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As a starting point of our algorithm, RefSeq was chosen because of the high quality curation and up-to-date annotations.
Unlike many prior works that use a randomly generate vector to seed the initial haplotype, the starting point of our algorithm is not a completely random pair of haplotypes but created using our intelligent distance measure.
In addition, we attempted to predict the cell cycle gene expression data using the co-expression network (which was constructed from the stress-response data and a starting point of our algorithm) directly with the linear regression model.
As previously outlined in the PIGFCM algorithm, the initialization of the class centers was done randomly thus making the starting point of our algorithm consistent with those of the standard FCM and NFCM algorithms.
However, in our implementation, we follow the random initialization scenario (as exactly given in the PIGFCM algorithm outlined above) in order to make the starting point of our algorithm consistent with the standard FCM algorithm and other FCM-based methods for the sake of comparison in the experimental results section.
Similar(55)
The starting point of our study is an algorithm that uses a fuzzy inference system to evaluate motion locally (FMA algorithm).
The starting point of our methods is the same as for classical pressure segregation algorithms used in the Newtonian incompressible Navier Stokes problem.
"That's the starting point of our program.
These limitations are the starting point of our work.
The starting point of our approach is a circuit partitioner.
"This was the starting point of our growth".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com