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Scalable, Intelligent Data Analytics and Learning

  1. Content type: Review

    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

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  2. Content type: Review

    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

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  3. Content type: Review

    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

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  4. Content type: Research

    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

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