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Analyses in this study were performed in a 'data-driven' way, by means of computational statistics without prior implementation of existing knowledge about functionally related genes and pathways.
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And our implementation gives better performance (area, delay and power) compared to prior implementation of TP in MB algorithm.
The prior implementation – using soft constraints and rewarding edges with prior support instead of penalizing those without – is well-motivated given that interactions in pathway databases are derived from different cell types.
Considering the characteristics such as robustness, the optimal dynamic performance and easy implementation without prior knowledge, the MBPOA-based LQR is a promising control approach for engineering applications.
However, Torkkola [31] recently proposed a method which makes the computation of mutual information feasible by using a quadratic divergence measure that allows an efficient non-parametric implementation, without prior assumptions about class densities.
Among them, Proportional Fair Scheduling (PFS) is among the most well known and has many desirable properties including provable fairness guarantees and suitability for online implementation, that is, without prior knowledge of channel statistics [6].
During the implementation stage, biology instructors without prior SUR-related experience were trained to perform the SUR experiments and were then assigned to teach one experimental and one comparison section (Supplemental Figure S1).
Justice Department Paper The immediate implementation of this interim rule without prior public comment is necessary to prevent the release of aliens who may pose a threat to national security and to provide a clear set of procedural rules of administrative procedure with respect to determining the custody conditions and bond status for aliens during the pendency of removal proceedings.
Differences between the various IDM implementations, i.e. with or without prior weight or HYPR, were small.
"Absent a specific bylaw or lease provision limiting the board's authority to embark on the window replacement project without prior shareholder approval, there is no legal basis for preventing its implementation," Mr. Cholst said.
Furthermore the minimum training requirements for laboratory staff without prior FM experience should be further investigated and close monitoring of LED FM performance post-implementation should be prioritised to ensure the full potential benefits of the technology can be gained in routine practice.
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