Mood and Age Predict Cognitive Complaints in Memory Clinic Patients: A Machine-Learning and Linear Modeling Approach. [PDF]
Sander FW +13 more
europepmc +1 more source
Enhancing generalized spectral clustering with embedding Laplacian graph regularization
Abstract An enhanced generalised spectral clustering framework that addresses the limitations of existing methods by incorporating the Laplacian graph and group effect into a regularisation term is presented. By doing so, the framework significantly enhances discrimination power and proves highly effective in handling noisy data.
Hengmin Zhang +5 more
wiley +1 more source
Application of regularized covariance matrices in logistic regression and portfolio optimization. [PDF]
Sun F, Huang X.
europepmc +1 more source
Abstract An effective method for detecting cyberattacks is essential to the security of smart grids (SGs). In SGs, data from both cyber and physical domains can support attack detection. However, existing works insufficiently consider the heterogeneity, high dimensionality, and cross‐domain correlations of multi‐source data, affecting model ...
Qize Gao +5 more
wiley +1 more source
Maximizing spectral sensitivity without compromising resolution in phase-incremented, steady-state solution NMR. [PDF]
Shif M +5 more
europepmc +1 more source
Uncovering hidden bias in neutron diffraction residual strain measurements
This work demonstrates that diffraction‐based residual strain calculations and uncertainty estimates depend on how grain populations are sub‐sampled, with important implications for interpreting residual stresses in heterogeneous materials with fine‐scale microstructure and strain gradients.When calculating residual strain via neutron or X‐ray ...
Cole Franz +4 more
wiley +1 more source
Innovative approach to support therapeutic proteins' similarity in hydrodynamic size using high-throughput dynamic light scattering and forced degradation. [PDF]
Bhirde A +5 more
europepmc +1 more source
The full‐field X‐ray fluorescence imaging method, where a Fresnel zone plate is employed as a coded aperture, was tested for the first time at a beamline, and its corresponding reconstruction code was optimized. It was also employed to perform, also for the first time using full‐field and fluorescence modes, hyperspectral XANES mapping.This study ...
Gautier Landrot +14 more
wiley +1 more source
Physiological pathways linking body conformation and reproductive efficiency in Murciano-Granadina does: A novel regularized canonical correlation perspective. [PDF]
Peláez Caro MP +5 more
europepmc +1 more source
This paper details the complete methodological framework implemented in the MIDAS software for processing high‐energy diffraction microscopy (HEDM) data. We describe the specific algorithms, coordinate systems and physical models used for both far‐field and near‐field HEDM analysis.
Hemant Sharma +2 more
wiley +1 more source

