A machine learning method for generation of a neural network architecture: a continuous ID3 algorithm

An introduction to computing with neural nets

1987 • 7,916 citations

Parallel Distributed Processing

1987 • 3,261 citations

Beyond regression : new fools for prediction and analysis in the behavioral sciences

1974 • 2,830 citations

Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences

1974 • 2,472 citations

Simplifying decision trees

1987 • 2,458 citations

Learning Internal Representations by Error Propagation

1988 • 1,945 citations

Learning Efficient Classification Procedures and Their Application to Chess End Games

1983 • 1,071 citations

Fast simulated annealing

1987 • 1,067 citations

The CN2 induction algorithm

1989 • 983 citations

Machine learning: An artificial intelligence approach

1985 • 979 citations

Untitled

1987 • 790 citations

The multi-purpose incremental learning system AQ15 and its testing application to three medical domains

1986 • 748 citations

Capabilities of three-layered perceptrons

1988 • 401 citations

Layered neural nets for pattern recognition

1988 • 362 citations

Learning decision lists

1987 • 356 citations

A case study of incremental concept induction

1986 • 299 citations

Learning to tell two spirals apart

1989 • 293 citations

Handwritten alphanumeric character recognition by the neocognitron

1991 • 222 citations

ID5: An Incremental ID3

1988 • 178 citations

PROBABILISTIC DECISION TREES

1990 • 162 citations

The Mathematical Foundations of Learning Machines

1990 • 161 citations

An algebraic projection analysis for optimal hidden units size and learning rates in back-propagation learning

1988 • 132 citations

Constructing Decision Trees in Noisy Domains.

1987 • 129 citations

An empirical comparison of ID3 and back-propagation

1989 • 128 citations

Learning DNF by decision trees

1989 • 108 citations

Minimum class entropy: A maximum information approach to layered networks

1989 • 87 citations

A Comparative Study of ID3 and Backpropagation for English Text-to-Speech Mapping

1990 • 77 citations

Artificial Neural Networks

1990 • 32 citations

Use of neural networks in detecting cardiac diseases from echocardiographic images

1990 • 27 citations

Study of continuous ID3 and radial basis function algorithms for the recognition of glass defects

2002 • 11 citations

Combined backpropagation/cauchy machine

1988 • 10 citations