Using deep neural networks along with dimensionality reduction techniques to assist the diagnosis of neurodegenerative disorders.
Fermín SegoviaJ. M. GórrizJavier RamírezFrancisco Jesús Martínez-MurciaMarcelo García-PérezPublished in: Log. J. IGPL (2018)
Keyphrases
- dimensionality reduction
- neural network
- pattern recognition
- fault diagnosis
- high dimensional data
- data representation
- low dimensional
- feature extraction
- principal component analysis
- high dimensional
- high dimensionality
- back propagation
- self organizing maps
- model based reasoning
- model based diagnosis
- artificial neural networks
- structure preserving
- multiple faults
- feed forward
- manifold learning
- pattern recognition and machine learning
- neural nets
- feature selection
- neural network model
- fuzzy logic
- linear discriminant analysis
- fuzzy systems
- data points
- random projections
- deep learning
- fault detection
- data sets
- expert systems
- nonlinear dimensionality reduction
- multidimensional scaling
- multilayer perceptron
- medical diagnosis
- recurrent neural networks
- principal components