OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Chemometrics is 2. 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 2021-08-01 to 2025-08-01.)

Article	Citations
The difference of model robustness assessment using cross‐validation and bootstrap methods	35
Determination of metal contents in aromatic herbs and spices from Algeria: Chemometric approach	17
Comprehensive Anomaly Score Rank Based Unsupervised Sample Selection Method	16
Data point importance: Information ranking in multivariate data	16
Detection the internal quality of watermelon seeds based on terahertz imaging technology combined with image smoothing and enhancement algorithm	15
Issue Information	15
Robust Multivariate Dispersion Charts for Quality Control: Application to Sulfur Dioxide Monitoring	14
Chemometrics: A Vital Implement for Understanding the Water Structures by Near‐Infrared Spectroscopy	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
Minimum Spanning Tree‐Based Clustering for Chemical Evaluation of Commercial Nail Polish Samples Using Spectroanalytical Data	12
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Detection of talcum powder content in wheat flour by near infrared spectroscopy based on multilevel feature selection	11
Principal Component Analysis: Standardisation	11
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Issue Information	10
Multi‐Block Chemometric Approaches to the Unsupervised Spectral Characterization of Geological Samples	10
A novel two‐phase near‐infrared and midinfrared wavelength selection framework for sample classification	10
Alternative weighting schemes for fine‐tuned extended similarity indices	10
De Novo Design of HIV‐1 Integrase‐LEDGF/p75 Inhibitors Through Deep Reinforcement Learning and Virtual Screening	10
Multimodal Stacked Modeling for Simultaneous Detection of Nutrient Concentrations With Turbidity Correction	9
Issue Information	9
Optimization total phenolic content and antioxidant activity of Saccocalyx satureioides extracts obtained by ultrasonic‐assisted extraction	8
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A chemometrician's guide to transfer learning	8
Assessment of Conformal Prediction and Standard Normal Distribution for Autonomous Consensus One‐Class Classification	8

Issue Information	8
Monte Carlo methods for estimating Mallows's Cp and AIC criteria for PLSR models. Illustration on agronomic spectroscopic NIR data	8
Malt quality profile of barley predicted by near‐infrared spectroscopy using partial least squares, Bayesian regression, and artificial neural network models	8
ATR‐FTIR spectroscopy and chemometric complexity: unfolding the intra‐skeleton variability	8
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Planetary and space science special issue	7
Cover Picture	7
Utilization of ultraviolet‐visible spectrophotometry in conjunction with wrapper method and correlated component regression for nitrite prediction outside the Beer–Lambert domain	7
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Foreword for Special Issue Devoted to the 14th Winter Symposium on Chemometrics (2024)	6
Three‐Way Data Reduction Based on Essential Information	6
Fast Partition‐Based Cross‐Validation With Centering and Scaling for XTX$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{X} $$ and XTY$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{Y} $$	6
Issue Information	6
3D Fluorescence Spectroscopy Combined With Chemometrics as a Tool for Control of Imprinted Protein Purification From Template Molecules	6
Being Aware of Data Leakage and Cross‐Validation Scaling in Chemometric Model Validation	6
Chemometrics as a tool for monitoring corrosion degradation of the selected alloys in real conditions	6
Robust Multiplicative Scatter Correction Using Quantile Regression	6
Two‐step hybrid modeling for variable selection and estimation: An application to quantitative structure activity relationship study	6
Benchtop NIR data standardization on handheld spectrometers to identify paracetamol tablets	6
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Resampling as a Robust Measure of Model Complexity in PARAFAC Models	5
Efficient Wavelength Selection for Limited Near‐Infrared Spectral Data via Genetic Algorithm and Hybrid Regression	5
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A data‐driven soft sensor based on weighted probabilistic slow feature analysis for nonlinear dynamic chemical processes	5
Issue Information	5
Determination of active ingredients in alcohol‐based gel by spectroscopic techniques and chemometric analysis	5
Heavy metal content prediction based on Random Forest and Sparrow Search Algorithm	5
Multisource information fusion strategies of mass spectrometry and Fourier transform infrared spectroscopy data for authenticating the age and parts of Vietnamese ginseng	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
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Issue Information	5
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Decomposition of overlapping peaks in X‐ray fluorescence using improved crow searching algorithm based on opposite learning	4
A synthetic review of some recent extensions of ComDim	4
A reliable algorithm for calculating stoichiometry parameters in the hard modeling of spectrophotometric titration data	4
Adaptive soft sensor modeling of chemical processes based on an improved just‐in‐time learning and random mapping partial least squares	4
A Novel One‐Class Convolutional Autoencoder Combined With Excitation–Emission Matrix Fluorescence Spectroscopy for Authenticity Identification of Food	4
Origin of the OECD Principles for QSAR Validation and Their Role in Changing the QSAR Paradigm Worldwide: An Historical Overview	4
Detection of skin defects in loquats based on grayscale features combined with reflectance, absorbance, and Kubelka–Munk spectra	4
Feature Variable Selection for Near‐Infrared Spectroscopy Based on Simulated Annealing Bee Colony Algorithm	4
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Cover Image	4
Characterisation of Position‐Dependant Ripening Dynamics of Nectarines Using Near‐Infrared Spectroscopy and ASCA	4
Cell Culture Media and Raman Spectra Preprocessing Procedures Impact Glucose Chemometrics	4
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Accurate and Rational Collision Cross Section Prediction Using Voxel‐Projected Area and Deep Learning	3
Issue Information	3

