Deep neural network features fusion and selection based on PLS regression with an application for crops diseases classification.
Farah SaeedMuhammad Attique KhanMuhammad SharifMamta MittalLalit Mohan GoyalSudipta RoyPublished in: Appl. Soft Comput. (2021)
Keyphrases
- neural network
- feature vectors
- classification accuracy
- classification method
- feature set
- classification process
- feature extraction
- feature space
- extracted features
- svm classifier
- partial least squares
- classification models
- pattern recognition
- support vector
- benchmark datasets
- feature selection algorithms
- eeg signals
- feature maps
- model selection
- support vector machine
- feature level fusion
- numeric values
- decision trees
- svm classification
- support vector machine svm
- image classification
- regression model
- learning vector quantization
- feature values
- multiple features
- high dimensionality
- partial least squares regression
- interstitial lung
- selecting features
- classifier combination
- feature subset
- class labels
- principal component analysis
- image features
- knn
- multi layer perceptron
- training process
- data fusion
- regression method
- unsupervised learning
- supervised learning
- artificial neural networks
- feature selection
- machine learning