Sentence examples for data decomposition techniques from inspiring English sources

The survey, through the sorting case study, allow us to identify some algorithmic issues and software challenges to master heterogeneous cluster platforms in order to better utilize them: data decomposition techniques, scheduling and load balancing methods.

In this paper, we regard the feature selection as a clustering process with data decomposition technique and propose a novel feature selection method based on the non-negation matrix factorization (NMF).

EMD is a data driven decomposition technique that decomposes a signal from high to low frequencies by generating lower and upper envelops using spline interpolation.

Empirical Mode Decomposition (EMD) is a data-driven decomposition technique that does not assume stationarity.

The paper shows the key role of the different decomposition techniques when exploiting PolSAR data.

Thanks to image decomposition techniques, huge amounts of data can be compressed into tens of shape descriptors with acceptably small distortion.

The other innovation is the use of a predetermined maximum intrinsic time window and cubic spline interpolation technique for the empirical data decomposition method with the aim to decompose a modeless component from nonstationary processes.

The recorded interaction data for the third task was analysed using functional decomposition techniques and used to construct a single activity profile for the task based on the mean results obtained from the participant group.

Multi-polarization amplitude image, phase coherence representations, as well as full polarimetric decomposition techniques complement the conventional SAR amplitude image data and are investigated in order to characterize Oasis' near-subsurface structure.

Furthermore, we find that matrix decomposition techniques also facilitating decoupling of the measured material responses from extrinsic sources present in the data that are instrument specific.

Thereafter, the existing decomposition techniques in the literature are reviewed.