Distributed Nonparametric and Semiparametric Regression on SPARK for Big Data Forecasting.
Jelena FiosinaMaksims FiosinsPublished in: Appl. Comput. Intell. Soft Comput. (2017)
Keyphrases
- big data
- semi parametric
- rainfall forecasting
- density estimation
- statistical inference
- neural network
- regression model
- parametric models
- support vector regression
- commodity hardware
- big data analytics
- data analysis
- cloud computing
- regression problems
- business intelligence
- data processing
- data management
- least squares
- social media
- short term
- data sets
- model selection
- constrained optimization
- knowledge discovery
- forecasting accuracy
- information processing
- cross validation
- linear model
- maximum likelihood
- databases