{"id":"https://openalex.org/W4403095512","doi":"https://doi.org/10.1109/jiot.2024.3472079","title":"EHAPZero: Ensemble Hierarchical Attribute Prompting-Based Zero-Shot Learning for Pest Recognition","display_name":"EHAPZero: Ensemble Hierarchical Attribute Prompting-Based Zero-Shot Learning for Pest Recognition","publication_year":2024,"publication_date":"2024-10-03","ids":{"openalex":"https://openalex.org/W4403095512","doi":"https://doi.org/10.1109/jiot.2024.3472079"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3472079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3472079","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5022435955","display_name":"Chengrong Yang","orcid":"https://orcid.org/0000-0001-8024-191X"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengrong Yang","raw_affiliation_strings":["School of Information Science and Engineering and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","School of Information Science and Engineering, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0001-8024-191X","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104956122","display_name":"Qiwen Jin","orcid":"https://orcid.org/0009-0001-1059-1110"},"institutions":[{"id":"https://openalex.org/I142861451","display_name":"Yunnan Nationalities University","ror":"https://ror.org/030jhb479","country_code":"CN","type":"education","lineage":["https://openalex.org/I142861451"]},{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiwen Jin","raw_affiliation_strings":["National Pilot School of Software and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","National Pilot School of Software, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China"],"raw_orcid":"https://orcid.org/0009-0001-1059-1110","affiliations":[{"raw_affiliation_string":"National Pilot School of Software and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I142861451","https://openalex.org/I189210763"]},{"raw_affiliation_string":"National Pilot School of Software, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yaowei Wang","orcid":"https://orcid.org/0000-0001-9072-5950"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaowei Wang","raw_affiliation_strings":["School of Information Science and Engineering and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","School of Information Science and Engineering, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0001-9072-5950","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053869521","display_name":"Yujue Zhou","orcid":"https://orcid.org/0000-0003-3990-5408"},"institutions":[{"id":"https://openalex.org/I142861451","display_name":"Yunnan Nationalities University","ror":"https://ror.org/030jhb479","country_code":"CN","type":"education","lineage":["https://openalex.org/I142861451"]},{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujue Zhou","raw_affiliation_strings":["National Pilot School of Software and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","National Pilot School of Software, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-3990-5408","affiliations":[{"raw_affiliation_string":"National Pilot School of Software and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I142861451","https://openalex.org/I189210763"]},{"raw_affiliation_string":"National Pilot School of Software, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025750958","display_name":"Dapeng Lan","orcid":"https://orcid.org/0000-0003-1104-5039"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dapeng Lan","raw_affiliation_strings":["Shenyang Institute of Automation, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Automation, Shenyang, China","institution_ids":["https://openalex.org/I142078773"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100675701","display_name":"Yun Yang","orcid":"https://orcid.org/0000-0002-9893-3436"},"institutions":[{"id":"https://openalex.org/I142861451","display_name":"Yunnan Nationalities University","ror":"https://ror.org/030jhb479","country_code":"CN","type":"education","lineage":["https://openalex.org/I142861451"]},{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Yang","raw_affiliation_strings":["National Pilot School of Software and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","National Pilot School of Software, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-9893-3436","affiliations":[{"raw_affiliation_string":"National Pilot School of Software and the Yunnan Key Laboratory of Software Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I142861451","https://openalex.org/I189210763"]},{"raw_affiliation_string":"National Pilot School of Software, Yunnan University, Yunnan Key Laboratory of Software Engineering, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4175,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82198354,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"12","issue":"23","first_page":"49107","last_page":"49119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13435","display_name":"Animal and Plant Science Education","score":0.9559000134468079,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13435","display_name":"Animal and Plant Science