9 research outputs found

    Confucius computer: Transforming the future through ancient philosophy

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    10.1145/1401615.1401624ACM SIGGRAPH 2008 New Tech Demos

    Molecular learning of wDNF formulae

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    Abstract. We introduce a class of generalized DNF formulae called wDNF or weighted disjunctive normal form, and present a molecular algorithm that learns a wDNF formula from training examples. Realized in DNA molecules, the wDNF machines have a natural probabilistic semantics, allowing for their application beyond the pure Boolean logical structure of the standard DNF to real-life problems with uncertainty. The potential of the molecular wDNF machines is evaluated on real-life genomics data in simulation. Our empirical results suggest the possibility of building error-resilient molecular computers that are able to learn from data, potentially from wet DNA data.

    Clinical Implications of Methotrexate Pharmacogenetics in Childhood Acute Lymphoblastic Leukaemia

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    Sensitivity Reduction and Robustness

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    Research Progress in Flavonoids as Potential Anticancer Drug Including Synergy with Other Approaches

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