Sentence examples for combined heterogeneous data from inspiring English sources

Overall, the reported meta-analysis approach successfully combined heterogeneous data sets and extracted information of value from individual microarray studies of limited size and statistical power.

The Stokes/Molodensky integral makes it difficult to combine heterogeneous data, while the least squares collocation (LSC) is numerically inefficient in managing cases that involve a large number of point-wise data (Wittwer 2009).

Thus, the aim of this study is to adopt an approach that combines heterogeneous data and extracts different spectral contents from various observational techniques for regional gravity field recovery.

How to combine heterogeneous data sources for reliable prediction of transcriptional regulation is a challenge.

Ondex main strength is the ability to combine heterogeneous data types into one network.

It is the first reported study to combine heterogeneous data including image, genetic and text data for PM detection.

In KL, the similarity-based kernel matrix and the interaction- based Laplacian matrix are combined, which provides a novel approach to combine heterogeneous data structures in clustering analysis.

In summary, we show that the SVM-based classification can be successfully applied for discriminating between MSMG and non-MSMG, whereas combining heterogeneous data types improves learning.

Finally, presenting information that combines heterogeneous data sources which includes VGI data allows the stakeholders, in particular public users, to see how their individual contributions add to the value chain, ultimately creating a reinforcing mechanism that will help to create a self-sustaining community.

Hence, there is a trend of combining heterogeneous data-types to improve classification where the SVM approach is the computational method of choice.

To the best of our knowledge this study is the first that statistically combines heterogeneous microarray data realized with different ruminant host species and infected with different mastitis-causing pathogens.