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An Adaptive Computational Intelligence Approach to Personalised Health and Immune Age Characterisation from Common Haematological Markers
Using a learning adaptive algorithm, our model provides a risk assessment score that compares an individual's chronological age from birth to an estimation of a biological immune age derived from the score.
Coding-theorem Like Behaviour and Emergence of the Universal Distribution from Resource-bounded Algorithmic Probability
We show that up to 60\% of the simplicity/complexity bias in distributions produced even by the weakest of the computational models can be accounted for by Algorithmic Probability in its approximation to the Universal Distribution.
Rare Speed-up in Automatic Theorem Proving Reveals Tradeoff Between Computational Time and Information Value
We show that strategies implemented in automatic theorem proving involve an interesting tradeoff between execution speed, proving speedup/computational time and usefulness of information.
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