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Scalable, Intelligent Data Analytics and Learning

  1. Link prediction is one of the most fundamental tasks in statistical network analysis, for which latent feature models have been widely used. As large-scale networks are available in various application domains...

    Authors: Jun Zhu and Bei Chen
    Citation: Big Data Analytics 2017 2:3
  2. Neuromorphic Engineering has emerged as an exciting research area, primarily owing to the paradigm shift from conventional computing architectures to data-driven, cognitive computing. There is a diversity of w...

    Authors: Sumit Soman, jayadeva and Manan Suri
    Citation: Big Data Analytics 2016 1:15
  3. Clustering is a key data mining task. This is the problem of partitioning a set of observations into clusters such that the intra-cluster observations are similar and the inter-cluster observations are dissimi...

    Authors: Mohammed Ghesmoune, Mustapha Lebbah and Hanene Azzag
    Citation: Big Data Analytics 2016 1:13
  4. Deep learning techniques, particularly convolutional neural networks (CNNs), are poised for widespread application in the research fields of information retrieval and natural language processing. However, ther...

    Authors: Yan Yan, Xu-Cheng Yin, Bo-Wen Zhang, Chun Yang and Hong-Wei Hao
    Citation: Big Data Analytics 2016 1:7