Online subspace learning and nonlinear classification of Big Data with misses.
Fatemeh SheikholeslamiGeorgios B. GiannakisPublished in: CISS (2015)
Keyphrases
- big data
- subspace learning
- discriminant subspace
- cloud computing
- manifold learning
- image classification
- dimensionality reduction
- data analysis
- social media
- data representation
- discriminant analysis
- data management
- data processing
- unsupervised learning
- pattern recognition
- feature vectors
- support vector machine
- learning algorithm
- feature extraction
- databases
- big data analytics
- computer vision
- business intelligence
- feature selection
- data sets
- principal component analysis
- knowledge discovery
- model selection
- text classification
- sparse representation
- data warehousing
- knowledge management
- machine learning
- high dimensional
- multiscale