Sentence examples for high dimension of data from inspiring English sources

Small sample size, poor signal-to-noise ratio (SNR) and high dimension of data make drugs identification a challenging problem.

Therefore, the algorithm requires a lot of time in order to search for the optimal result, especially in high dimension of data and large number of instances.

Regarding the high dimension of data, we used Graphical Clustering Toolkit software for clustering, which involved the use of correlation coefficients and internal similarity among clusters.

The stochastic approach coupled to high dimension of data and large numbers of parameters led the authors to choose an approximate Bayesian computation using as summary statistic the sum of the squared deviations of the average simulated RNA concentration.

However, the main problem of texture analysis of multi-band images is related to the high dimension of the data and its high correlation.

However, one can note, that the major issue arise from our proposed method is related to the high dimension of the data and its high correlation.

The subtractive clustering method has been chosen as the generating FIS method, because of high dimension of the input data.

The high dimension of the genotype data makes their analysis difficult and time-consuming.

Methods BM and PLSR deal with the high dimension of the marker data by assigning different variances or weights to individual markers.

Connectome-wide genome-wide scans have also been conducted, and we review the multivariate methods required to handle the extremely high dimension of the genomic and network data.

The problem of data sparsity and high dimension of VSM after term weighting can be efficiently eliminated using latent semantic analysis/indexing (LSA/LSI) or its probabilistic (pLSA) version that projects terms and documents into a space of co-occurring terms, also by principal component analysis (PCA), based on a singular value or eigen-value decomposition of a term/document matrices [22].