On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big Data.
Diego García-GilSergio Ramírez-GallegoSalvador GarcíaFrancisco HerreraPublished in: HAIS (2018)
Keyphrases
- big data
- dimensionality reduction
- cloud computing
- social media
- vast amounts of data
- data visualization
- big data analytics
- data processing
- data management
- data analysis
- data intensive
- principal component analysis
- business intelligence
- high dimensional
- unstructured data
- high dimensional data
- feature extraction
- high volume
- data science
- huge data
- decision making
- low dimensional
- feature space
- pattern recognition
- decision trees
- feature selection
- data warehousing
- data analytics
- massive data
- information processing
- health informatics
- knowledge discovery
- data points
- real world
- data driven decision making
- predictive modeling
- manifold learning
- text mining
- object oriented
- query processing
- database systems
- social networks