Forecasting Cryptocurrency Prices Time Series Using Machine Learning.
Vasily DerbentsevNataliia DatsenkoOlga StepanenkoVitalii BezkorovainyiPublished in: M3E2-MLPEED (2019)
Keyphrases
- machine learning
- weather forecasting
- financial time series
- forecasting accuracy
- technical indicators
- box jenkins
- arma model
- exponential smoothing
- electricity markets
- short term
- chaotic time series
- text classification
- machine learning methods
- machine learning algorithms
- stock price
- stock market
- pattern recognition
- data mining
- non stationary
- computer science
- computer vision
- decision trees
- knowledge acquisition
- data analysis
- active learning
- supervised learning
- model selection
- learning tasks
- dynamic time warping
- hybrid model
- learning algorithm
- explanation based learning
- exchange rate
- information extraction
- neural network model
- natural language processing
- market clearing
- knowledge representation
- garch model
- feature selection
- inductive logic programming
- text mining
- machine learning approaches
- computational intelligence
- support vector regression
- bp neural network