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In our tracker, samples and templates are hashed to binary matrices, and the hamming distance is used to measure confidence of candidate samples.
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TOO developed scripts and computational pipelines to facilitate literature extraction, search and visualization of binary matrices; and helped to draft the manuscript.
Let S and T denote n× l and n× m binary matrices, and be referred to as the false aberration profile matrix and the true aberration profile matrix, respectively.
Extensive simulation results show that the sparse binary matrices constructed by the proposed algorithm significantly outperform Gaussian random matrices, random sparse binary matrices and two well-performing deterministic sparse binary matrices.
To test this hypothesis we transformed the metabolic data into a binary matrix and compared the binary and continuous results.
For a document with N words, the observation V is an N×K binary matrix, and h∈{0,1} J are the binary stochastic latent topics.
As such, we evaluate both models using the raw binary matrix (SU) and the IDF-transormed matrix (IDF _SU).
First, from the tertiary matrix two binary matrices with the same dimensions, and, are derived.
The above results for binary matrices show that the lower and upper capacity bounds approach each other asymptotically, and therefore, we have the actual capacity.
The creation of the correlation and binary matrices as well as the expression scaling and prediction model creation and testing was performed using R 3.0.1 [ 34].
The binary matrices (unitary and non-unitary) were encoded as feature vectors.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com