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In order to use Bayesian network for a complex world, this paper proposes a framework to simplify the network structure. The framework consists of ??elimination??, ??segmentation?? and ??aggregation??. To verify the framework, this paper discusses the prediction problem on consumer's preferences for the future products. The numerical experimentation shows how the framework could be applied and how...
A new near detector for the K2K long baseline neutrino experiment, the SciBar, was constructed and started data taking to study neutrino interactions. In K2K, neutrino oscillation is studied by comparing the number of neutrino interactions and energy spectrum between near and far detectors. In order to study neutrino oscillations more precisely, it is necessary to improve the measurement of neutrino...
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