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In fact, the time duration of the signal is [0, T] and the sampling rate is restricted to 1/T, so that the window sequence can be truncated.
At each step of transcriptional analysis, the possible secondary structures for the window sequence are predicted with mfold.
(C + G) SW represents the sum of C and G occurrences in the sliding window sequence.
A sliding window is passed over the genome, querying the "dictionary" hash table for a probe match using the window sequence as the key.
The expression (A + T + C + G) TOT represents the sum of occurrences of A, T, C and G from the sliding window sequence.
Each position of the window sequence (excluding central lysine) was represented with a vector containing only a value of 1 at one of twenty positions representing the amino acids.
Similar(53)
The sampling scheme in [15] is demonstrated to possess great reconstruction performance with time domain modulation measurement functions constructed by Bernoulli random matrix and Gabor window sequences, such as piecewise spline or B-spline window sequences.
Interestingly, with appropriate weighting coefficients, the exponential reproducing window sequences can be synthesized to a simple exponential function.
It cuts the time domain with modulated window sequences, namely Gabor frames, and recovers exact time locations and shape with CS algorithms.
Once LAIRX has terminated we are assume that the respective window sequences' anomaly indicator has converged almost surely to some target given the cut-off.
The first and main contribution of this paper is introducing the exponential reproducing windows into Gabor sampling scheme and reducing the time domain modulation functions, constructed by appropriately weighted window sequences, to simple exponential functions.
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