Sentence examples for develop novel features from inspiring English sources

The selected approach is to exploit the additional information provided by the signal variation in terms of non-stationarity observed in the TFD; and then, develop novel features extracted from the TFD of the EEG signals using the T-F image processing techniques, for the purpose of detecting the different neonatal abnormalities and classifying the EEG signals.

Recently, a study exploited the additional information provided by signal variations in terms of non-stationarity observed with the T-F approach, and then, developed novel features extracted from the T-F representation of EEG signals for the purpose of classifying them [14 16].

Developed novel feature extraction methods which are extremely robust to noise for both speech and speaker identification tasks.

By optimizing the objective functions iteratively, we develop novel data representation algorithms with feature selection and multiple kernel learning respectively.

We have harnessed this feature to develop novel techniques that enable ordinary LED light bulbs to wirelessly transmit data at speeds many times faster than WiFi routers.

In this article, we develop novel SVM-based methods for classification and feature selection of CGH data.

Attempts to identify the features of this resistance and subsequently develop novel treatments have had modest effects.

Consequently, these MAQC-II gene expression signatures offer a unique opportunity to develop novel meta-analysis strategies that yield a minimum set of features with maximum predictive power.

We think successful cultivation of these parasites will enable us to describe detailed morphological features, to improve specific molecular techniques, and to develop novel treatment choices.

Our model presents important features found in GBM patients and may further be used to help develop novel therapeutic strategies to improve the outcome of GBM patients.

These tumor features emphasize the urgent need to identify molecular markers of prognosis and to develop novel therapeutic agents for this cancer.