The random subspace method for constructing decision forests

The Nature of Statistical Learning Theory

1995 • 38,742 citations

C4.5: Programs for Machine Learning

1992 • 24,077 citations

Classification and Regression Trees.

1984 • 23,117 citations

Classification and Regression Trees.

1986 • 21,574 citations

Untitled

1996 • 16,093 citations

Bagging predictors

1996 • 14,995 citations

Untitled

1986 • 13,981 citations

Induction of decision trees

1986 • 11,428 citations

Experiments with a new boosting algorithm

1996 • 7,607 citations

Random decision forests

2002 • 4,254 citations

Decision combination in multiple classifier systems

1994 • 1,514 citations

Bagging, boosting, and C4.S

1996 • 1,308 citations

A system for induction of oblique decision trees

1994 • 738 citations

A System for Induction of Oblique Decision Trees

1994 • 542 citations

Untitled

1989 • 467 citations

Learning machines: foundations of trainable pattern-classifying systems

1965 • 464 citations

An empirical comparison of selection measures for decision-tree induction

1989 • 270 citations

Joint induction of shape features and tree classifiers

1997 • 200 citations

Hierarchical Classifier Design Using Mutual Information

1982 • 186 citations

Induction of Oblique Decision Trees.

1993 • 165 citations

Expert Systems—Rule Induction with Statistical Data

1987 • 151 citations

Stochastic discrimination

1990 • 142 citations

Multiple decision trees

1990 • 141 citations

An overtraining-resistant stochastic modeling method for pattern recognition

1996 • 134 citations

Technical note: Bias and the quantification of stability

1995 • 117 citations

Building projectable classifiers of arbitrary complexity

1996 • 93 citations

Multiple binary decision tree classifiers

1990 • 69 citations

Automated design of multiple-class piecewise linear classifiers

1989 • 47 citations

Pattern Classification with Compact Distribution Maps

1998 • 47 citations

Expert Systems-Rule Induction with Statistical Data

1987 • 40 citations

C4.5 decision forests

2002 • 28 citations

Structure-driven induction of decision tree classifiers through neural learning

1997 • 25 citations

Nonparametric classification using matched binary decision trees

1992 • 22 citations

An alternative method of stochastic discrimination with applications to pattern recognition

1995 • 22 citations

Recognition of handwritten digits by combining independent learning vector quantizations

2002 • 19 citations

Perfect metrics

2002 • 17 citations

Chapter 18 Committees of decision trees

1996 • 12 citations