Lookahead Feature Construction for Learning Hard Concepts

Classification and regression trees

1985 • 11,138 citations

Multivariate Adaptive Regression Splines

1991 • 7,851 citations

Pattern recognition : a statistical approach

1982 • 3,005 citations

Untitled

1989 • 2,043 citations

Untitled

1993 • 1,774 citations

A Universal Prior for Integers and Estimation by Minimum Description Length

1983 • 1,688 citations

Machine learning: An artificial intelligence approach

1983 • 1,386 citations

Learning Efficient Classification Procedures and Their Application to Chess End Games

1983 • 1,071 citations

The CN2 induction algorithm

1989 • 983 citations

Nonparametric Density Estimation: The L 1 View.

1985 • 760 citations

Inferring decision trees using the minimum description lenght principle

1989 • 674 citations

Quantifying inductive bias: AI learning algorithms and Valiant's learning framework

1988 • 507 citations

Untitled

1986 • 465 citations

Incremental learning from noisy data

1986 • 340 citations

Generating better decision trees

1989 • 111 citations

Learning hard concepts through constructive induction: framework and rationale

1990 • 93 citations

Iterative broadening

1992 • 72 citations

A scheme for feature construction and a comparison of empirical methods

1991 • 44 citations

Incremental Induction of Topologically Minimal Trees

1990 • 30 citations

Improving the design of induction methods by analyzing algorithm functionality and data-based concept complexity

1993 • 26 citations