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Feature learning and understanding : algorithms and applications /

Detalles Bibliográficos
Otros Autores: Zhao, Haitao, 1986- (autor)
Formato: Libro
Lenguaje:English
Publicado: Cham, Switzerland : Springer, [2020].
Colección:Information fusion and data science
Materias:

MARC

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245 0 0 |a Feature learning and understanding :  |b algorithms and applications /  |c Haitao Zhao [y otros tres]. 
264 1 |a Cham, Switzerland :  |b Springer,  |c [2020]. 
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300 |a xiv, 291 páginas :  |b ilustraciones en color, gráficas en color ;  |c 24 cm. 
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490 0 |a Information fusion and data science 
504 |a Incluye bibliografía (páginas277-288) e índice. 
505 0 |a 1. A Gentle Introduction to Feature Learning -- 2. Latent Semantic Feature Learning -- 3. Principal Component Analysis -- 4. Local-Geometrical-Structure-based Feature Learning -- 5. Linear Discriminant Analysis -- 6. Kernel-based nonlinear feature learning -- 7. Sparse feature learning -- 8. Low rank feature learning -- 9. Tensor-based Feature Learning -- 10. Neural-network-based Feature Learning: Autoencoder -- 11. Neural-network-based Feature Learning: Convolutional Neural Network -- 12. Neural-network-based Feature Learning: Recurrent Neural Network. 
650 4 |9 360464  |a Aprendizaje automático (Inteligencia artificial) 
650 4 |9 427998  |a Big data 
700 1 |9 453411  |a Zhao, Haitao,  |d 1986-  |e autor 
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