Quantitative Structure–Activity Relationship Modeling Based on Improving Kernel Ridge Regression	3
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Issue Information	3
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Data‐analysis method for material optimization by forecasting long‐term chemical stability	3
Can One Recover the Underlying Spectral Data Matrix From a Given Borgen Plot?	3
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Experimental design optimization and isotherm modeling for removal of copper(II) by calcium‐terephthalate MOF synthesized from recycled PET waste	3
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Who is winning? A comparison of humans versus computers for calibration model building	3
Past, Present and Future of Research in Analytical Figures of Merit	3
Issue Information	3
XAI‐2DCOS: Enhancing Interpretability in Spectral Deep Learning Models Through 2D Correlation Spectroscopy	3
Optimized extraction of Pb (II) and Co (II) with glycolamide mono and di‐ionic liquids using response surface methodology	3
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Unlocking New Capabilities in the Analysis of GC × GC‐TOFMS Data With Shift‐Invariant Multi‐Linearity	2
A tutorial on the analysis of multifactorial designs from one or more data sources using AComDim	2
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Iterative re‐weighted covariates selection for robust feature selection modelling in the presence of outliers (irCovSel)	2
Spatial–Temporal Deviation Analysis for Multivariate Statistical Process Monitoring	2
Methodologies based on ASCA to elucidate the influence of a subprocess: Vinification as a case of study	2
Enhanced Discrimination of Thawed and Nonfrozen Chicken Thighs Using Convex Hull Peeling in Visible Spectral Imaging	2
Issue Information	2
Image‐based characterization of flocculation processes through PLS inspired representation learning in convolutional neural networks	2
Smart Monitoring Solutions for Real‐Time Water pH Regulation in Aquatic Ecotoxicology	2
Automatic peak annotation and area estimation of glycan map peaks directly from chromatograms	2
Influence of a Measurement Procedure and Evaluation of Transflectance Sensing System for Quantifying Sunflower Oil Adulterations in Olive Oil. A Proof of Concept	2
Issue Information	2
Comprehensive multivariate evaluation of the effects on cell phenotypes in multicolor flow cytometry data using ANOVA simultaneous component analysis	2
A brief note on a new faster covariate's selection (fCovSel) algorithm	2
Partial least squares regression with multiple domains	2
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
Toward more efficient and effective color quality control for the large‐scale offset printing process	2
A dynamic sample augmentation Kriging metamodeling method for industrial residue hydrogenation process	2
Automatic pretreatment and multiblock analysis of flavor release and sensory temporal data simultaneously collected in vivo	2
Cover Picture	2
Deep Information Retention Network‐Enabled Data Modeling for Key Quality Indicator Prediction in the Chemical Industry	2
Issue Information	2
Application of chemometrics on Raman spectra from Mars: Recent advances and future perspectives	2
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Performance enhancement‐based active learning sample selection method	2
ASER: Adapted squared error relevance for rare cases prediction in imbalanced regression	2
Issue Information	2
On the Replicability of the Thermodynamic Modeling of Spectroscopic Titration Data in the Nickel(II) En System	2
Introduction to statistical, algorithmic and theoretical basis of principal components analysis	2
limpca: An R package for the linear modeling of high‐dimensional designed data based on ASCA/APCA family of methods	2
Nonparametric Threshold Estimation of Autocorrelated Statistics in Multivariate Statistical Process Monitoring	2
Remembering Prof. Edmund R. Malinowski, 1932–2020 Professor of Chemistry, 1963–1997 Stevens Institute of Technology	2
On a black hole effect in bilinear curve resolution based on least squares	2
Novel Sexalinear Decomposition Algorithm for Analyzing the Chemical Sexalinear Data Array	2
An antioxidative potential‐based comparison of different peanut extraction methods, optimized through response surface methodology	2
Next‐Gen Crop Monitoring: MTEG‐RTU Algorithm and UAV Synergy for Precise Disease Diagnosis	2