Dados derivados e artefatos experimentais para classificação fracamente supervisionada da localização subcelular de proteínas

Version 1.0
Espírito Santo, Juliana Midlej do; David, Lucas Oliveira; Pedrini, Hélio; Dias, Zanoni, 2026, "Dados derivados e artefatos experimentais para classificação fracamente supervisionada da localização subcelular de proteínas", https://doi.org/10.25824/redu/FVFDCI, Repositório de Dados de Pesquisa da Unicamp , V1
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Description
Este conjunto reúne dados derivados e artefatos experimentais associados à dissertação sobre classificação fracamente supervisionada da localização subcelular de proteínas em imagens de microscopia do Human Protein Atlas (HPA). O depósito inclui arquivos de mapeamento de classes, identificadores de amostras empregados nas divisões de treino/validação/teste, configurações de treinamento e inferência, notebooks de submissão ao Kaggle e arquivos de predições gerados pelos modelos avaliados.
Subject Computer and Information Science
Keyword Aprendizado fracamente supervisionado, Classificação de imagem, Localização subcelular, Proteínas
Related Publication Espírito Santo, Juliana Midlej do. Classificação Fracamente Supervisionada da Localização Subcelular de Proteínas. Dissertação (Mestrado em Ciência da Computação) - Instituto de Computação, Universidade Estadual de Campinas (Unicamp), Campinas, 2026. Orientador: Prof. Dr. Zanoni Dias. Coorientadores: Prof. Dr. Hélio Pedrini e Dr. Lucas David.
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