Exploration of Principal Component Analysis: Deriving Principal Component Analysis Visually Using Spectra

Macro-classification of meteorites by portable energy dispersive X-ray fluorescence spectroscopy (pED-XRF), principal component analysis (PCA) and machine learning algorithms

(2020) Ignazio Allegretta et al.   TALANTA

Application of laser-induced breakdown spectroscopy (LIBS) coupled with PCA for rapid classification of soil samples in geothermal areas

(2019) Sitangshu Chatterjee et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Combination of 1H nuclear magnetic resonance spectroscopy and principal component analysis to evaluate the lipid fluidity of flutamide-encapsulated lipid nanoemulsions

(2018) Shigehiko Takegami et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Raman spectroscopy predicts the link between claw keratin and bone collagen structure in a rodent model of oestrogen deficiency

(2018) M. Clare Caraher et al.   BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE

Emulsion phase inversion of model and crude oil systems detected by near-infrared spectroscopy and principal component analysis

(2018) Siller de Oliveira Honse et al.   COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS

Classification of Chinese wine varieties using 1 H NMR spectroscopy combined with multivariate statistical analysis

(2018) Shuangxi Fan et al.   FOOD CONTROL

Detecting urine metabolites related to training performance in swimming athletes by means of Raman spectroscopy and principal component analysis

(2018) Letícia Parada Moreira et al.   JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY

Laboratory spectroscopy of meteorite samples at UV-vis-NIR wavelengths: Analysis and discrimination by principal components analysis

(2018) Antti Penttilä et al.   JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER

In situ detection of live-to-dead bacteria ratio after inactivation by means of synchronous fluorescence and PCA

(2018) Runze Li et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Analysis of Moisture Content in Beetroot using Fourier Transform Infrared Spectroscopy and by Principal Component Analysis

(2018) Noel Nesakumar et al.   Scientific Reports

Detection of plant protein in adulterated milk using nontargeted nano-high-performance liquid chromatography-tandem mass spectroscopy combined with principal component analysis

(2018) Jinhui Yang et al.   Food Science & Nutrition

Mid-infrared fibre evanescent wave spectroscopy of serum allows fingerprinting of the hepatic metabolic status in mice

(2016) Maëna Le Corvec et al.   ANALYST

Vanadium K-Edge X-ray Absorption Spectroscopy as a Probe of the Heterogeneous Lithiation of V2O5: First-Principles Modeling and Principal Component Analysis

(2016) Gregory A. Horrocks et al.   Journal of Physical Chemistry C

Multivariate Analysis for the Processing of Signals

(2014) J.R. Beattie   Oil & Gas Science and Technology-Revue d IFP Energies nouvelles

Estimation of signal backgrounds on multivariate loadings improves model generation in face of complex variation in backgrounds and constituents

(2012) J. Renwick Beattie et al.   JOURNAL OF RAMAN SPECTROSCOPY

SVD-based method for intensity normalization, background correction and solvent subtraction in Raman spectroscopy exploiting the properties of water stretching vibrations

(2011) Jan Palacký et al.   JOURNAL OF RAMAN SPECTROSCOPY

Optimising reproducibility in low quality signals without smoothing; an alternative paradigm for signal processing

(2011) J. Renwick Beattie   JOURNAL OF RAMAN SPECTROSCOPY