{"id":"https://openalex.org/W7204178298","doi":"https://doi.org/10.5753/sbcup.2026.23934","title":"Otimiza\u00e7\u00e3o de Modelos de Aprendizado de M\u00e1quina para Detec\u00e7\u00e3o de Pragas via Imagens Agr\u00edcolas com Efici\u00eancia Energ\u00e9tica e de Mem\u00f3ria","display_name":"Otimiza\u00e7\u00e3o de Modelos de Aprendizado de M\u00e1quina para Detec\u00e7\u00e3o de Pragas via Imagens Agr\u00edcolas com Efici\u00eancia Energ\u00e9tica e de Mem\u00f3ria","publication_year":2026,"publication_date":"2026-07-19","ids":{"openalex":"https://openalex.org/W7204178298","doi":"https://doi.org/10.5753/sbcup.2026.23934"},"language":"pt","primary_location":{"id":"doi:10.5753/sbcup.2026.23934","doi":"https://doi.org/10.5753/sbcup.2026.23934","is_oa":true,"landing_page_url":"https://doi.org/10.5753/sbcup.2026.23934","pdf_url":"https://sol.sbc.org.br/index.php/sbcup/article/download/43310/43076","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XVIII Simp\u00f3sio Brasileiro de Computa\u00e7\u00e3o Ub\u00edqua e Pervasiva (SBCUP 2026)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://sol.sbc.org.br/index.php/sbcup/article/download/43310/43076","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5148106430","display_name":"Douglas Silva","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Douglas Silva","raw_affiliation_strings":["UFC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFC","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148129009","display_name":"Matheus A. Esteban","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Matheus A. Esteban","raw_affiliation_strings":["UFC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFC","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021125296","display_name":"Bianca Soares","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bianca Soares","raw_affiliation_strings":["UFC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFC","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148129481","display_name":"Wendell Santos","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wendell Santos","raw_affiliation_strings":["UFC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFC","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083889609","display_name":"Deborah M. V. Magalh\u00e3es","orcid":"https://orcid.org/0000-0002-5445-5073","observed_orcids":["https://orcid.org/0000-0002-5445-5073"]},"institutions":[{"id":"https://openalex.org/I3130695932","display_name":"University for International Integration of the Afro-Brazilian Lusophony","ror":"https://ror.org/02p928v94","country_code":"BR","type":"education","lineage":["https://openalex.org/I3130695932"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Deborah Magalh\u00e3es","raw_affiliation_strings":["Unilab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unilab","institution_ids":["https://openalex.org/I3130695932"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109748975","display_name":"Atslands R. da Rocha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Atslands R. Rocha","raw_affiliation_strings":["UFC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFC","institution_ids":["https://openalex.org/I243754102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59493135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"328","last_page":"338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.6439999938011169,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.6439999938011169,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.35499998927116394,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pest-detection","display_name":"pest detection","score":0.7670000195503235},{"id":"https://openalex.org/keywords/agricultural-images","display_name":"agricultural imagery","score":0.7059999704360962},{"id":"https://openalex.org/keywords/model-compression","display_name":"model compression","score":0.859000027179718},{"id":"https://openalex.org/keywords/yolo","display_name":"YOLO","score":0.9100000262260437},{"id":"https://openalex.org/keywords/embedded-systems","display_name":"embedded systems","score":0.8259999752044678},{"id":"https://openalex.org/keywords/low-cost-equipment","display_name":"low-cost equipment","score":0.7570000290870667},{"id":"https://openalex.org/keywords/energy-efficiency","display_name":"energy efficiency","score":0.9440000057220459},{"id":"https://openalex.org/keywords/memory-efficiency","display_name":"memory efficiency","score":0.8690000176429749},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.5849999785423279},{"id":"https://openalex.org/keywords/pest-counting","display_name":"pest