Titlebook: Big Data Technologies and Applications; 7th International Co Jason J. Jung,Pankoo Kim Conference proceedings 2017 ICST Institute for Comput

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Visualization of Mixed Attributed High-Dimensional Dataset Using Singular Value Decomposition the methods of singular value decomposition were applied for demonstration in reduced dimensions (2 and 3). The data set is then projected to lower dimensions, using the prominent singular values. The proposed methods are tested with datasets from UCI Repository and compared.

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https://doi.org/10.1007/978-3-030-90012-0 on malwares and exploit them in classification. We evaluate our approach through a series of experiments with a real-world dataset labeled by a group of domain experts. The results show our approach is effective and provides reasonable accuracy in malware classification.

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https://doi.org/10.1007/978-1-4615-2712-1rs in the process of applying the algorithm in complex cluster topologies. In order to complete the non-collision channel allocation, a straightforward algorithm which has not completed in the previous studies is proposed. We provide 4 rules for proving the proposed algorithm has no weakness. The re