Sentence examples for dimensional data and from inspiring English sources
One major problem is that the image signals are considered to be high dimensional data and thus, solving (1) directly is computationally expensive.
To estimate the correlations for, say Iris Versicolor, one could calculate the MAMSE weights on the four dimensional data and combine the (hat {boldsymbol {rho }}_{i}) matrices accordingly.
Complex systems typically involve the generation of high dimensional data and rely on effective analysis and management of such high-dimensional data.
We have experimented with upto 6144 dimensional data and we can safely claim that it will work for larger datasets too by adjusting the splitfactor.
One of the partitioning techniques we discuss is especially practical for high dimensional data, and our disk and page allocation techniques are optimal with respect to number of I/O accesses and seek times.
Although partial Granger causality is formally formulated for any dimension (see [12] Eq. 5), it leads to numerical instability when used on high dimensional data and we actually only restricted ourselves to the one-dimensional case.
The redundant attribute increases the dimensionality of the high-dimensional data and the complexity of the index structure, decreasing the efficiency of building and retrieving the index structure.
Audio signals are a type of high-dimensional data, and their clustering is critical.
A number of visualization techniques have been developed for exploration of high-dimensional data and clusterings.
Experimental results involve some synthetic low-dimensional data and publicly available benchmark data sets.
