Titlebook: Social Network Based Big Data Analysis and Applications; Mehmet Kaya,Jalal Kawash,Min-Yuh Day Book 2018 Springer International Publishing

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Hiding in Plain Sight: The Anatomy of Malicious , on Facebook,daily than benign .. We further identify collusive behavior within a set of malicious . spreading adult and pornographic content. Finally, we attempt to automate the process of detecting malicious Facebook . by extensively experimenting with multiple supervised learning algorithms and multiple featu

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Timelines of Prostate Cancer Biomarkers, popularity. In addition, we provide a tool to examine the increasing or decreasing popularity of gene families with respect to prostate cancer research. Selected biomarkers which have been labelled as emerging in qualitative reviews are evaluated using our approach. We also provide public access to

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Exploring the Role of Intrinsic Nodal Activation on the Spread of Influence in Complex Networks,ngagement on social media platforms. Using additional experiments on a Twitter dataset, we then show how the formulation can be applied to real-world social media datasets. Finally, we derive a centrality metric that takes into account both the mechanisms of activation and provides for an accurate,

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Prepaid or Postpaid? That Is the Question: Novel Methods of Subscription Type Prediction in Mobile labelling approach is able to achieve a classification accuracy of ∼87., which outperforms by ∼7. supervised learning methods using only user attributes. In our second problem, we aim to infer the subscription type of customers of external operators. We propose via approximate methods to solve this

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Combining Feature Extraction and Clustering for Better Face Recognition,lso used Rank Order clustering algorithm which is known for its good accuracy when clustering face images along with other traditional clustering techniques. We evaluated the performance of feature extraction techniques and clustering algorithms using four datasets (JAFFE, AT&T, LFW, and YaleB); eac

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Social Network Based Big Data Analysis and Applications

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Salim Afra,Reda Alhajj groundwater, water treatment, irrigation technologies and water pollution by remains from industry, one of the main environmental problems of our time. The book helps to get to coherent water policies of state978-3-319-37988-3978-3-319-02708-1Series ISSN 0921-092X Series E-ISSN 1872-4663