{"id":"https://openalex.org/W2953401291","doi":"https://doi.org/10.17559/tv-20160419130812","title":"The Determination of the Developments of Beehives via Artificial Neural Networks","display_name":"The Determination of the Developments of Beehives via Artificial Neural Networks","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2953401291","doi":"https://doi.org/10.17559/tv-20160419130812","mag":"2953401291"},"language":"en","primary_location":{"id":"doi:10.17559/tv-20160419130812","doi":"https://doi.org/10.17559/tv-20160419130812","is_oa":true,"landing_page_url":"https://doi.org/10.17559/tv-20160419130812","pdf_url":"https://hrcak.srce.hr/file/293214","source":{"id":"https://openalex.org/S1003953879","display_name":"Tehnicki vjesnik - Technical Gazette","issn_l":"1330-3651","issn":["1330-3651","1848-6339"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-40","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310314774","host_organization_name":"Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i","host_organization_lineage":["https://openalex.org/P4310314774"],"host_organization_lineage_names":["Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tehnicki vjesnik - Technical Gazette","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://hrcak.srce.hr/file/293214","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032021828","display_name":"Raif Bay\u0131r","orcid":"https://orcid.org/0000-0003-3155-8771","observed_orcids":["https://orcid.org/0000-0003-3155-8771"]},"institutions":[{"id":"https://openalex.org/I173761726","display_name":"Karab\u00fck University","ror":"https://ror.org/04wy7gp54","country_code":"TR","type":"education","lineage":["https://openalex.org/I173761726"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bayir, Raif","raw_affiliation_strings":["Karabuk University, Demir-\u00c7elik Kamp\u00fcs\u00fc, 78050 Karabuk / Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karabuk University, Demir-\u00c7elik Kamp\u00fcs\u00fc, 78050 Karabuk / Turkey","institution_ids":["https://openalex.org/I173761726"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048225327","display_name":"Ahmet Albayrak","orcid":"https://orcid.org/0000-0002-2166-1102","observed_orcids":["https://orcid.org/0000-0002-2166-1102","https://orcid.org/0000-0003-3884-3313"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Albayrak, Ahmet","raw_affiliation_strings":["Karadeniz Technical University, 61030 Trabzon / Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karadeniz Technical University, 61030 Trabzon / Turkey","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":400,"currency":"EUR","value_usd":431},"apc_paid":{"value":400,"currency":"EUR","value_usd":431},"fwci":0.4299,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.62773084,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"25","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.7544000148773193,"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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.7544000148773193,"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/T13420","display_name":"Arduino and IoT Applications","score":0.19249999523162842,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.029100000858306885,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/beehive-monitoring","display_name":"beehive monitoring","score":0.7889999747276306},{"id":"https://openalex.org/keywords/honey-bee-health","display_name":"honey bee health","score":0.5920000076293945},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.6819999814033508},{"id":"https://openalex.org/keywords/embedded-neural-networks","display_name":"embedded neural networks","score":0.7409999966621399},{"id":"https://openalex.org/keywords/arduino","display_name":"Arduino","score":0.9629999995231628},{"id":"https://openalex.org/keywords/temperature-sensing","display_name":"temperature sensing","score":0.4690000116825104},{"id":"https://openalex.org/keywords/humidity-sensing","display_name":"humidity sensing","score":0.9869999885559082},{"id":"https://openalex.org/keywords/real-time-monitoring","display_name":"real-time monitoring","score":0.6639999747276306},{"id":"https://openalex.org/keywords/beekeeping","display_name":"beekeeping","score":0.4740000069141388}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6670300960540771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36106592416763306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3549274802207947}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.17559/tv-20160419130812","doi":"https://doi.org/10.17559/tv-20160419130812","is_oa":true,"landing_page_url":"https://doi.org/10.17559/tv-20160419130812","pdf_url":"https://hrcak.srce.hr/file/293214","source":{"id":"https://openalex.org/S1003953879","display_name":"Tehnicki vjesnik - Technical Gazette","issn_l":"1330-3651","issn":["1330-3651","1848-6339"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-40","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310314774","host_organization_name":"Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i","host_organization_lineage":["https://openalex.org/P4310314774"],"host_organization_lineage_names":["Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tehnicki