Results 71 to 80 of about 27,220,972 (292)
Normalization discriminant independent component analysis
, 2013 In face recognition, feature extraction techniques attempts to search for appropriate representation of the data. However, when the feature dimension is larger than the samples size, it brings performance degradation.
Liew, Yee Ping +4 more
core +1 more source
Robust Independent Component Analysis viaMinimum γ-Divergence Estimation [PDF]
, 2014 Independent component analysis (ICA) has been shown to be useful in many applications. However, most ICA methods are sensitive to data contamination.
Pengwen Chen +4 more
core +1 more source
ChemSusChem, Volume 18, Issue 6, March 15, 2025.Perovskite oxide catalysts with reduced Co content, substituted by Fe and Ni, are synthesized and studied for their activity in the oxygen evolution reaction in alkaline media. An increase in the intrinsic catalytic activity (obtained by the (RctCdl)−1 product) of the base material (Ba0.5Gd0.8La0.7Co2O6‐δ) is seen for an as high as 70 % substitution of
Henrik Petlund +6 more
wiley +1 more source
[Independent Components Analysis (ICA) in the study of electroencephalographic signals].
Neurologia (Barcelona, Spain), 2005 Independent Component Analysis (ICA) is a mathematical tool able to separate complex signals in statistically independent components. It solves the blind source separation problem (BSS). The EEG satisfies most of the assumptions of ICA, so it may be an adequate signal for ICA for its use.
E, Urrestarazu, J, Iriarte
openaire +1 more source
Improving fusion of surveillance images in sensor networks using independent component analysis [PDF]
, 2007 In this paper we present a novel algorithm for fusion of multimodal surveillance images, based on ICA, which has an improved performance over sensor networks.
Cvejic, N +6 more
core +2 more sources
Application of Machine Learning Approaches in Electrophoresis—A Comprehensive Review
ELECTROPHORESIS, EarlyView.This review paper highlights key research on the applications of machine learning tools in electrophoresis. ABSTRACT The electrophoretic technique is widely used to analyze and purify charged molecules based on their size, shape, and charge using an electric field for various applications, including DNA fingerprinting, genetic research, disease ...
Umaeer Al Hammad +2 more
wiley +1 more source
Epilepsia Open, EarlyView.Abstract EEG‐based connectivity analysis has emerged as a promising approach for investigating brain network dynamics in clinical epilepsy research. However, the diversity of analytical approaches, preprocessing pipelines, and reporting practices poses challenges to reproducibility and clinical translation.
Naoto Kuroda +6 more
wiley +1 more source
Energy Science &Engineering, EarlyView.This study develops a spatial and technical framework to evaluate hydrokinetic energy potential in the Amazon as a sustainable alternative to diesel‐based systems. By modeling regional resources, we demonstrate that hydrokinetic sources offer a cleaner, economically competitive solution for displacing fossil fuels in remote riverine communities ...
Ana Cláudia Pinto Ferraz +4 more
wiley +1 more source
Extraction of GRACE/GRACE-FO observed mass change patterns across Antarctica via independent component analysis (ICA). [PDF]
Geophys J Int, 2022 Shi T, Fukuda Y, Doi K, Okuno J.
europepmc +1 more source
Equine Veterinary Journal, EarlyView.Abstract Background Dexmedetomidine infusions are beneficial in anaesthetised endotoxaemic horses when administered concurrent to endotoxin, but post‐conditioning effects are unknown. Objectives To evaluate whether a dexmedetomidine infusion is beneficial in horses administered Escherichia coli O55:B5 lipopolysaccharides (LPS) endotoxin prior to ...
Sera Lee +4 more
wiley +1 more source