An Efficient Time Series Forecasting Method Exploiting Fuzziness and Turbulences in Data.
Prateek PandeyShishir KumarSandeep ShrivastavaPublished in: Int. J. Fuzzy Syst. Appl. (2017)
Keyphrases
- synthetic data
- input data
- noisy data
- data sets
- statistical methods
- high precision
- missing data
- clustering method
- cost function
- data sources
- database
- training data
- prior knowledge
- segmentation method
- information loss
- correlation analysis
- raw data
- missing values
- test data
- fuzzy membership functions
- detection method
- computationally efficient
- model selection
- high accuracy
- computational cost
- data structure
- learning algorithm
- labeled data
- data collection
- knowledge discovery
- prior information
- spectral clustering
- objective function
- statistical significance
- similarity measure