{"id":"https://openalex.org/W4381734588","doi":"https://doi.org/10.3233/aise230023","title":"Comparison of Machine Learning Techniques to Determine Bee Hive Mite Infestation Level from Mobile Phone Digital Images","display_name":"Comparison of Machine Learning Techniques to Determine Bee Hive Mite Infestation Level from Mobile Phone Digital Images","publication_year":2023,"publication_date":"2023-06-22","ids":{"openalex":"https://openalex.org/W4381734588","doi":"https://doi.org/10.3233/aise230023"},"language":"en","primary_location":{"id":"doi:10.3233/aise230023","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise230023","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230023","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","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/AISE230023","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092241958","display_name":"John Futcher","orcid":null},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"John Futcher","raw_affiliation_strings":["School of Computer Science and Mathematics, Kingston University, London, UK, KT1 2EE","School of Computer Science and Mathematics Kingston University London, UK, KT1 2EE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Mathematics, Kingston University, London, UK, KT1 2EE","institution_ids":["https://openalex.org/I205051169"]},{"raw_affiliation_string":"School of Computer Science and Mathematics Kingston University London, UK, KT1 2EE","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111472808","display_name":"Islam Choudhury","orcid":null},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Islam Choudhury","raw_affiliation_strings":["School of Computer Science and Mathematics, Kingston University, London, UK, KT1 2EE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Mathematics, Kingston University, London, UK, KT1 2EE","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110231777","display_name":"Gordon Hunter","orcid":"https://orcid.org/0000-0002-3634-2024"},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gordon Hunter","raw_affiliation_strings":["School of Computer Science and Mathematics, Kingston University, London, UK, KT1 2EE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Mathematics, Kingston University, London, UK, KT1 2EE","institution_ids":["https://openalex.org/I205051169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092241958"],"corresponding_institution_ids":["https://openalex.org/I205051169"],"apc_list":null,"apc_paid":null,"fwci":1.181,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78354633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"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/T11641","display_name":"Insect and Pesticide Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect 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/T11641","display_name":"Insect and Pesticide Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect 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":0.9950000047683716,"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"}},{"id":"https://openalex.org/T11386","display_name":"Bee Products Chemical Analysis","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect 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/infestation","display_name":"Infestation","score":0.7710365056991577},{"id":"https://openalex.org/keywords/mite","display_name":"Mite","score":0.7119612097740173},{"id":"https://openalex.org/keywords/varroa-destructor","display_name":"Varroa destructor","score":0.7103567719459534},{"id":"https://openalex.org/keywords/varroa","display_name":"Varroa","score":0.6713321208953857},{"id":"https://openalex.org/keywords/smart-phone","display_name":"Smart phone","score":0.5315784215927124},{"id":"https://openalex.org/keywords/honey-bee","display_name":"Honey bee","score":0.526145875453949},{"id":"https://openalex.org/keywords/varroa-sensitive-hygiene","display_name":"Varroa sensitive hygiene","score":0.5040541887283325},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.4661822021007538},{"id":"https://openalex.org/keywords/beehive","display_name":"Beehive","score":0.438247948884964},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42933356761932373},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.41259488463401794},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3553186357021332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3520832061767578},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3505972623825073},{"id":"https://openalex.org/keywords/zoology","display_name":"Zoology","score":0.283133864402771},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.28015977144241333},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.15192949771881104},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.12689203023910522}],"concepts":[{"id":"https://openalex.org/C2776451879","wikidata":"https://www.wikidata.org/wiki/Q1292038","display_name":"Infestation","level":2,"score":0.7710365056991577},{"id":"https://openalex.org/C2779711295","wikidata":"https://www.wikidata.org/wiki/Q2441993","display_name":"Mite","level":2,"score":0.7119612097740173},{"id":"https://openalex.org/C2779381614","wikidata":"https://www.wikidata.org/wiki/Q48564","display_name":"Varroa destructor","level":3,"score":0.7103567719459534},{"id":"https://openalex.org/C2780871575","wikidata":"https://www.wikidata.org/wiki/Q1766457","display_name":"Varroa","level":3,"score":0.6713321208953857},{"id":"https://openalex.org/C2984771860","wikidata":"https://www.wikidata.org/wiki/Q22645","display_name":"Smart phone","level":2,"score":0.5315784215927124},{"id":"https://openalex.org/C2777907900","wikidata":"https://www.wikidata.org/wiki/Q102857","display_name":"Honey bee","level":2,"score":0.526145875453949},{"id":"https://openalex.org/C24556401","wikidata":"https://www.wikidata.org/wiki/Q7916098","display_name":"Varroa sensitive hygiene","level":4,"score":0.5040541887283325},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.4661822021007538},{"id":"https://openalex.org/C2779982806","wikidata":"https://www.wikidata.org/wiki/Q165107","display_name":"Beehive","level":2,"score":0.438247948884964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42933356761932373},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.41259488463401794},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3553186357021332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3520832061767578},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3505972623825073},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.283133864402771},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.28015977144241333},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.15192949771881104},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.12689203023910522},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/aise230023","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise230023","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230023","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.kingston.ac.uk:53680","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400991","display_name":"Research Repository (Kingston University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801636071","host_organization_name":"Kingston Hospital NHS Trust","host_organization_lineage":["https://openalex.org/I2801636071"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"doi:10.3233/aise230023","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise230023","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230023","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381734588.pdf","grobid_xml":"https://content.openalex.org/works/W4381734588.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W865049193","https://openalex.org/W1678356000","https://openalex.org/W1775823180","https://openalex.org/W1858775570","https://openalex.org/W1987379415","https://openalex.org/W2099150972","https://openalex.org/W2124750197","https://openalex.org/W2163605009","https://openalex.org/W2361749505","https://openalex.org/W2618530766","https://openalex.org/W2724166124","https://openalex.org/W2940639872","https://openalex.org/W2963037989","https://openalex.org/W2964074670","https://openalex.org/W2980633638","https://openalex.org/W3153464316","https://openalex.org/W4250400299","https://openalex.org/W4250819038","https://openalex.org/W4327908858","https://openalex.org/W6991599527"],"related_works":["https://openalex.org/W2072876415","https://openalex.org/W325521483","https://openalex.org/W2904396489","https://openalex.org/W3159352124","https://openalex.org/W2758337551","https://openalex.org/W1931099832","https://openalex.org/W2131501463","https://openalex.org/W2072879200","https://openalex.org/W3157453123","https://openalex.org/W3164742005"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,20,41,49],"early":[4],"phase":[5],"of":[6,15,19,40,52,68],"a":[7,45,53,65],"framework":[8],"being":[9],"developed":[10],"to":[11,36,64],"identify":[12,57],"infestation":[13],"levels":[14],"pests":[16],"and":[17,27,56],"parasites":[18],"Western":[21],"Honey":[22],"Bee.":[23],"Image":[24],"processing":[25],"techniques":[26],"two":[28],"classical":[29],"machine":[30],"learning":[31],"algorithms":[32],"have":[33],"been":[34],"used":[35],"examine":[37],"close-up":[38],"images":[39],"material":[42],"falling":[43],"on":[44],"varroa":[46],"board":[47],"beneath":[48],"mesh":[50],"floor":[51],"bee":[54],"hive":[55],"Varroa":[58],"Destructor":[59],"mites":[60],"versus":[61],"other":[62],"debris":[63],"high":[66],"level":[67],"accuracy.":[69]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}