In addition, the flexible logistic prior enables us to resolve subtle structure underlying a data set.
(ii) Our Bayesian treatment with feature-level priors enabled us to cope better with the uncertainties in the high-dimensional data.
Use of the compositional priors enables us to fuse tissue anatomy into optical images with less restriction than when using a binary segmentation.
The Obama plan would also allow businesses to apply net operating losses from last year to offset tax liabilities from prior years, enabling them to claim refunds from the government now in hopes of encouraging capital investment, much as was done in a 2002 economic stimulus plan.
High-throughput sequencing of cDNA (RNA-Seq) does not rely on prior knowledge, enabling interrogation of all transcripts including potentially novel transcripts uncaptured in Sanger-based sequencing [ 8].
An additional benefit of the Bayesian approach is that the introduction of prior probabilities enables these methods to incorporate prior information to potentially enhance detection [ 13, 15].
This prior approval enables researchers to improve the use of biomaterials in their approved applications, and advance the quality of treatment in a shorter period of time.
Exploiting the duality between the learned coefficients and incomplete prior networks enables more robust model.
Prior experience enables DMs to use stable heuristics that require less effort [40,62].
This prior knowledge enables us to come up with the transition rules for the p53-Mdm2 interastionshown shown in Table 1.
