Two Steps Genetic Programming for Big Data - Perspective of Distributed and High-Dimensional Data.
Jih-Jeng HuangPublished in: BigData Congress (2015)
Keyphrases
- high dimensional data
- big data
- genetic programming
- data analysis
- regression problems
- dimensionality reduction
- low dimensional
- nearest neighbor
- high dimensionality
- high dimensional
- cloud computing
- data points
- data processing
- subspace clustering
- data sets
- data science
- big data analytics
- commodity hardware
- data management
- evolutionary algorithm
- clustering high dimensional data
- high dimensional datasets
- social media
- business intelligence
- knowledge discovery
- high dimensional spaces
- manifold learning
- similarity search
- machine learning
- text data
- high dimensional data sets
- predictive modeling
- data warehousing
- data mining
- decision making
- real world
- databases
- genetic algorithm
- principal component analysis
- case study
- database systems
- training data
- input data
- end users
- multi dimensional