Sentence examples for clusters without the from inspiring English sources

"They could be built in clusters, without the impact of typical big boxy houses, and without harming the habitat for birds and animals".

The procedure explores ideas from cluster analysis, but was designed to identify single clusters without the necessity to partition the whole data set into clusters.

The main idea of kernel methods is to map the input data into a high-dimensional space in order to nonlinearly divide the samples into arbitrary clusters without the knowledge of nonlinear mapping explicitly and increasing computational complex.

The hyperglycemia and glucose intolerance in streptozotocin-induced diabetic rats was significantly alleviated after xenotransplantation of islet-like cell clusters, without the use of immunosuppressants.

However, the results from StratomeX are provided as tumor sample clusters without the granularity of identifying specific genes.

Our study demonstrates that specific protein protein interactions result in the formation of macroscopic clusters without the necessity of lipid segregation or actin myosin assembly.

A key aspect of DCSTREAM is the use of dividing samples based on their length within the vector model description which allows the method to capture the general structure of the clusters without requiring the complete cluster data to be stored in memory.

These examples indicate the importance of devising a method for the prediction of SMB gene clusters without using the known motifs of the core genes.

By doing so, the algorithm starts with a set of N singleton clusters without requiring the user to specify the number of clusters.

The genes are distributed among the clusters without regard to the number of model profiles used, and the algorithm takes into account that the time points are ordered and are not independent measurements.

With such a nonlinear transform, the original samples are linearly divided into arbitrary clusters without increasing the computational complex.