Multimodal Inductive Reasoning: Combining Rule-Based and Case-Based Learning

نویسنده

  • Pedro Domingos
چکیده

Pedro Domingos Sec. Sistemas, Dept. Eng. Mecfiafica Instituto Superior T6cnico Av. Rovisco Pais Lisbon 1096, Portugal pedrod~gia.ist.utl.pt http://www.gia.ist.utl.pt/~pedrod Multimodal inductive reasoning is the combination of multiple learning paradigms in a single system. This article describes RISE, a combination of rule induction and case-based (or instance-based) learning, and uses experiments with synthetic datasets to investigate what is gained by the multimodai approach relative to the individual ones.

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تاریخ انتشار 2002