Extending machine learning prediction capabilities by explainable AI in financial time series prediction.
Taha Bugra ÇelikÖzgür IcanElif BulutPublished in: Appl. Soft Comput. (2023)
Keyphrases
- machine learning
- prediction model
- artificial intelligence
- prediction accuracy
- moving average
- artificial neural networks
- knowledge representation
- computer vision
- predictive modeling
- prediction error
- function approximation
- machine learning algorithms
- expert systems
- computational intelligence
- inductive learning
- data mining
- learning algorithm
- artificial neural networks to predict
- autoregressive
- learning tasks
- mackey glass
- non stationary
- case based reasoning
- decision making
- knowledge acquisition
- machine learning methods
- protein secondary structure prediction
- support vector machine
- pattern recognition
- prediction algorithm
- ls svm
- feature selection
- decision trees
- ai systems
- multivariate time series
- reinforcement learning
- predictive model
- computational biology
- computer science
- active learning
- neuro fuzzy
- long term
- information extraction
- stock market
- text mining