OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Chemometrics is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-02-01 to 2025-02-01.)

Article	Citations
Introduction to Bayesian methods	34
Estimating the reliability of predictions in locally weighted partial least‐squares modeling	21
Principal component regression that minimizes the sum of the squares of the relative errors: Application in multivariate calibration models	21
Structured discriminative Gaussian graph learning for multimode process monitoring	16
Semi‐quantification of binary saline solutions by Raman spectroscopy: Implications for Europa	12
An Alignment‐Agnostic Methodology for the Analysis of Designed Separations Data	12
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Determination of metal contents in aromatic herbs and spices from Algeria: Chemometric approach	11
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The difference of model robustness assessment using cross‐validation and bootstrap methods	11
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lrSVD: An efficient imputation algorithm for incomplete high‐throughput compositional data	9
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Two new methods for the estimation and interpretation of the range of feasible profiles in multivariate curve resolution and their implications to analytical chemistry	8
Just‐in‐time latent autoregressive residual generation for dynamic process monitoring	7
H‐type indices with applications in chemometrics II: h‐outlyingness index	7
Comparative study using design experiment to assess an anionic dye degradation in aqueous solution through the application of different advanced oxidation processes	7
Who is winning? A comparison of humans versus computers for calibration model building	7
H‐type indices with applications in chemometrics I: h‐multiple similarity index	7
Editorial	7
Data‐analysis method for material optimization by forecasting long‐term chemical stability	7
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Detection the internal quality of watermelon seeds based on terahertz imaging technology combined with image smoothing and enhancement algorithm	6
Classification of forensic hyperspectral paper data using hybrid spectral similarity algorithms	5
Roadmap for outlier detection in univariate linear calibration in analytical chemistry: Tutorial review	5
Omega‐3 Marine Fatty Acid Supplementation to Healthy Subjects Interacts With Moderate Physical Activity to Provide a Cardiovascular Healthier Lipoprotein Subclass Profile	5
Chemometrics: A Vital Implement for Understanding the Water Structures by Near‐Infrared Spectroscopy	5
Application of ultramicrotomy and infrared imaging to the forensic examination of automotive paint	5
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Shift‐invariant tri‐linearity—A new model for resolving untargeted gas chromatography coupled mass spectrometry data	5
Dual‐constrained and primal‐constrained principal component analysis	5
Detection storage time of mangoes after mild bruise based on hyperspectral imaging combined with deep learning	5
Adjusted Pareto Scaling for Multivariate Calibration Models	4
Influence diagnostics in the inverse Gaussian ridge regression model: Applications in chemometrics	4
Data point importance: Information ranking in multivariate data	4
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The canonical partial least squares approach to analysing multiway datasets—N‐CPLS	4
A prediction model of nonclassical secreted protein based on deep learning	4
Past, Present and Future of Research in Analytical Figures of Merit	4
Response surface experimental design for simultaneous chromatographic determination of two antiviral agents “Favipiravir and Remdesivir” in pharmaceuticals and spiked plasma samples	4
Investigation of the Physiological and Post‐training Effects of Ecdysteroid Supplementation by Multivariate Analysis of the Human Serum Metabolome	4
Ensemble classification and regression techniques combined with portable near infrared spectroscopy for facile and rapid detection of water adulteration in bovine raw milk	3
Chemometric Classification of Motor Oils Using ¹H NMR Spectroscopy With Simultaneous Phase and Baseline Optimization	3
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Predicting pectin performance strength using near‐infrared spectroscopic data: A comparative evaluation of 1‐D convolutional neural network, partial least squares, and ridge regression modeling	3
Principal components analysis with several objects and variables	3
A comprehensive tutorial on data‐driven SIMCA: Theory and implementation in web	3
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Partial least median of squares regression	3
Minimum Spanning Tree‐Based Clustering for Chemical Evaluation of Commercial Nail Polish Samples Using Spectroanalytical Data	3
Robust Multivariate Dispersion Charts for Quality Control: Application to Sulfur Dioxide Monitoring	3
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Application of principal component analysis‐multivariate adaptive regression splines for the determination of surface area in zeolites	3
