Scientific Research Publishing

Souza, T. (2025) Principal Component Analysis (PCA). In: Advanced Statistical Analysis for Soil Scientists, Springer Nature Switzerland, 43-56.

ABSTRACT: Pyrethrum (Chrysanthemum cinerariaefolium L.) is an industrial crop with complex morphology and diverse physico-mechanical properties that jeopardize the optimal design of precision ...
EurekAlert!

Principal component analysis enhances 3D super-resolution microscopy

Inside living cells, mitochondria divide, lysosomes travel, and synaptic vesicles pulse—all in three dimensions (3Ds) and constant motion. Capturing these events with clarity is vital not just for ...
Frontiers

Comparison between compositional data analysis and principal component analysis for identifying dietary patterns associated with hyperuricemia

Background/objectives: Dietary patterns play an important role in regulating serum uric acid (SUA) levels in the body. Recently, compositional data analysis (CoDA) has been proposed as an alternative ...
IEEE

Principal Component Analysis in Space Forms

Abstract: Principal Component Analysis (PCA) is a workhorse of modern data science. While PCA assumes the data conforms to Euclidean geometry, for specific data types, such as hierarchical and cyclic ...
Scientific Research Publishing

Ghosh, D. and Chattopadhyay, P. (2011) Application of Principal Component Analysis (PCA) as a Sensory Assessment Tool for Fermented Food Products. Journal of Food Science and ...

ABSTRACT: Gum Arabic (GA) from Acacia senegal var. kerensis has been approved as an emulsifier, stabilizer, thickener, and encapsulator in food processing industry. Chia mucilage, on the other hand, ...