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This choice alleviates both the need for processing all frames of each shot and the need for computationally expensive statistical and other features calculations.
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This paper presents a novel application of circular domain features calculation based condition monitoring method for low rotational speed slewing bearing.
Integration of the automatic on-line acoustic segmentation system into a continuous speech recognition system based on MFCC (mel-frequency cepstral coefficients) features requires only a small additional computational cost because many of the proposed systemʼs feature calculation procedures are common to the MFCC features calculation procedure.
The next stage contains the feature extraction, i.e., statistical, spectral, multi-resolution and non-linear features calculation.
We also note that Reporter GSEA was computationally much more demanding as opposed to Reporter Features calculation (Additional file 8).
To verify the feasibility of CPCS calculation algorithms on FPGA that does not feature calculations, the simplified LPD calculation algorithm has been implemented in this work.
Although the Fisher-Markov selector in comparison to MFCC reduces the recognition rate slightly, but it will reduce the times of MFCC feature calculations considerably.
For the application of wavelet transforms and the subsequent feature calculations we needed to arrange the metabolic pathways onto a 2-dimensional grid.
Some image feature calculations and the merging of all nuclear image feature data to per duct, per field and per person attribution were accomplished with StatView v 5.01 (Brain Power, Calabasas, CA) software.
We were able to calculate features that define a pre-miRNA for about 4.5 million of extracted hairpins while the remaining 500,000 hairpins had certain not applicable structures for some feature calculations (e.g., having no bonds after extraction and refolding).
In this review, we give representative examples of how systems biology modeling offers strategies toward better understanding of drug synergy, including the protein-protein interaction (PPI) network-based methods, pathway dynamic simulations, synergy network motif recognitions, integrative drug feature calculations, and "omic -supported analyses.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com