counting","score":0.32899999618530273}],"concepts":[{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4410000145435333},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.25200000405311584},{"id":"https://openalex.org/C2987526018","wikidata":"https://www.wikidata.org/wiki/Q213449","display_name":"Food consumption","level":2,"score":0.22030000388622284},{"id":"https://openalex.org/C2780646309","wikidata":"https://www.wikidata.org/wiki/Q1151380","display_name":"Netting","level":2,"score":0.2199999988079071},{"id":"https://openalex.org/C173758957","wikidata":"https://www.wikidata.org/wiki/Q129270","display_name":"Larva","level":2,"score":0.2053000032901764},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.20080000162124634},{"id":"https://openalex.org/C548578009","wikidata":"https://www.wikidata.org/wiki/Q44595","display_name":"Cannibalism","level":3,"score":0.1940000057220459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19380000233650208}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5753/sbcup.2026.23934","doi":"https://doi.org/10.5753/sbcup.2026.23934","is_oa":true,"landing_page_url":"https://doi.org/10.5753/sbcup.2026.23934","pdf_url":"https://sol.sbc.org.br/index.php/sbcup/article/download/43310/43076","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XVIII Simp\u00f3sio Brasileiro de Computa\u00e7\u00e3o Ub\u00edqua e Pervasiva (SBCUP 2026)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5753/sbcup.2026.23934","doi":"https://doi.org/10.5753/sbcup.2026.23934","is_oa":true,"landing_page_url":"https://doi.org/10.5753/sbcup.2026.23934","pdf_url":"https://sol.sbc.org.br/index.php/sbcup/article/download/43310/43076","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XVIII Simp\u00f3sio Brasileiro de Computa\u00e7\u00e3o Ub\u00edqua e Pervasiva (SBCUP 2026)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8409000039100647,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"},{"score":0.6773999929428101,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204178298.pdf","grobid_xml":"https://content.openalex.org/works/W7204178298.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1567625494","https://openalex.org/W2734123382","https://openalex.org/W2971890106","https://openalex.org/W3109320662","https://openalex.org/W3144897352","https://openalex.org/W4294266585","https://openalex.org/W4307301192","https://openalex.org/W4323317995","https://openalex.org/W4378190897","https://openalex.org/W4385759708","https://openalex.org/W4388333374","https://openalex.org/W4389512079","https://openalex.org/W4391435048","https://openalex.org/W4397019394","https://openalex.org/W4400774862","https://openalex.org/W4410375411","https://openalex.org/W4410539447","https://openalex.org/W4412372837","https://openalex.org/W4416297873","https://openalex.org/W4416917940","https://openalex.org/W4417286422"],"related_works":["https://openalex.org/W7152131212","https://openalex.org/W7131862142","https://openalex.org/W4408667273","https://openalex.org/W7154696074","https://openalex.org/W4416257514","https://openalex.org/W7202062467","https://openalex.org/W4401761847","https://openalex.org/W4413169790","https://openalex.org/W7212781252","https://openalex.org/W7157089808"],"abstract_inverted_index":{"A":[0,85],"otimiza\u00e7\u00e3o":[1],"de":[2,4,6,11,14,33,35,40,42,47,56,74,94],"modelos":[3,36],"aprendizado":[5],"m\u00e1quina":[7],"para":[8,37],"contagem":[9],"autom\u00e1tica":[10],"pragas":[12,43],"atrav\u00e9s":[13],"imagens,":[15],"em":[16,26,45,89],"dispositivos":[17,46],"com":[18,71],"recursos":[19],"limitados,":[20],"viabiliza":[21],"a":[22,100],"dissemina\u00e7\u00e3o":[23],"dessa":[24],"tecnologia":[25],"campos":[27],"agr\u00edcolas.":[28],"Neste":[29],"trabalho,":[30],"investigam-se":[31],"t\u00e9cnicas":[32,55],"compress\u00e3o":[34,57],"um":[38],"sistema":[39,90],"detec\u00e7\u00e3o":[41],"embarcado":[44,91],"baixo":[48],"custo.":[49],"Os":[50],"resultados":[51],"indicam":[52],"que":[53],"as":[54],"avaliadas":[58],"t\u00eam":[59],"impacto":[60],"pouco":[61],"significativo":[62],"na":[63,81],"acur\u00e1cia":[64,101],"do":[65,87,96,102],"modelo":[66,88,103],"YOLO,":[67],"permitindo":[68],"sua":[69],"execu\u00e7\u00e3o":[70],"menor":[72],"consumo":[73,97],"mem\u00f3ria":[75],"e":[76],"energia,":[77],"sem":[78],"perda":[79],"relevante":[80],"confiabilidade":[82],"das":[83],"predi\u00e7\u00f5es.":[84],"valida\u00e7\u00e3o":[86],"demonstrou":[92],"redu\u00e7\u00e3o":[93],"14%":[95],"energ\u00e9tico,":[98],"mantendo":[99],"quase":[104],"constante.":[105]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-26T00:00:00"}