Sentence examples for unified objective from inspiring English sources

We compared its performance with other stabilizers under the same inversion framework through the unified objective functional form of a discrete weighted matrix.

Then, the manifold regularization term is incorporated into a multi-view topic model, resulting in a unified objective function.

A unified objective function with variable design priorities represented by function weights of the two topologies is proposed and examples are illustrated.

This paper investigates semi-supervised learning of mixture models using a unified objective function taking both labeled and unlabeled data into account.

Furthermore, the results of this novel approach resolved the inclusion issue of both continuous and discrete parameters of energy in a unified objective function without threatening the integrity and consistency of the building energy datasets.

Then, a unified objective function is proposed to minimize the summation of these local loss functions over all the data points, so that an optimal predicated label value can be assigned to each data point.

To this end, unified objectives are defined for feature selection, multiple kernel learning, sparse coding, and graph regularization.

3. Every enterprise requires simple, clear, and unifying objectives.

Architects will have to abandon 20th-century specialization and reliance on technology and, with builders and clients, help support grassroots, community-oriented, and globally unifying objectives.

Aiming at making up for this deficiency, we designed a novel classification framework that performs unsupervised optimal feature selection (UOFS) to simultaneously integrate dimensionality reduction, sparse representation, jointly sparse feature extraction and feature selection as well as classification into a unified optimization objective.

OpenTox provides unified and objective validation routines for model and algorithm developers and for external (Q SAR programs.