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Tensor-based Big Biometric Data Reduction in Cloud

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When dealing with big biometric data, data reduction becomes a challenge. This article proposes a novel big biometric data reduction solution in the cloud environment, including a big biometric data reduction approach based on tensor decomposition, an incremental big biometric tensor reduction approach, and a secure big biometric data reduction approach, which can significantly reduce big biometric data.

Tensile stressBioinformaticsMatrix decompositionCloud computingSparse matricesDistributed databasesSingular value decomposition

Jun Feng、Laurence T. Yang、Ronghao Zhang

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Huazhong University of Science and Technology and Shenzhen Huazhong University of Science and Technology Research Institute

Huazhong University of Science and Technology, Shenzhen Huazhong University of Science and Technology Research Institute and St. Francis Xavier University

Huazhong University of Science and Technology

2018

IEEE cloud computing

IEEE cloud computing

ISSN:2325-6095
年,卷(期):2018.5(4)
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