A scheme for feature construction and a comparison of empirical methods

Classification and Regression Trees.

1986 • 21,574 citations

Pattern recognition : a statistical approach

1982 • 3,005 citations

Untitled

1989 • 467 citations

Untitled

1990 • 402 citations

Shift of bias for inductive concept learning

1984 • 294 citations

A general lower bound on the number of examples needed for learning

1988 • 131 citations

Learning DNF by decision trees

1989 • 108 citations

Learning hard concepts through constructive induction: framework and rationale

1990 • 93 citations

Untitled

1990 • 66 citations

Learning and representation change

1987 • 39 citations

Feature construction: an analytic framework and an application to decision trees

1990 • 38 citations

Adding domain knowledge to SBL through feature construction

1990 • 30 citations

Managing constructive induction using optimization and test incorporation

2003 • 9 citations

Opportunistic Constructive Induction: Using Fragments of Domain Knowledge to Guide Construction

1991 • 8 citations

The replication problem: A constructive induction approach

1991 • 6 citations