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In the feature calculation step, 203 descriptor were calculated including 30 constitution descriptors, 44 connectivity indices, 7 kappa indices, 32 Moran auto-correction descriptors, 5 molecular properties, 25 charge descriptors and 60 MOE-Type descriptors.
In this project, we developed the feature calculation sub-module as an online tool [36], which allows users to calculate 783 molecular descriptors from 12 feature groups (see Table 2).
A feature calculation package to process audio files for statistical pattern recognition research.
A C++ library wrapper to Praat, a prosodic feature calculation toolkit.
The third contribution is a 4-stage pipeline structure for feature calculation, which improves the classification speed by 3 times almost without any increase in hardware area.
The novel features we propose are thus based on sound spectral magnitudes that, prior to the feature calculation itself, are Gaussianized by a power law parametrized by a design parameter, α.
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Most notably, current approaches abandon the feature calculations, timing models, and language models of yore, replacing them all with a single deep neural network.
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.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com