Neural implementation of tree classifiers

Classification and Regression Trees.

1984 • 23,117 citations

Classification and Regression Trees.

1986 • 21,574 citations

Parallel Distributed Processing

1986 • 14,631 citations

Untitled

1986 • 13,981 citations

Induction of decision trees

1986 • 11,428 citations

Self-Organization and Associative Memory

1988 • 3,729 citations

Analysis of hidden units in a layered network trained to classify sonar targets

1988 • 1,120 citations

Decision trees and decision-making

1990 • 533 citations

Neural nets for adaptive filtering and adaptive pattern recognition

1988 • 471 citations

UNKNOWN ATTRIBUTE VALUES IN INDUCTION

1989 • 308 citations

Entropy nets: from decision trees to neural networks

1990 • 289 citations

Untitled

1991 • 289 citations

DECISION TREES AS PROBABILISTIC CLASSIFIERS

1987 • 188 citations

Hierarchical Classifier Design Using Mutual Information

1982 • 186 citations

ID5: An Incremental ID3

1988 • 178 citations

Symbolic and neural learning algorithms: An experimental comparison

1991 • 169 citations

An empirical comparison of ID3 and back-propagation

1989 • 128 citations

Progress in pattern recognition

1986 • 121 citations

Analysis and Design of a Decision Tree Based on Entropy Reduction and Its Application to Large Character Set Recognition

1984 • 118 citations

Pattern Recognition in Practice II

1988 • 115 citations

A Nonparametric Partitioning Procedure for Pattern Classification

1969 • 109 citations

Application of information theory to the construction of efficient decision trees

1982 • 105 citations

Rule induction in forensic science

1989 • 80 citations

Decision tree design from a communication theory standpoint

1988 • 72 citations

An automated approach to the design of decision tree classifiers.

1982 • 64 citations

Efficient decision tree design for discrete variable pattern recognition problems

1977 • 44 citations

An Automated Approach to the Design of Decision Tree Classifiers

1982 • 36 citations

A decision theoretic approach to hierarchical classifier design

1984 • 36 citations

Optimal multiple level decision fusion with distributed sensors

1993 • 28 citations