Multimodal Inductive Reasoning: Combining Rule-Based and Case-Based Learning
Pedro Domingos · 1998
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.