Sentence examples for for functional data from inspiring English sources

In functional PCA, we seek a sequence of orthonormal functions, ψ j (t ), that take the role of PCs but for functional data.

In order to resolve this problem, the article proposes an optimization method that uses machine learning techniques for functional data in order to represent the perimeter of the set of feasible functions and to speed up the process of evaluating the restrictions in each iteration of the algorithm.

A novel approach to perform unsupervised sequential learning for functional data is proposed.

At this time (baseline), data on MAP, rectal temperature, and respiratory parameters were collected for functional data analysis (FDA).

Conventional dimension reduction techniques for functional data usually suffer from one or both of the following problems.

The need for functional data may result in a renaissance of biochemical genetics with a new twist in the genomic era.

This study method seems appropriate for investigation of pathogenetic aspects in the primary headaches, particularly for analysis of functional data immediately prior to attack onset.

Anatomical data was acquired with a high resolution T1-weighted three-dimensional (3D) volume (1×1×1 mm3), and used for coregistration of functional data.

Anatomical data were acquired with a high resolution T1-weighted three-dimensional (3D) volume (1 × 1 × 1 mm) and used for coregistration of functional data.

Functional principal component analysis (FPCA) for extracting information from functional data was reported in 51 (60.7%) studies.

To be able to use the provided emotion annotations for an analysis of functional data (fMRI, cardiac trace, etc).