Wen","raw_affiliation_strings":["Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education, Tianjing, China","Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education, Tianjing, China","institution_ids":["https://openalex.org/I133270356"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education;","institution_ids":["https://openalex.org/I133270356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100745271","display_name":"Yang Li","orcid":"https://orcid.org/0000-0001-9469-0193"},"institutions":[{"id":"https://openalex.org/I133270356","display_name":"Tianjin University of Technology and Education","ror":"https://ror.org/035gwtk09","country_code":"CN","type":"education","lineage":["https://openalex.org/I133270356"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Yang","raw_affiliation_strings":["Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education, Tianjing, China","Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education, Tianjing, China","institution_ids":["https://openalex.org/I133270356"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education;","institution_ids":["https://openalex.org/I133270356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067857230","display_name":"Hailong Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I133270356","display_name":"Tianjin University of Technology and Education","ror":"https://ror.org/035gwtk09","country_code":"CN","type":"education","lineage":["https://openalex.org/I133270356"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Duan","raw_affiliation_strings":["Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education, Tianjing, China","Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education, Tianjing, China","institution_ids":["https://openalex.org/I133270356"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education;","institution_ids":["https://openalex.org/I133270356"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042008157","display_name":"Tingting Zhang","orcid":"https://orcid.org/0000-0002-1919-1471"},"institutions":[{"id":"https://openalex.org/I133270356","display_name":"Tianjin University of Technology and Education","ror":"https://ror.org/035gwtk09","country_code":"CN","type":"education","lineage":["https://openalex.org/I133270356"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Zhang","raw_affiliation_strings":["Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education, Tianjing, China","Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education, Tianjing, China","institution_ids":["https://openalex.org/I133270356"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education;","institution_ids":["https://openalex.org/I133270356"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101274151"],"corresponding_institution_ids":["https://openalex.org/I133270356"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.58514986,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9391000270843506,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9391000270843506,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12385","display_name":"Food Quality and Safety Studies","score":0.9301000237464905,"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/residual","display_name":"Residual","score":0.7696903944015503},{"id":"https://openalex.org/keywords/mushroom","display_name":"Mushroom","score":0.7655987739562988},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5632193684577942},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.506953239440918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4684838056564331},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.46556949615478516},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4424203038215637},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42359912395477295},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23876333236694336},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.2133389413356781},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17693158984184265},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11800569295883179},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.04350695013999939}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7696903944015503},{"id":"https://openalex.org/C2776474821","wikidata":"https://www.wikidata.org/wiki/Q83093","display_name":"Mushroom","level":2,"score":0.7655987739562988},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5632193684577942},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.506953239440918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4684838056564331},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.46556949615478516},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4424203038215637},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42359912395477295},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23876333236694336},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.2133389413356781},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17693158984184265},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11800569295883179},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.04350695013999939},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia230862","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230862","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230862","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia230862","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230862","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230862","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389247617.pdf","grobid_xml":"https://content.openalex.org/works/W4389247617.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2475242006","https://openalex.org/W3034052903","https://openalex.org/W3168997536","https://openalex.org/W4300939921","https://openalex.org/W4304690248","https://openalex.org/W6922893226"],"related_works":["https://openalex.org/W4387303811","https://openalex.org/W2148818208","https://openalex.org/W2069809511","https://openalex.org/W2019927819","https://openalex.org/W2390131906","https://openalex.org/W300800221","https://openalex.org/W317864088","https://openalex.org/W2381235040","https://openalex.org/W2886736036","https://openalex.org/W2352300414"],"abstract_inverted_index":{"Identifying":[0],"wild":[1,14,24,52,103],"mushroom":[2,53,104],"species":[3],"are":[4],"an":[5,17,30],"important":[6],"way":[7],"to":[8,61],"prevent":[9],"poisoning":[10],"from":[11],"consuming":[12],"toxic":[13],"mushrooms.":[15],"Therefore,":[16],"attention-based":[18],"method":[19],"for":[20],"fine-grained":[21],"classification":[22,116],"of":[23,77],"mushrooms":[25],"is":[26,33,41],"proposed,":[27],"in":[28,43,59,97,115],"which":[29],"attention":[31],"mechanism":[32],"incorporated":[34],"and":[35,58,81,99,106],"a":[36,46,112],"new":[37],"network":[38,91,110],"model":[39,64,92],"structure":[40],"constructed":[42],"combination":[44],"with":[45],"residual":[47,90],"module.":[48],"Firstly,":[49],"nine":[50],"diseased":[51],"image":[54],"samples":[55,78],"were":[56,71],"collected,":[57],"order":[60],"make":[62],"the":[63,69,75,82,87,101,107],"have":[65],"better":[66],"generalization":[67],"ability,":[68],"images":[70],"pre-processed":[72],"so":[73],"that":[74,86],"number":[76],"reached":[79],"7200,":[80],"experimental":[83],"results":[84],"showed":[85],"improved":[88,108],"deep":[89],"achieved":[93],"about":[94],"99.12%":[95],"accuracy":[96],"classifying":[98],"recognizing":[100],"established":[102],"database,":[105],"neural":[109],"had":[111],"great":[113],"improvement":[114],"accuracy.":[117]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}