A Generative Learning Algorithm that uses Structural Knowledge of the Input Domain yields a better Multi-layer Perceptron.

Elena Pérez-Miñana

Published in: NCPW (1997)

Keyphrases

multi layer perceptron
learning algorithm
domain experts
domain specific
artificial neural networks
domain ontology

generative model
nearest neighbour algorithm
neural network
complex domains
knowledge base
domain knowledge

machine learning algorithms
knowledge acquisition
prior knowledge
supervised learning
learning process
neural network model

learning rate
feature selection
neural model
bp algorithm
artificial intelligence