Contacto
Como comprar
Entrega
Guia de compras
Knowledge Discovery using Machine Learning Algorithms
Inglês
124 b
Política de devolução de 30 dias
Os clientes também compraram
/
Capa mole
48.60
€
/
Capa mole
16.26
€
/
Capa mole
22.32
€
/
Capa mole
53.45
€
/
Livro de capa dura
11.51
€
/
Capa mole
22.63
€
/
Capa mole
23.64
€
The goal of this book is to provide a more effective way to extract features with highly important information to a specific disease, i.e. informative features, using correlation based rough set feature extraction method (RSs), rough set, genetic algorithms (GAs) and its variants, fuzzy-rough set, nearest neighbor, decision tree algorithms and partial least square method and some adaptive neural networks due to their learning abilities to construct hypotheses that can explain complex relationships in the data. This research explores the effectiveness of integrated and hybrid feature extraction methods proposed in the following chapters, in analyzing gene expression activities, based on a specific tumor disease and identifying the informative genes that underlie different precision levels in the extraction process. The identified gene subset may give an enhanced insight on the gene-gene interaction in response to different stages of abnormal cell growth which could be vital in designing treatment strategies to prevent any progression of abnormal cells.
Sobre o livro
Inglês
Ofereça este livro hoje
É fácil
1 Adicione ao carrinho e escolha Entregar como presente ao finalizar a compra 2 Receberá um vale 3 O livro chegará ao endereço do destinatárioTambém pode estar interessado em
/
Capa mole
29.70
€
/
Capa mole
14.24
€
