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Springer 2016:Big Data Analytics Methods and Applications

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    2019-1-1 22:16
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    发表于 2016-11-24 09:04:37 | 显示全部楼层 |阅读模式
    本帖最后由 hcn1985 于 2016-11-24 09:08 编辑


    Contents

    Big Data Analytics: Views from Statistical and Computational
    Perspectives . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1

    Massive Data Analysis: Tasks, Tools, Applications, and Challenges . . . . 11

    Statistical Challenges with Big Data in Management Science . . . . . . . . . 41

    Application of Mixture Models to Large Datasets . . . . . . . . . . . . . . . . . . 57

    An Efficient Partition-Repetition Approach in Clustering
    of Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75

    Online Graph Partitioning with an Affine Message Combining
    Cost Function . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 95

    Big Data Analytics Platforms for Real-Time Applications in IoT . . . . . . 115

    Complex Event Processing in Big Data Systems. . . . . . . . . . . . . . . . . . . . 137

    Unwanted Traffic Identification in Large-Scale University
    Networks: A Case Study. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 163

    Application-Level Benchmarking of Big Data Systems . . . . . . . . . . . . . . 189

    Managing Large-Scale Standardized Electronic Health Records. . . . . . . 201

    Microbiome Data Mining for Microbial Interactions and
    Relationships . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 221

    A Nonlinear Technique for Analysis of Big Data in Neuroscience . . . . . 237

    Big Data and Cancer Research . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259


    Big Data Analytics_ Methods and Applications-Springer India (2016).pdf

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