An Experimental Comparison of Symbolic and Connectionist Learning Algorithms.
Raymond J. MooneyJude W. ShavlikGeoffrey G. TowellAlan GovePublished in: IJCAI (1989)
Keyphrases
- learning algorithm
- connectionist models
- connectionist learning
- connectionist systems
- neural network
- connectionist networks
- machine learning algorithms
- expert systems
- symbolic knowledge
- learning problems
- machine learning
- back propagation
- active learning
- supervised learning
- learning scheme
- neural learning
- training data
- learning capabilities
- semi supervised
- parallel distributed processing
- artificial intelligence
- artificial neural networks
- symbolic description
- deep architectures
- learning process
- inductive bias
- symbolic data
- cognitive science
- decision tree learning
- language understanding
- batch mode
- efficient learning
- cognitive model
- symbolic representation
- training examples
- generalization ability
- learning models