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Principal Component Analysis: Methods, Applications, and Technology

• Authors : Gray, Virginia

Subjects: Multivariate analysis; Principal components analysis; Factor analysisMATHEMATICS / Probability & Statistics / General; MATHEMATICS / Applied

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Influencing Factors of Pine Wood Milling Force Based on Principal Component Analysis and Multiple Linear Regression

• Authors : Shen, Bo, Author; Buck, Dietrich, 1990-, Author; Yuan, Ziyi, Author ...

Subjects: principal component analysis (PCA); multiple linear regression (MLR); solid wood processing

• Source: Materials. 19(2)

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Characterizing Auditory Deficits in Veterans With Traumatic Brain Injury: A Principal Component Analysis Approach.

• Authors : Koerner, Tess K.¹ ; Papesh, Melissa A.¹; Gallun, Frederick J.²

• Source: American Journal of Audiology. Jun2026, Vol. 35 Issue 2, p680-690. 11p.

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Denoising Diffusion-Based Image Generation Model Using Principal Component Analysis

• Authors : Song, Myung Keun, Author; Niaz, Asim, Author; Umraiz, Muhammad, Author ...

Subjects: Principal component analysis; Image synthesis; Feature extraction

• Source: IEEE Access. 12:170487-170498

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Early fault detection in gearboxes via dynamic principal component analysis-driven multivariate statistical process control.

• Authors : Pérez-Torres A; Department of Applied Statistics and Operational Research, and Quality, Universitat Politècnica de València, València, Spain.; Grupo de Investigación y Desarrollo en Tecnologías Industriales (GIDTEC), Universidad Politécnica Salesiana, Cuenca, Ecuador.

Subjects: Principal Component Analysis*; Multivariate Analysis ; Vibration

• Source: PloS one [PLoS One] 2026 May 18; Vol. 21 (5), pp. e0348497. Date of Electronic Publication: 2026 May 18 (Print Publication: 2026).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Principal Component Analysis Applied to In-School Inertial Measurement Unit-Derived Data During Physical Activity: A Systematic Review Highlighting Children's Behavioral Patterns.

• Authors : González-Devesa D; Research Group on Physical Activity, Education, and Health (GIAFES), Catholic University of Ávila, 05005 Ávila, Spain.; Rico-González M

Subjects: Exercise*/Exercise*/Exercise*/physiology ; Child Behavior*/Child Behavior*/Child Behavior*/physiology ; Principal Component Analysis*

• Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Apr 20; Vol. 26 (8). Date of Electronic Publication: 2026 Apr 20.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Variable Domain Multivariate Functional Principal Component Analysis

• Authors : Amaro, Pavel Hernández; Durbán, María; Aguilera-Morillo, M. Carmen

Subjects: Methodology

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Hierarchical Probabilistic Principal Component Analysis of Longitudinal Data

• Authors : Zhang, Xinyu; Qaqish, Ameer; Lin, D. Y.

Subjects: Methodology; Applications; Machine Learning

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Robust Principal Component Analysis Techniques for Ground Scene Estimation in SAR Imagery

• Authors : Ramos, Lucas P., Author; Alves, Dimas I., Author; Duarte, Leonardo T., Author ...

Subjects: ground scene estimation; Ground support; Principal component analysis

• Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 16:9697-9710

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A Robust Optimization Approach to Sparse Principal Component Analysis

• Authors : Vävinggren, David; Bach, Francis; Teixeira, André M. H.

Subjects: Machine Learning; Optimization and Control

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