Detection of talcum powder content in wheat flour by near infrared spectroscopy based on multilevel feature selection	3
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Empirical and statistical p values and Type 1 error rates: Putting it all together	2
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Optimized extraction of Pb (II) and Co (II) with glycolamide mono and di‐ionic liquids using response surface methodology	2
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Mid‐infrared spectroscopy study of aqueous solution of ethylene glycol using chemometrics analysis and two‐dimensional correlation spectroscopy	2
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Visualization of confusion matrices with network graphs	2
Generating realistic infrared spectra using artificial neural networks	2
Detection and prediction of active ingredients in fingerprints of traditional Chinese medicine from a high‐dimensional perspective	2
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Introduction to statistical, algorithmic and theoretical basis of principal components analysis	2
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Dedicated to Edmund R. Malinowski. Secondary, model‐based examination of model‐free analysis results: Making the most of soft‐modelling outcomes	2
Multivariate classification models	2
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Data fusion of multiple‐information strategy based on Fourier transform near infrared spectroscopy and Fourier‐transform mid infrared for geographical traceability of Wolfiporia cocos combined	2
Teach Chemometrics in short course format	2
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On the signal contribution function with respect to different norms	1
A novel eco‐friendly methods for simultaneous determination of aspirin, clopidogrel, and atorvastatin or rosuvastatin in their fixed‐dose combination using chemometric techniques and artificial neural	1
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A novel two‐phase near‐infrared and midinfrared wavelength selection framework for sample classification	1
Alternative weighting schemes for fine‐tuned extended similarity indices	1
SFMD‐X: A New Functional Data Classifier Based on Shrinkage Functional Mahalanobis Distance	1
Testing differences in predictive ability: A tutorial	1
An efficient and accurate numerical determination of the cluster resolution metric in two dimensions	1
Sparse Multiple Factor Analysis, sparse STATIS, and sparse DiSTATIS with applications to sensory evaluation	1
Principal balances of compositional data for regression and classification using partial least squares	1
Principal Component Analysis: Standardisation	1
Combining computer vision and deep learning to classify varieties of Prunus dulcis for the nursery plant industry	1
In honour of Edmund R. Malinowski	1
Noise simulation in classification with the noisemodel R package: Applications analyzing the impact of errors with chemical data	1
A systematic study on the effect of different error structures on pseudo‐univariate and multivariate figures of merit	1
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Chemical identification of microfossils from the 1.88‐Ga Gunflint chert: Towards empirical biosignatures using laser ablation ionization mass spectrometer	1
Analytical Figures of Merit in Univariate, Multivariate, and Multiway Calibration: What Have We Learned? What Do We Still Need to Learn?	1
Decomposition of multi‐component fluorescence spectra by narrow peak method based on principal component analysis	1
A Non‐Linear Model for Multiple Alcohol Intakes and Optimal Designs Strategies	1
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Experimental design optimization and isotherm modeling for removal of copper(II) by calcium‐terephthalate MOF synthesized from recycled PET waste	1
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Monitoring a Coffee Roasting Process Based on Near‐Infrared and Raman Spectroscopy Coupled With Chemometrics	1
Evaluation of Annual Storage on Online Released Compounds in Artemisia argyi Smoke With GC‐MS‐Based Untargeted Metabolomics Coupled With Chemometric Method of AntDAS‐GCMS	1
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Can Angle Measures Be Useful in MCR Analyses?	1
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Dynamic Multiblock Regression for Process Modelling	1
Toward more efficient and effective color quality control for the large‐scale offset printing process	1
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Optimization of ultrasonic‐assisted extraction and purification of flavonoids with biological activities from Ficus Pumila L.	1
Sample selection method using near‐infrared spectral information entropy as similarity criterion for constructing and updating peach firmness and soluble solids content prediction models	1
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Modeling and optimization of malondialdehyde (MDA) absorbance behavior through response surface methodology (RSM) and artificial intelligence network (AIN): An endeavor to estimate lipid peroxidation	1