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IGLUE: A lattice-based constructive induction system
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2001
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Artificial IntelligenceMultiple Instance LearningEngineeringMachine LearningIbl SystemData ScienceData MiningPattern RecognitionDiscrete MathematicsInstance-based LearningMachine Learning ModelKnowledge DiscoveryComputer ScienceLattice (Order)Automated ReasoningFormal MethodsLattice TheoryLearning Classifier SystemComputability Theory
A machine learning (ML) system which combines lattice-based and instance-based learning (IBL) techniques, is motivated and developed in this paper. We describe an IBL system over lattice theory called IGLUE that significantly improved both the comple