Classification and Reconstruction of High-Dimensional Signals From Low-Dimensional Features in the Presence of Side Information.
Francesco RennaLiming WangXin YuanJianbo YangGalen ReevesA. Robert CalderbankLawrence CarinMiguel R. D. RodriguesPublished in: IEEE Trans. Inf. Theory (2016)
Keyphrases
- high dimensional
- low dimensional
- feature extraction
- feature space
- high dimensionality
- feature vectors
- feature set
- dimension reduction
- feature representation
- spatial information
- dimensionality reduction
- pattern recognition
- feature values
- classification method
- classification accuracy
- information content
- structural information
- input space
- feature selection
- label information
- classification algorithm
- high dimensional data
- image features
- benchmark datasets
- pattern classification
- manifold learning
- classification models
- data points
- eeg signals
- decision trees
- machine learning