Titlebook: Databases Theory and Applications; 28th Australasian Da Zi Huang,Xiaokui Xiao,Xin Cao Conference proceedings 2017 Springer International Pu

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Mining High-Dimensional CyTOF Data: Concurrent Gating, Outlier Removal, and Dimension Reductionkew distributions have emerged as a promising alternative to the traditional normal mixture modelling. However, these models are not well suited to high-dimensional settings..This paper describes a flexible statistical approach designed for performing, at the same time, unsupervised clustering, dime

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Bruno Zuberbuhler,Stephen Tuft,David Spokescan be easily generalized to join with any number of tables in the master data. We evaluated the performance of all three algorithms, and our results show that the semi-concurrent architecture performs best under the same scenario.

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https://doi.org/10.1007/978-3-030-10696-6ression algorithm which divides the original time series into several components reflecting periodicity and randomness respectively, and then approximates each component accordingly to guarantee overall compression ratio and maximum error. We conduct extensive evaluation on a real world dataset, and

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https://doi.org/10.1007/978-3-030-10696-6over, we propose to cluster line segments and merge redundant trajectory IDs for higher efficiency. Experimental results validate that the proposed method significantly outperforms existing approaches in terms of saving storage cost of data and the query performance.

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https://doi.org/10.1007/978-3-319-52264-7n and hashing learning into a unified learning framework. The learning process ensures the optimal graph to be constructed for subsequent hashing learning, and simultaneously the hashing codes can well preserve similarities of data samples. An effective optimization method is devised to iteratively

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Conference proceedings 2017 2017. ..The 20 full papers presented together with 2 demo papers were carefully reviewed and selected from 32 submissions.?The mission of ADC is to share novel research solutions to problems of today’s information?society that fulfill the needs of heterogeneous applications and environments and to