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 2021-05-01 to 2025-05-01.)

Article	Citations
H‐type indices with applications in chemometrics I: h‐multiple similarity index	44
Issue Information	32
Minimum Spanning Tree‐Based Clustering for Chemical Evaluation of Commercial Nail Polish Samples Using Spectroanalytical Data	23
Robust Multivariate Dispersion Charts for Quality Control: Application to Sulfur Dioxide Monitoring	16
Chemometrics: A Vital Implement for Understanding the Water Structures by Near‐Infrared Spectroscopy	15
Detection the internal quality of watermelon seeds based on terahertz imaging technology combined with image smoothing and enhancement algorithm	15
Comprehensive Anomaly Score Rank Based Unsupervised Sample Selection Method	14
Ensemble classification and regression techniques combined with portable near infrared spectroscopy for facile and rapid detection of water adulteration in bovine raw milk	13
The difference of model robustness assessment using cross‐validation and bootstrap methods	12
Determination of metal contents in aromatic herbs and spices from Algeria: Chemometric approach	11
Data point importance: Information ranking in multivariate data	10
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Detection of talcum powder content in wheat flour by near infrared spectroscopy based on multilevel feature selection	10
A novel two‐phase near‐infrared and midinfrared wavelength selection framework for sample classification	9
Issue Information	9
Issue Information	9
Principal Component Analysis: Standardisation	9
Alternative weighting schemes for fine‐tuned extended similarity indices	8
A chemometrician's guide to transfer learning	8
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Assessment of Conformal Prediction and Standard Normal Distribution for Autonomous Consensus One‐Class Classification	8
Multimodal Stacked Modeling for Simultaneous Detection of Nutrient Concentrations With Turbidity Correction	7
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ATR‐FTIR spectroscopy and chemometric complexity: unfolding the intra‐skeleton variability	7
Optimization total phenolic content and antioxidant activity of Saccocalyx satureioides extracts obtained by ultrasonic‐assisted extraction	7

Issue Information	7
Multi‐Block Chemometric Approaches to the Unsupervised Spectral Characterization of Geological Samples	7
Monte Carlo methods for estimating Mallows's Cp and AIC criteria for PLSR models. Illustration on agronomic spectroscopic NIR data	7
Robust Multiplicative Scatter Correction Using Quantile Regression	6
A data‐driven soft sensor based on weighted probabilistic slow feature analysis for nonlinear dynamic chemical processes	6
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Malt quality profile of barley predicted by near‐infrared spectroscopy using partial least squares, Bayesian regression, and artificial neural network models	6
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Two‐step hybrid modeling for variable selection and estimation: An application to quantitative structure activity relationship study	5
Green and Rapid Quantification of Ciprofloxacin Hydrochloride and Tylosin Tartrate in Veterinary Formulation using UV Spectrophotometric Method: A Comparative Study of Nature‐Inspired Algorithms for F	5
Chemometrics as a tool for monitoring corrosion degradation of the selected alloys in real conditions	5
Planetary and space science special issue	5
Issue Information	5
Benchtop NIR data standardization on handheld spectrometers to identify paracetamol tablets	5
Foreword for Special Issue Devoted to the 14th Winter Symposium on Chemometrics (2024)	5
Cover Picture	5
Issue Information	5
3D Fluorescence Spectroscopy Combined With Chemometrics as a Tool for Control of Imprinted Protein Purification From Template Molecules	5
Being Aware of Data Leakage and Cross‐Validation Scaling in Chemometric Model Validation	5
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Issue Information	4
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Fast Partition‐Based Cross‐Validation With Centering and Scaling for XTX$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{X} $$ and XTY$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{Y} $$	4
Issue Information	4
Three‐Way Data Reduction Based on Essential Information	4
Resampling as a Robust Measure of Model Complexity in PARAFAC Models	4
Utilization of ultraviolet‐visible spectrophotometry in conjunction with wrapper method and correlated component regression for nitrite prediction outside the Beer–Lambert domain	4
Determination of active ingredients in alcohol‐based gel by spectroscopic techniques and chemometric analysis	4
Multisource information fusion strategies of mass spectrometry and Fourier transform infrared spectroscopy data for authenticating the age and parts of Vietnamese ginseng	4
Efficient Wavelength Selection for Limited Near‐Infrared Spectral Data via Genetic Algorithm and Hybrid Regression	4
Origin of the OECD Principles for QSAR Validation and Their Role in Changing the QSAR Paradigm Worldwide: An Historical Overview	3
Cover Image	3
Cell Culture Media and Raman Spectra Preprocessing Procedures Impact Glucose Chemometrics	3
A reliable algorithm for calculating stoichiometry parameters in the hard modeling of spectrophotometric titration data	3
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Adaptive soft sensor modeling of chemical processes based on an improved just‐in‐time learning and random mapping partial least squares	3
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A synthetic review of some recent extensions of ComDim	3
Decomposition of overlapping peaks in X‐ray fluorescence using improved crow searching algorithm based on opposite learning	3
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Feature Variable Selection for Near‐Infrared Spectroscopy Based on Simulated Annealing Bee Colony Algorithm	3
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Heavy metal content prediction based on Random Forest and Sparrow Search Algorithm	3
Detection of skin defects in loquats based on grayscale features combined with reflectance, absorbance, and Kubelka–Munk spectra	3
A Novel One‐Class Convolutional Autoencoder Combined With Excitation–Emission Matrix Fluorescence Spectroscopy for Authenticity Identification of Food	3
Characterisation of Position‐Dependant Ripening Dynamics of Nectarines Using Near‐Infrared Spectroscopy and ASCA	3
Past, Present and Future of Research in Analytical Figures of Merit	2
Data‐analysis method for material optimization by forecasting long‐term chemical stability	2

