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Mitchell, Keller and Kedar-Cabelli: explanation-based generalization

Presented a domain-independent explanation-based generalization framework that explains a training example with a domain theory and operationalizes the explanation into a reusable rule.

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Presented a domain-independent explanation-based generalization framework that explains a training example with a domain theory and operationalizes the explanation into a reusable rule.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

The record is the exact three-author 1986 Machine Learning paper. It does not absorb earlier explanation-based systems, later EBL variants, inductive learning generally or performance beyond the paper's examples.

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People and systems

Tom M. Mitchell; Richard M. Keller; Smadar T. Kedar-Cabelli

The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.

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Documented countries / regions: United States

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English catalogue narrative

Mitchell, Keller and Kedar-Cabelli: explanation-based generalization

Presented a domain-independent explanation-based generalization framework that explains a training example with a domain theory and operationalizes the explanation into a reusable rule.

Scientific scope

The record is the exact three-author 1986 Machine Learning paper. It does not absorb earlier explanation-based systems, later EBL variants, inductive learning generally or performance beyond the paper's examples.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Tom M. Mitchell; Richard M. Keller; Smadar T. Kedar-Cabelli

The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.

Original sources