Learning Symbolic Rules Using Artificial Neural Networks

C4.5: Programs for Machine Learning

1992 • 24,077 citations

Modeling by shortest data description

1978 • 5,959 citations

Optimal Brain Damage

1989 • 2,765 citations

Parallel networks that learn to pronounce English text

1987 • 1,546 citations

Efficient Training of Artificial Neural Networks for Autonomous Navigation

1991 • 647 citations

Simplifying Neural Networks by Soft Weight-Sharing

1992 • 588 citations

Refinement of approximate domain theories by knowledge-based neural networks

1990 • 378 citations

Untitled

1992 • 285 citations

Medical diagnostic expert system based on PDP model

1988 • 212 citations

Rule learning by searching on adapted nets

1991 • 166 citations

Efficient Parallel Learning Algorithms for Neural Networks

1988 • 134 citations

Changing the rules: a comprehensive approach to theory refinement

1990 • 132 citations

An empirical comparison of ID3 and back-propagation

1989 • 128 citations

The utility of knowledge in inductive learning

1992 • 122 citations

An experimental comparison of symbolic and connectionist learning algorithms

1989 • 115 citations

Symbolic knowledge and neural networks: insertion, refinement and extraction

1992 • 100 citations

Interpretation of Artificial Neural Networks: Mapping Knowledge-Based Neural Networks into Rules

1991 • 97 citations

Performance Comparisons Between Backpropagation Networks and Classification Trees on Three Real-World Applications

1989 • 49 citations

Deleted Work

1955 • 0 citations