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Issue Information	2
Introduction to statistical, algorithmic and theoretical basis of principal components analysis	2
Experimental design optimization and isotherm modeling for removal of copper(II) by calcium‐terephthalate MOF synthesized from recycled PET waste	2
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Performance enhancement‐based active learning sample selection method	2
Partial least squares regression with multiple domains	2
Optimized extraction of Pb (II) and Co (II) with glycolamide mono and di‐ionic liquids using response surface methodology	2
Can One Recover the Underlying Spectral Data Matrix From a Given Borgen Plot?	2
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Who is winning? A comparison of humans versus computers for calibration model building	2
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Sample selection method using near‐infrared spectral information entropy as similarity criterion for constructing and updating peach firmness and soluble solids content prediction models	2
Issue Information	1
Issue Information	1
Image‐based characterization of flocculation processes through PLS inspired representation learning in convolutional neural networks	1
Next‐Gen Crop Monitoring: MTEG‐RTU Algorithm and UAV Synergy for Precise Disease Diagnosis	1
Structured discriminative Gaussian graph learning for multimode process monitoring	1
Application of ATR‐FTIR Spectrum Combined With Ensemble Learning and Deep Learning for Identification of Amomum tsao‐ko at Different Drying Temperatures	1
Iterative re‐weighted covariates selection for robust feature selection modelling in the presence of outliers (irCovSel)	1
A chemometrician's guide to transfer learning	1
Cover Picture	1
Nonparametric Threshold Estimation of Autocorrelated Statistics in Multivariate Statistical Process Monitoring	1
Automatic peak annotation and area estimation of glycan map peaks directly from chromatograms	1
Novel Sexalinear Decomposition Algorithm for Analyzing the Chemical Sexalinear Data Array	1
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Smart Monitoring Solutions for Real‐Time Water pH Regulation in Aquatic Ecotoxicology	1
A dynamic sample augmentation Kriging metamodeling method for industrial residue hydrogenation process	1
A tutorial on the analysis of multifactorial designs from one or more data sources using AComDim	1
Toward more efficient and effective color quality control for the large‐scale offset printing process	1
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Spatial–Temporal Deviation Analysis for Multivariate Statistical Process Monitoring	1
Comparative study using design experiment to assess an anionic dye degradation in aqueous solution through the application of different advanced oxidation processes	1
Methodologies based on ASCA to elucidate the influence of a subprocess: Vinification as a case of study	1
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Remembering Prof. Edmund R. Malinowski, 1932–2020 Professor of Chemistry, 1963–1997 Stevens Institute of Technology	1
Calibration model fusion	1
Application of chemometrics on Raman spectra from Mars: Recent advances and future perspectives	1
Comprehensive multivariate evaluation of the effects on cell phenotypes in multicolor flow cytometry data using ANOVA simultaneous component analysis	1
Deep chemometrics: Validation and transfer of a global deep near‐infrared fruit model to use it on a new portable instrument	1
Unlocking New Capabilities in the Analysis of GC × GC‐TOFMS Data With Shift‐Invariant Multi‐Linearity	1
Deep Information Retention Network‐Enabled Data Modeling for Key Quality Indicator Prediction in the Chemical Industry	1
A brief note on a new faster covariate's selection (fCovSel) algorithm	1
On the Replicability of the Thermodynamic Modeling of Spectroscopic Titration Data in the Nickel(II) En System	1
Issue Information	1
Swiss knife covariates selection: A unified algorithm for covariates selection in single block, multiblock, multiway, multiway multiblock cases including multiple responses	1
Omega‐3 Marine Fatty Acid Supplementation to Healthy Subjects Interacts With Moderate Physical Activity to Provide a Cardiovascular Healthier Lipoprotein Subclass Profile	1
Two new methods for the estimation and interpretation of the range of feasible profiles in multivariate curve resolution and their implications to analytical chemistry	1
Automatic pretreatment and multiblock analysis of flavor release and sensory temporal data simultaneously collected in vivo	1
An antioxidative potential‐based comparison of different peanut extraction methods, optimized through response surface methodology	1
Roadmap for outlier detection in univariate linear calibration in analytical chemistry: Tutorial review	1
Diagnosing indirect relationships in multivariate calibration models	1
On a black hole effect in bilinear curve resolution based on least squares	1
limpca: An R package for the linear modeling of high‐dimensional designed data based on ASCA/APCA family of methods	1
ASER: Adapted squared error relevance for rare cases prediction in imbalanced regression	1
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Implications of confounding from unmodeled interactions between explanatory variables when using latent variable regression models to make inferences	1