Sentence examples for unsupervised mode from inspiring English sources

This approach has the advantage of providing a useful background model at the very beginning of the video, since it operates in unsupervised mode.

The use of permanently installed fiber Bragg grating (FBG) sensors embedded into the FRP concrete interface or bonded onto the FRP strip together with the proposed methodology results in an automated method able to operate in an unsupervised mode.

The proposed method combines the capability of wavelet transform (WT) to treat transient signals with the ability of auto-associative neural networks to extract features of data sets in an unsupervised mode.

In contrast to the unsupervised mode, two graphs are constructed in the supervised mode.

The model adaptation can operate in either supervised or unsupervised mode.

For the unsupervised mode, the simplest graph structure is to set W ij  = 1.

According to the analysis of the relationships among CritC, σ, k and the clustering accuracy of the five data sets, the proposed algorithm is useful in an unsupervised learning mode.

As in the unsupervised clustering mode, we first extract explicit high-dimensional vector representations from the expression profile encodings.

Alternatively, in the unsupervised analysis mode, three feature rankings are obtained from the pathway expression variance matrix (rows = pathways, columns = samples) by computing the absolute variances across the columns/samples, the magnitude of the loadings in a sparse principal component analysis (Zou and Hastie, 2008) and a recently proposed entropy score (Varshavsky et al., 2006).

"We make it in a fully unsupervised way.

Some popular methods for this approach are LPP and locality preserving discriminant analysis [56] for unsupervised and supervised modes, respectively.