Education","score":0.9559000134468079,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9465000033378601,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.9316999912261963,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7736022472381592},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.5321967005729675},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.5195265412330627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4626831114292145},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3889378011226654},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34601151943206787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7736022472381592},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.5321967005729675},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.5195265412330627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4626831114292145},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3889378011226654},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34601151943206787},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"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/jiot.2024.3472079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3472079","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.6899999976158142,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G6845129887","display_name":null,"funder_award_id":"62366055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7716249060","display_name":null,"funder_award_id":"62366055","funder_id":"https://openalex.org/F4320309207","funder_display_name":"Grant Foundation"}],"funders":[{"id":"https://openalex.org/F4320309207","display_name":"Grant Foundation","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2038152633","https://openalex.org/W2061470299","https://openalex.org/W2117793557","https://openalex.org/W2150674759","https://openalex.org/W2250539671","https://openalex.org/W2794937634","https://openalex.org/W2799215068","https://openalex.org/W2801216204","https://openalex.org/W2885259967","https://openalex.org/W2906097308","https://openalex.org/W2946926534","https://openalex.org/W2963499153","https://openalex.org/W2980702392","https://openalex.org/W2982381843","https://openalex.org/W2991221721","https://openalex.org/W2995541886","https://openalex.org/W3019052460","https://openalex.org/W3036562957","https://openalex.org/W3080311721","https://openalex.org/W3094863882","https://openalex.org/W3123456185","https://openalex.org/W3135005580","https://openalex.org/W3156561906","https://openalex.org/W3195666380","https://openalex.org/W3198844493","https://openalex.org/W3203055845","https://openalex.org/W4200633401","https://openalex.org/W4311967393","https://openalex.org/W4312791158","https://openalex.org/W4312839074","https://openalex.org/W4313004744","https://openalex.org/W4313123992","https://openalex.org/W4386065868","https://openalex.org/W4386076660","https://openalex.org/W4386158724","https://openalex.org/W4390873075","https://openalex.org/W4398221588"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206"],"abstract_inverted_index":{"Pest":[0],"recognition":[1,56,79,91,236],"is":[2,93,212],"of":[3,18,33,43,122,155,174,216],"great":[4],"significance":[5],"for":[6,85],"achieving":[7],"sustainable":[8],"development":[9],"in":[10],"agriculture.":[11],"Nevertheless,":[12],"due":[13],"to":[14,81,117,134,199],"the":[15,78,82,89,142,159,170,175,208,228,233],"wide":[16],"variety":[17],"pest":[19,55,69,235],"species,":[20],"subtle":[21],"interspecies":[22],"differences,":[23],"and":[24,31,75,106,131,183,193,205],"significant":[25],"intraspecies":[26],"variations,":[27],"existing":[28],"artificial":[29],"intelligence":[30],"Internet":[32],"Things":[34],"(IoT)":[35],"technologies":[36],"can":[37,67],"only":[38],"recognize":[39],"a":[40,52,101,107,119,188,194],"small":[41],"number":[42],"known":[44],"pests":[45],"effectively.":[46],"In":[47],"this":[48],"article,":[49],"we":[50],"propose":[51],"zero-shot":[53],"learning":[54],"framework":[57],"based":[58],"on":[59,138,232],"ensemble":[60,215],"hierarchical":[61,102,153],"attribute":[62,97,139],"prompting,":[63],"termed":[64],"EHAPZero.":[65],"EHAPZero":[66,226],"identify":[68],"images":[70,157],"collected":[71],"by":[72,95,145],"IoT":[73,83],"devices,":[74],"then":[76],"transmit":[77],"results":[80,218,231],"platform":[84],"terminal":[86],"display.":[87],"Specifically,":[88],"image":[90],"function":[92],"implemented":[94],"an":[96],"generation":[98],"module":[99,104,110],"(AGM),":[100],"prompting":[103],"(HPM),":[105],"semantic-visual":[108],"interaction":[109,202],"(SVIM).":[111],"AGM":[112],"utilizes":[113],"large":[114],"language":[115],"models":[116],"construct":[118],"knowledge":[120,147,184],"graph":[121],"pests.":[123],"It":[124],"employs":[125,187],"both":[126],"node":[127],"importance":[128],"evaluation":[129],"algorithms":[130],"manual":[132],"methods":[133],"perform":[135],"dual":[136],"filtering":[137],"nodes":[140],"within":[141,158],"graph.":[143],"Inspired":[144],"human":[146],"reasoning,":[148],"HPM":[149],"dynamically":[150],"predicts":[151],"different":[152,220],"attributes":[154,165],"input":[156],"Transformer":[160,176],"intermediate":[161,171],"blocks.":[162],"These":[163],"predicted":[164],"are":[166,240],"subsequently":[167],"injected":[168],"into":[169],"layer":[172],"features":[173],"as":[177],"prompts.":[178],"To":[179],"achieve":[180],"semantic":[181,190],"disambiguation":[182],"transfer,":[185],"SVIM":[186],"visual-guided":[189],"representation":[191,197],"method":[192,198],"semantic-guided":[195],"visual":[196],"strengthen":[200],"cross-domain":[201],"between":[203],"semantics":[204],"vision.":[206],"Finally,":[207],"final":[209],"prediction":[210,217],"score":[211],"derived":[213],"through":[214],"across":[219],"levels.":[221],"Extensive":[222],"experiments":[223],"show":[224],"that":[225],"achieves":[227],"new":[229],"state-of-the-art":[230],"real-word":[234],"benchmark.":[237],"The":[238],"codes":[239],"available":[241],"at:":[242],"<uri":[243],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[244],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/jinqiwen/EHAPZero</uri>.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}