vjesnik - Technical Gazette","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:074e55995b494f1685c0f6b2cf5fe667","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/074e55995b494f1685c0f6b2cf5fe667","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tehni\u010dki Vjesnik, Vol 25, Iss 2, Pp 553-557 (2018)","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:813ae80d9fa94d3f89986f70044cb5b9","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/813ae80d9fa94d3f89986f70044cb5b9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tehni\u010dki Vjesnik, Vol 25, Iss 2, Pp 553-557 (2018)","raw_type":"article"},{"id":"pmh:oai:hrcak.srce.hr:199155","doi":null,"is_oa":true,"landing_page_url":"https://hrcak.srce.hr/199155","pdf_url":null,"source":{"id":"https://openalex.org/S4306400677","display_name":"Hr\u010dak Portal of scientific journals of Croatia (University Computing Centre)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210104502","host_organization_name":"United Nations University","host_organization_lineage":["https://openalex.org/I4210104502"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tehni\u010dki vjesnik","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.17559/tv-20160419130812","doi":"https://doi.org/10.17559/tv-20160419130812","is_oa":true,"landing_page_url":"https://doi.org/10.17559/tv-20160419130812","pdf_url":"https://hrcak.srce.hr/file/293214","source":{"id":"https://openalex.org/S1003953879","display_name":"Tehnicki vjesnik - Technical Gazette","issn_l":"1330-3651","issn":["1330-3651","1848-6339"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-40","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310314774","host_organization_name":"Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i","host_organization_lineage":["https://openalex.org/P4310314774"],"host_organization_lineage_names":["Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tehnicki vjesnik - Technical Gazette","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.5666999816894531,"display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2953401291.pdf","grobid_xml":"https://content.openalex.org/works/W2953401291.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1139000116","https://openalex.org/W1966280253","https://openalex.org/W1981981358","https://openalex.org/W1983873074","https://openalex.org/W2013153871","https://openalex.org/W2016954344","https://openalex.org/W2021345123","https://openalex.org/W2023012061","https://openalex.org/W2050583116","https://openalex.org/W2051654225","https://openalex.org/W2054215401","https://openalex.org/W2055485030","https://openalex.org/W2056242750","https://openalex.org/W2058925018","https://openalex.org/W2058945329","https://openalex.org/W2061609131","https://openalex.org/W2070319308","https://openalex.org/W2083378155","https://openalex.org/W2089118443","https://openalex.org/W2099150972","https://openalex.org/W2111199290","https://openalex.org/W2115943082","https://openalex.org/W2165902071","https://openalex.org/W2167135241","https://openalex.org/W2533826630"],"related_works":["https://openalex.org/W2470945858","https://openalex.org/W2770440051","https://openalex.org/W6998713554","https://openalex.org/W2464757590","https://openalex.org/W3121038786","https://openalex.org/W2335910526","https://openalex.org/W2999875061","https://openalex.org/W4403134283","https://openalex.org/W1509336819","https://openalex.org/W7128409267"],"abstract_inverted_index":{"Honeybees":[0],"provide":[1],"great":[2],"benefits":[3],"for":[4],"people":[5],"both":[6],"with":[7,24],"the":[8,21,25,37,58,77,93],"foods":[9,26],"they":[10,19,27],"produce":[11],"and":[12,31,49,83,95,100,109],"as":[13],"a":[14,43,90],"pollinator.It":[15],"is":[16],"known":[17],"that":[18],"pass":[20],"whole":[22],"year":[23],"collect":[28],"in":[29,40,71,89],"spring":[30],"summer":[32],"months.Beekeepers":[33],"also":[34],"benefit":[35],"from":[36],"honey":[38],"produced":[39],"these":[41],"periods.Whether":[42],"beehive":[44],"works":[45],"adequately":[46],"or":[47],"not":[48],"its":[50],"status":[51],"of":[52,80,119],"development":[53],"can":[54],"be":[55],"understood":[56],"through":[57],"observations":[59],"by":[60],"beekeepers.In":[61],"this":[62],"study,":[63],"an":[64,117],"Arduino-supported":[65],"neural":[66,85],"network":[67],"model":[68,115],"was":[69],"developed":[70],"order":[72],"to":[73,103],"obtain":[74],"information":[75],"about":[76],"general":[78],"situations":[79],"beehives.The":[81],"three-input":[82],"three-output":[84],"networks":[86],"were":[87],"embedded":[88],"board":[91],"after":[92],"training":[94],"testing":[96],"stage.While":[97],"temperature,":[98],"humidity,":[99],"weight":[101],"refer":[102],"inputs,":[104],"good":[105],"situation,":[106,108],"stable":[107],"bad":[110],"situation":[111],"represent":[112],"outputs.The":[113],"real-time":[114],"has":[116],"accuracy":[118],"99.84%.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-07-12T00:00:00"}