Estimation of Correlation Matrices from Limited time series Data using Machine Learning.
Nikhil EasawWoo SoekPrashant Singh LohiyaSarika JalanPriodyuti PradhanPublished in: CoRR (2022)
Keyphrases
- machine learning
- correlation matrix
- estimation algorithm
- correlation function
- data mining
- machine learning approaches
- inductive learning
- machine learning methods
- computational intelligence
- natural language processing
- data analysis
- pattern recognition
- high dimensional
- learning algorithm
- artificial intelligence
- accurate estimation
- explanation based learning
- decision trees
- robust estimation
- singular value decomposition
- machine learning algorithms
- knowledge acquisition
- computer science
- correlation coefficient
- inductive logic programming
- statistical methods
- estimation accuracy
- singular values