Homogeneous real gene expression data from any experiment can be used to create a transformed dataset with controlled balanced changes introduced into a portion of the genes measured in the array.
Table 2 lists the currently available Medicago truncatula oligo-microarray experiments, as well as the number of microarrays and the number of transformed datasets integrated into TRUNCATULIX via EMMA.
During the map phase (Lines 7 18), after having read each shift's broadcast partition ranges (Line 6), the received transformed datasets are partitioned into (n times alpha) buckets ((R^{g times i}) and (S^{g times i}), (i=1,ldots,alpha), (g=1,ldots,n), Lines 13 & 18), (alpha) being the number of shifts and n the number of partitions.
After transforming the dataset into the new representation, frequent itemsets based on the sequential amino acid octomer can be found.
PCA transforms the dataset into a new set of variables called principle components to be ranked from the highest to the lowest bases.
The term 'pattern mining' covers a wide variety of techniques that are all designed to transform complex datasets into something more manageable.
Extensive studies have been conducted on identifying characteristics and heuristics of these network types, by transforming these datasets into a network graph.
The National Health Research Institutes transformed these datasets into a research database, entitled NHIRD.
Secondly, we transform the banks' dataset into a regional dataset that permit us to explore the impact of ATM and POS transactions on the demand for currency using a wide range of explanatory factors.
Because only two amendments were needed to transform the entire dataset into a binary format, we manually replaced the entry of these haplotypes in the input file, following the authors' suggestions [ 75].
