Sentence examples for data-driven manner from inspiring English sources

In the ongoing the reader will learn how the meter is detected in a data-driven manner using support vector machines (SVMs).

Furthermore, it yields a compromise between Ridge and LASSO regressions, and hence combines a weak (l2-norm) and strong (l1-norm) shrinkage, in an adaptive, data-driven manner.

All these involved designs are performed in the data-driven manner, and thus avoid the information requirement about system drift dynamics.

In the area of BI&A, the following issues are critical but difficult to tackle: (1) How to identify key performance indicators (KPIs) in a data-driven manner?

The model is analyzed from a Bayesian perspective and has the benefit of automatically down-weighting time points close to motion spikes in a data-driven manner.

Further, a method to improve over today's robustness by combining tempo detection, rhythmic feature extraction, meter recognition, and ballroom dance style recognition in a data-driven manner was presented.

In addition to prior knowledge, our approach also employed the LASSO technique [ 46] to select a plausible model in a data driven manner.

For the purpose of assessing the intersection of the top of the two ranked lists in a data driven manner, miTEA asks which prefix [1,…, n1] is enriched in the first n2 elements of π, that is in the set π(1), …,  π(n2).

The purpose of this challenge was to augment and refine the reference map in a species-specific manner using data-driven approaches.

To make way for data-driven quality, we first need to make sense of data.

The CROM strategy is a generalization of the Ulam Galerkin method for the approximation of the finite-rank Perron–Frobenius operator and constitutes a data-driven approach to extract physical mechanisms in an unsupervised manner.