Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/51737
Título: | Applying soft computing to clinical decision support |
Autor(es): | Machado, José Manuel Oliveira, Lucas Barreiro, Luís Pinto, Serafim Coimbra, Ana Cecília Sousa Rocha |
Palavras-chave: | Clinical Decision Support Artificial Neural Networks Genetic Algorithms Diabetes Parkinson |
Data: | 2016 |
Editora: | IGI Global |
Resumo(s): | This article aims to explain the construction process of the learing systems based on Artificial Neural Networks and Genetic Algorithms. These systems were implemented using R and Python programming languages, in order to compare results and achieve the best solution and it was used Diabetes and Parkinson datasets with the purpose of identifying the carriers of these diseases. |
Tipo: | Capítulo de livro |
URI: | https://hdl.handle.net/1822/51737 |
ISBN: | 978-1-466-69882-6 |
e-ISBN: | 978-1-466-69883-3 |
DOI: | 10.4018/978-1-4666-9882-6.ch013 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
Aparece nas coleções: |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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ApplyingSoftC.pdf Acesso restrito! | 154,88 kB | Adobe PDF | Ver/Abrir |