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Information processing system, network structure learning device, link strength prediction device, link strength prediction method, and program
Information processing system, network structure learning device, link strength prediction device, link strength prediction method, and program
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机译:信息处理系统,网络结构学习装置,链路强度预测装置,链路强度预测方法和程序
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摘要
An information processing system separately generates sample sequences from a posterior distribution of each random variable in a probability model representing the structure of a template network that serves as a template for a plurality of networks whose network structures are to be learned, and from a posterior distribution of each random variable in a probability model representing the structures of the plurality of networks, using learning data and hyperparameters relating to the plurality of networks. Next, the information processing system derives a predictive value of the strength of a link specified by an external variable based on the external variable and on the sample sequences.
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