Principal Components Analysis Random Discretization Ensemble for Big Data.
Diego García-GilSergio Ramírez-GallegoSalvador GarcíaFrancisco HerreraPublished in: Knowl. Based Syst. (2018)
Keyphrases
- big data
- principal components analysis
- covariance matrix
- data analysis
- exploratory data analysis
- data processing
- cloud computing
- data management
- big data analytics
- data visualization
- social media
- principal components
- neural network
- vast amounts of data
- business intelligence
- dimensionality reduction
- unstructured data
- support vector machine
- multivariate statistical analysis
- data science
- linear discriminant analysis
- training data
- feature extraction
- machine learning
- data analytics
- lower bound
- training set
- massive datasets
- real world
- data warehousing
- databases
- data driven decision making