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  1. No Access

    Chapter and Conference Paper

    LSTM-DAM: Malicious Network Traffic Prediction for Cloud Manufacturing System

    With the rapid development of Internet of Things (IoT), the applications of cloud manufacturing system are growing dramatically, resulting in increasing network heterogeneity and complexity. Network traffic pr...

    Longbo Zhao, Bohu Li, Mu Gu in Edge Computing and IoT: Systems, Management and Security (2023)

  2. No Access

    Chapter and Conference Paper

    A Specialized Probability Density Function for the Input of Mixture of Gaussian Processes

    Mixture of Gaussian Processes (MGP) is a generative model being powerful and widely used in the fields of machine learning and data mining. However, when we learn this generative model on a given dataset, we s...

    Longbo Zhao, **wen Ma in Intelligence Science II (2018)

  3. No Access

    Chapter and Conference Paper

    An Effective Model Selection Criterion for Mixtures of Gaussian Processes

    The Mixture of Gaussian Processes (MGP) is a powerful statistical learning framework in machine learning. For the learning of MGP on a given dataset, it is necessary to solve the model selection problem, i.e.,...

    Longbo Zhao, Ziyi Chen, **wen Ma in Advances in Neural Networks – ISNN 2015 (2015)