Combining Measures of Signal Complexity and Machine Learning for Time Series Analyis: A Review.
Sebastian RaubitzekThomas NeubauerPublished in: Entropy (2021)
Keyphrases
- machine learning
- complexity measures
- non stationary
- signal processing
- artificial intelligence
- computational complexity
- active learning
- machine learning methods
- learning systems
- data mining
- model selection
- learning tasks
- inductive logic programming
- space complexity
- machine learning algorithms
- knowledge acquisition
- explanation based learning
- computational cost
- feature selection
- computer vision
- learning algorithm
- information retrieval
- multivariate time series
- machine learning approaches
- moving average
- inductive learning
- original signal
- statistical methods
- stock market
- decision problems
- np complete
- worst case
- natural language processing
- data analysis
- pattern recognition
- decision trees