Classifiers: a theoretical and empirical study

Classification and Regression Trees.

1984 • 23,117 citations

Classification and Regression Trees.

1986 • 21,574 citations

Untitled

1986 • 13,981 citations

Statistical Decision Theory and Bayesian Analysis

1985 • 7,736 citations

Adaptive Mixtures of Local Experts

1991 • 4,228 citations

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

1988 • 3,928 citations

Untitled

1992 • 3,557 citations

Pattern Recognition Principles

2009 • 3,352 citations

Stastical Decision Theory and Bayesian Analysis.

1988 • 3,052 citations

Simplifying decision trees

1987 • 2,458 citations

Estimation of Dependences Based on Empirical Data

2006 • 2,270 citations

Inferring decision trees using the minimum description lenght principle

1989 • 674 citations

Untitled

1989 • 627 citations

Untitled

1986 • 465 citations

ASSISTANT 86: a knowledge-elicitation tool for sophisticated users

1987 • 426 citations

Learning classification trees

1992 • 397 citations

Bayesian Back-Propagation.

1991 • 371 citations

Structured induction in expert systems

1987 • 165 citations

Bounds on the sample complexity of Bayesian learning using information theory and the VC dimension

1991 • 164 citations

Multiple decision trees

1990 • 141 citations

Learning causal trees from dependence information

1990 • 45 citations

Extensions to the CART algorithm

1990 • 44 citations

Myths and legends in learning classification rules

1990 • 27 citations

A critique of the valiant model

1989 • 21 citations