E-generalization using grammars
Artificial Intelligence
Predicting numbers: an AI approach to solving number series
KI'11 Proceedings of the 34th Annual German conference on Advances in artificial intelligence
Inductive rule learning on the knowledge level
Cognitive Systems Research
Bounded kolmogorov complexity based on cognitive models
AGI'13 Proceedings of the 6th international conference on Artificial General Intelligence
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The induction of natural number series is a prototypical intelligence test task. We present a system which solves this task semi-analytically. As first step the term structure defining a given number series is guessed. Then the semi-instantiated formula is used to abduct new number series examples which can be solved more easily.