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The traditional way of securely and efficiently transmitting redundant data is to first compress the data to reduce the redundancy then encrypt the compressed data.
It would reduce the redundancy information resulting in compact neural network architecture.
Our proposed method applied principal component analysis (PCA) to reduce the redundancy in network topological parameters.
Moreover, the coordinate axes of OMMPS are mutually orthogonal, and the features extracted by OMMPS reduce the redundancy.
However, we can also attempt to reduce the redundancy during quantizer design before the encoding of the bins is performed.
Considering the significant calculation amount in Bayesian diagnosis, optimal evidence source selection is performed to reduce the redundancy.
(2) Associations between classes are made explicit and used to reduce the redundancy and maintain the consistency of the knowledge.
Secondly, all 4×4 mode formula sharing method is proposed to reduce the redundancy of predicting formulas.
To reduce the redundancy in acoustic variables, a principal component analysis (PCA) is used to condense the highly collinear dataset.
This study presents a new method to reduce the redundancy in serial-parallel system with linear constraints.
To reduce the redundancy of the assembly, cd-hit-est was used and transcript number was reduced to 25,234 under 90% sequence identity threshold.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com