Titlebook: Cloud Computing and Big Data; 7th Conference, JCC& Marcelo Naiouf,Franco Chichizola,Enzo Rucci Conference proceedings 2019 Springer Nature

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1865-0929 La Plata, Buenos Aires, Argentina, in June 2019..The 12 full papers presented were carefully reviewed and selected from a total of 31 submissions. They are dealing with such topics as cloud computing and HPC; Big Data and data intelligence; mobile computing..978-3-030-27712-3978-3-030-27713-0Series ISSN 1865-0929 Series E-ISSN 1865-0937

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Communications in Computer and Information Sciencehttp://image.papertrans.cn/c/image/228421.jpg

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978-3-030-27712-3Springer Nature Switzerland AG 2019

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Heap-Based Algorithms to Accelerate Fingerprint Matching on Parallel Platformssults show an improvement up to 97.15x of speed-up, which is competitive compared to other state-of-the-art algorithms in GPU and FPGA. To the best of our knowledge, this is the first work for fingerprint identification using a Xeon Phi coprocessor.

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An Analysis of Local and Global Solutions to Address Big Data Imbalanced Classification: A Case Studis the SMOTE algorithm, which creates artificial examples according to the neighborhood of each minority class instance..In this work, our objective is to analyze the SMOTE behavior in Big Data as a function of some key aspects such as the oversampling degree, the neighborhood value and, specially,

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Measuring (in)variances in Convolutional Networksases with and without rotational data augmentation. Experiments reveal that rotation (in)variance of CNN outputs is class conditional. A distribution analysis also shows that lower layers are the most invariant, which seems to go against previous guidelines that recommend placing invariances near th

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