Sentence examples for a high dimension of from inspiring English sources

Microarray data has a high dimension of variables but available datasets usually have only a small number of samples, thereby making the study of such datasets interesting and challenging.

Microarray data have a high dimension of variables and a small sample size.

Unlike genomic data, raw MALDI-TOF MS spectral are characterised by a high dimension of noise caused by varying factors, from instrument settings, sample preparation, chemical noise, instrument temperature, and many more.

The language they use to describe their quest may be different, but the intention is the same -- to tap into a higher dimension of knowing and become self-realized.

Due to a tremendous increase in the number of HBO treatments throughout Germany since the recent installation of over 60 new hyperbaric institutions (mainly not attached to hospitals) a higher dimension of incidents is presumed.

For convenience, we represent the i th head sample as a high dimension vector composed of skull and face vectors in the following form: H i = S i F i i = 1, …, N (8).

The analysis of a high dimension dataset is primarily based on comparison of variables or observations, using a variety of similarity measures.

However, the main disadvantage of such representation is a very high dimension of this matrix and sparsity of values in the vector space, resulting in very high requirements on its storage.

In such environments there appear real-time and on-line constraints well-suited to RL algorithms and, at the same time, there exists an extremely high dimension of the state space usually unpractical for RL algorithms but well-suited to evolutionary algorithms.

It suggests that the joint search in a high dimension is converted into a bunch of parallel, independent searches in low dimensions.

In this paper, based on the Grey theory, a novel measurement method in a large volume and high dimension of information system is proposed for vector quantization (VQ) design and applied to image data coding.