{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T11:24:54Z","timestamp":1725708294587},"reference-count":0,"publisher":"Sociedade Brasileira de Computa\u00e7\u00e3o - SBC","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"abstract":"As abelhas s\u00e3o essenciais \u00e0 produ\u00e7\u00e3o de alimentos para o ser humano e para manuten\u00e7\u00e3o dos ecossistemas. Esse artigo apresenta uma solu\u00e7\u00e3o para calcular os n\u00edveis de estados de sa\u00fade de col\u00f4nias de abelhas usando dados de sensores internos e externos \u00e0 col\u00f4nia e de inspe\u00e7\u00f5es in loco realizadas por apicultores. A clusteriza\u00e7\u00e3o foi usada para determinar a quantidade de n\u00edveis de sa\u00fade e a classifica\u00e7\u00e3o para cria\u00e7\u00e3o de um modelo de predi\u00e7\u00e3o. Obteve-se um modelo de classifica\u00e7\u00e3o com taxa de acerto de 99.36%.<\/jats:p>","DOI":"10.5753\/sbbd.2019.8830","type":"proceedings-article","created":{"date-parts":[[2020,1,27]],"date-time":"2020-01-27T11:33:17Z","timestamp":1580124797000},"page":"241-246","source":"Crossref","is-referenced-by-count":0,"title":["Definindo e Predizendo N\u00edveis de Sa\u00fade de Col\u00f4nias de Abelhas via Clusteriza\u00e7\u00e3o e Classifica\u00e7\u00e3o"],"prefix":"10.5753","author":[{"given":"Antonio Rafael","family":"Braga","sequence":"first","affiliation":[]},{"given":"Daniel A.","family":"Silva","sequence":"additional","affiliation":[]},{"given":"Juv\u00eancio S.","family":"Nobre","sequence":"additional","affiliation":[]},{"given":"Breno M.","family":"Freitas","sequence":"additional","affiliation":[]},{"given":"Danielo G.","family":"Gomes","sequence":"additional","affiliation":[]}],"member":"3742","published-online":{"date-parts":[[2019,10,7]]},"event":{"number":"34","acronym":"SBBD 2019","name":"Simp\u00f3sio Brasileiro de Banco de Dados","location":"Brasil"},"container-title":["Anais do XXXIV Simp\u00f3sio Brasileiro de Banco de Dados (SBBD 2019)"],"original-title":[],"link":[{"URL":"https:\/\/sol.sbc.org.br\/index.php\/sbbd\/article\/download\/8830\/8731","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/sol.sbc.org.br\/index.php\/sbbd\/article\/download\/8830\/8731","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,29]],"date-time":"2024-01-29T16:12:18Z","timestamp":1706544738000},"score":1,"resource":{"primary":{"URL":"https:\/\/sol.sbc.org.br\/index.php\/sbbd\/article\/view\/8830"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,7]]},"references-count":0,"URL":"https:\/\/doi.org\/10.5753\/sbbd.2019.8830","relation":{},"subject":[],"published":{"date-parts":[[2019,10,7]]}}}