{"id":"https://openalex.org/W2897878270","doi":"https://doi.org/10.1109/ijcnn.2018.8489608","title":"Identifying Bee Species by Means of the Foraging Pattern Using Machine Learning","display_name":"Identifying Bee Species by Means of the Foraging Pattern Using Machine Learning","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897878270","doi":"https://doi.org/10.1109/ijcnn.2018.8489608","mag":"2897878270"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2018.8489608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10072/401048","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029305735","display_name":"Helder Arruda","orcid":"https://orcid.org/0000-0001-8854-7868"},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Helder Arruda","raw_affiliation_strings":["Institute of Exact and Natural Sciences, Federal University of Par\u00e1, Bel\u00e9m, PA, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Exact and Natural Sciences, Federal University of Par\u00e1, Bel\u00e9m, PA, Brazil","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058132599","display_name":"Vera L\u00facia Imperatriz-Fonseca","orcid":"https://orcid.org/0000-0002-1079-2158"},"institutions":[{"id":"https://openalex.org/I4210161302","display_name":"Vale Technological Institute","ror":"https://ror.org/05wnasr61","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210161302"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vera Imperatriz-Fonseca","raw_affiliation_strings":["Biodiversity and Ecosystem Services, Instituto Tecnol\u00f3gico Vale, Bel\u00e9m, PA, Brazil"],"affiliations":[{"raw_affiliation_string":"Biodiversity and Ecosystem Services, Instituto Tecnol\u00f3gico Vale, Bel\u00e9m, PA, Brazil","institution_ids":["https://openalex.org/I4210161302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042370700","display_name":"Paulo de Souza","orcid":"https://orcid.org/0000-0002-0091-8925"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Paulo de Souza","raw_affiliation_strings":["Data61, Commonwealth Sci. & Ind. Res. Organ., Sandy Bay, TAS, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, Commonwealth Sci. & Ind. Res. Organ., Sandy Bay, TAS, Australia","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000558559","display_name":"Gustavo Pessin","orcid":"https://orcid.org/0000-0002-7411-9229"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Pessin","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brazil","institution_ids":["https://openalex.org/I61722147"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029305735"],"corresponding_institution_ids":["https://openalex.org/I59606676"],"apc_list":null,"apc_paid":null,"fwci":1.524,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.85961855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"336","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10487","display_name":"Plant and animal studies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/T10487","display_name":"Plant and animal studies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/T11641","display_name":"Insect and Pesticide Research","score":0.9994000196456909,"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/T11386","display_name":"Bee Products Chemical Analysis","score":0.9955000281333923,"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/foraging","display_name":"Foraging","score":0.8652660250663757},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.8360530138015747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6235600113868713},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5893256664276123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5880773067474365},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5742096304893494},{"id":"https://openalex.org/keywords/pollination","display_name":"Pollination","score":0.5230006575584412},{"id":"https://openalex.org/keywords/honey-bees","display_name":"Honey Bees","score":0.46051445603370667},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44111454486846924},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43603330850601196},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39156338572502136},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.20805886387825012},{"id":"https://openalex.org/keywords/pollen","display_name":"Pollen","score":0.13470619916915894},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12358593940734863},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.0690273642539978}],"concepts":[{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.8652660250663757},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.8360530138015747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6235600113868713},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5893256664276123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5880773067474365},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5742096304893494},{"id":"https://openalex.org/C168197293","wikidata":"https://www.wikidata.org/wiki/Q134624","display_name":"Pollination","level":3,"score":0.5230006575584412},{"id":"https://openalex.org/C2777096740","wikidata":"https://www.wikidata.org/wiki/Q102857","display_name":"Honey Bees","level":2,"score":0.46051445603370667},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44111454486846924},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43603330850601196},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39156338572502136},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.20805886387825012},{"id":"https://openalex.org/C2780618852","wikidata":"https://www.wikidata.org/wiki/Q79932","display_name":"Pollen","level":2,"score":0.13470619916915894},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12358593940734863},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.0690273642539978},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2018.8489608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/401048","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/401048","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"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":"","raw_type":"Conference output"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/401048","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/401048","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"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":"","raw_type":"Conference output"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W186032443","https://openalex.org/W1576226931","https://openalex.org/W1963893060","https://openalex.org/W1971894182","https://openalex.org/W1987379415","https://openalex.org/W1996685102","https://openalex.org/W2017599386","https://openalex.org/W2033417578","https://openalex.org/W2040122354","https://openalex.org/W2083576110","https://openalex.org/W2085849969","https://openalex.org/W2101234009","https://openalex.org/W2103470755","https://openalex.org/W2135011388","https://openalex.org/W2145980235","https://openalex.org/W2308981564","https://openalex.org/W2552742471","https://openalex.org/W2558467948","https://openalex.org/W2734337285","https://openalex.org/W2735501586","https://openalex.org/W2736180591","https://openalex.org/W2765988645","https://openalex.org/W2766744913","https://openalex.org/W6634531628","https://openalex.org/W6642989972","https://openalex.org/W6675354045","https://openalex.org/W6675621113"],"related_works":["https://openalex.org/W4200081355","https://openalex.org/W2135179174","https://openalex.org/W3081944365","https://openalex.org/W1932300341","https://openalex.org/W2294784349","https://openalex.org/W2890381285","https://openalex.org/W2048910501","https://openalex.org/W2060561905","https://openalex.org/W2136432055","https://openalex.org/W301102721"],"abstract_inverted_index":{"Bees":[0],"are":[1],"agents":[2],"of":[3,11,24,107,112],"nature":[4],"that":[5],"help":[6],"provide":[7],"about":[8],"one":[9],"third":[10],"the":[12,57,67,69,84,97,101],"food":[13],"we":[14],"eat":[15],"through":[16],"a":[17,62,78,104],"process":[18],"called":[19],"pollination.":[20],"The":[21,73,92],"primary":[22],"aim":[23],"this":[25,33],"work":[26],"is":[27],"to":[28,56],"classify":[29],"bee":[30,63],"species":[31],"and":[32,41,109,118],"was":[34,71],"achieved":[35,96],"by":[36,114],"employing":[37],"different":[38,90],"feature":[39],"vectors":[40],"machine":[42],"learning":[43],"algorithms":[44],"for":[45],"gathering":[46],"foraging":[47],"pattern":[48],"data,":[49],"with":[50,100],"radio":[51],"frequency":[52],"electronic":[53],"tags":[54],"glued":[55],"bees'":[58,85],"thoraxes.":[59],"Each":[60],"time":[61,79],"entered":[64],"or":[65],"left":[66],"hive,":[68],"timestamp":[70],"stored.":[72],"data":[74],"were":[75,87],"analyzed":[76],"in":[77,82],"series":[80],"format,":[81],"which":[83],"activities":[86],"grouped":[88],"into":[89],"categories.":[91],"Random":[93],"Forest":[94],"algorithm":[95],"best":[98],"results":[99],"area":[102],"under":[103],"ROC":[105],"curve":[106],"0.94":[108],"87.41%":[110],"degree":[111],"accuracy,":[113],"grouping":[115],"12":[116],"bees":[117],"using":[119],"72":[120],"attributes.":[121]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}