Artificial neural networks with evolutionary instance selection for financial forecasting.
Kyoung-jae KimPublished in: Expert Syst. Appl. (2006)
Keyphrases
- instance selection
- financial forecasting
- artificial neural networks
- genetic programming
- neural network
- soft computing
- evolutionary computation
- genetic algorithm
- nearest neighbor
- text classification
- computational intelligence
- multiple instance learning
- semi supervised learning
- data reduction
- supervised learning
- multi class
- classification accuracy
- knowledge discovery and data mining
- feature selection
- multiple kernel learning
- evaluation criteria
- trading systems
- evolutionary algorithm
- fitness function
- concept drift
- machine learning
- training process
- image annotation
- classification rules
- knn
- support vector machine
- semi supervised