Learning engineering models with the minimum description length principle

Untitled

1986 • 13,981 citations

Information Theory and Reliable Communication.

1970 • 6,022 citations

A Universal Prior for Integers and Estimation by Minimum Description Length

1983 • 1,688 citations

Scientific Discovery: Computational Explorations of the Creative Processes

1987 • 835 citations

Inferring decision trees using the minimum description lenght principle

1989 • 674 citations

Constructing simple stable descriptions for image partitioning

1989 • 523 citations

A review of research in mechanical engineering design. Part I: Descriptive, prescriptive, and computer-based models of design processes

1989 • 403 citations

Estimation by the nearest neighbor rule

1968 • 347 citations

Untitled

1986 • 181 citations

Part Segmentation for Object Recognition

1989 • 126 citations

A new basis for state-space learning systems and a successful implementation

1983 • 101 citations

Building Layered Models to Support Engineering Decision Making: A Machine Learning Approach

1991 • 43 citations

Some experiments in applying inductive inference principles to surface reconstruction

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Conjunctive conceptual clustering: a methodology and experimentation (learning)

1984 • 14 citations

A minimal encoding approach to feature discovery

1991 • 9 citations

A Proposed Method of Conceptual Clustering for Structured and Decomposable Objects

1986 • 8 citations

Knowledge-Based Equation Discovery in Engineering Domains

1991 • 7 citations

KEDS: a knowledge-based equation discovery system for engineering problems

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Conceptual Set Covering: Improving Fit-And-Split Algorithms

1990 • 6 citations