Other wise, the other HeNBs are assigned to the partitioned set with the probability S m q n F I i as defined in Equation (13).
We can increase | K s | by allocating the HeNBs that generate severe cross-tier interference to the set K p. However, as noted in our centralized scheme, it causes inevitable delay in determining which HeNB should belong to the partitioned set first due to the cross-tier feedback.
In the case of retroviral (MLV) vectors, however, the complement of GT5 has rather to be viewed as a partitioned set consisting of approximately TSS disjoint intervals.
The phylogenies derived from the BI analyses of the gene-partitioned data set (5 partitions) and the gene-codon partitioned data set (15 partitions), did not differ except in arrangement within the Leptocerinae, as indicated by the weak posterior probabilities in the composite majority rule consensus tree in Figure 3.
Similar to phylogenetic analyses, Bayes factors indicated that partitioned data sets are the preferred partitioning scheme, although analyses of partitioned and non-partitioned data sets produced similar results.
Such overestimation in the mitochondrial gene was most pronounced in the unpartitioned data set and less so in the two partitioned data sets.
Analyses with the software MrBayes were performed on the partitioned data sets as described above with independent model optimizations for each partition.
Here, we propose a novel computational framework, namely local network component analysis (LNCA), to exploit data heterogeneity and automatically quantify accurate transcription factor activity (TFA) in practical terms, through integrating the partitioned expression sets (i.e., local information) and prior TF-gene regulatory knowledge.
These partitioned user sets combined with affiliated contextual data and the history of activities allows us to use a context-aware recommender system (e.g. [39, 40]).
When querying against partitioned data sets, independent queries are executed concurrently.
RAxML estimated all free parameters for each of the partitioned data sets.
