Sentence examples for dynamic selection methods from inspiring English sources

In addition, we consider five variations of preprocessing methods and four dynamic selection methods.

Moreover, considering different levels of imbalance, dynamic selection methods secure higher ranks than other alternatives.

In this work, we present a dynamic classifier selection method for constructing efficient one-class ensembles.

In this work we propose an algorithm to evolve a robust speech representation, using a dynamic data selection method for reducing the computational cost of the fitness computation while improving the generalisation capabilities.

Faul and Marnane [15] developed statistics-based dynamic EEG channel selection methods to reduce the power consumption in seizure detection, which can be classified as filtering techniques.

The application of the method to the message passing interface libraries achieves a speed-up of 6.8% for the NAS Parallel Benchmarks, and the static and dynamic selection of prediction methods based on profiling results improve the performance.

MS data were acquired with Xcalibur (version 2.1.0.1140) with Mass Tags and Dynamic Exclusion precursor selection methods enabled in global data dependent settings.

A new dynamic selection-based method is developed for integrating the decisions of the individual classifiers.

We conclude that the computational complexity of reserve selection methods for dynamic ecosystems can be much simpler than they first appear.

A strict and adaptive outlier detection method ensures dynamic selection of outliers based on current averages.

For this reason, Zou et al. [79] employed the tentative selection and predictive dynamic selection and switched the appropriate compression method from two different strategies to improve the performance of the compression process.