Inductive knowledge acquisition and induction methodologies

Untitled

1986 • 13,981 citations

Induction of decision trees

1986 • 11,428 citations

Statistical Decision Theory and Bayesian Analysis

1985 • 7,736 citations

A theory of the learnable

1984 • 4,471 citations

Bayesian Inference in Statistical Analysis.

1975 • 3,994 citations

Pattern Recognition Principles

2009 • 3,352 citations

Stastical Decision Theory and Bayesian Analysis.

1988 • 3,052 citations

A theory of the learnable

1984 • 2,968 citations

Simplifying decision trees

1987 • 2,458 citations

Induction: Processes of Inference, Learning, and Discovery

1987 • 2,140 citations

Untitled

1988 • 1,434 citations

Bayesian Inference in Statistical Analysis

1974 • 1,151 citations

Occam's Razor

1987 • 1,044 citations

Untitled

1987 • 790 citations

Untitled

1988 • 681 citations

Connectionist expert systems

1988 • 671 citations

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

1988 • 507 citations

Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm

1988 • 495 citations

Learning from noisy examples

1988 • 378 citations

Learning decision lists

1987 • 356 citations

Assessing Credit Card Applications Using Machine Learning

1987 • 205 citations

Generalized subsumption and its applications to induction and redundancy

1988 • 172 citations

Structured induction in expert systems

1987 • 165 citations

Multiple decision trees

1990 • 141 citations

An analytical comparison of some rule-learning programs

1985 • 124 citations

Induction: Processes of inference, learning and discovery

1988 • 105 citations

An Empirical Comparison of Genetic and Decision-Tree Classifiers

1988 • 94 citations

Perceptron trees: a case study in hybrid concept representations

1988 • 46 citations

Tree-structured bias

1988 • 36 citations

Extending the Valiant Learning Model

1988 • 31 citations

Structuring knowledge by asking questions

1987 • 23 citations

Generalised subsumption and its applications to induction and redundancy

1986 • 16 citations

Interactive induction

1988 • 15 citations