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 2021-09-01 to 2025-09-01.)

Article	Citations
Determination of metal contents in aromatic herbs and spices from Algeria: Chemometric approach	37
Detection the internal quality of watermelon seeds based on terahertz imaging technology combined with image smoothing and enhancement algorithm	17
Chemometrics: A Vital Implement for Understanding the Water Structures by Near‐Infrared Spectroscopy	16
Issue Information	16
Minimum Spanning Tree‐Based Clustering for Chemical Evaluation of Commercial Nail Polish Samples Using Spectroanalytical Data	15
The difference of model robustness assessment using cross‐validation and bootstrap methods	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	14
Robust Multivariate Dispersion Charts for Quality Control: Application to Sulfur Dioxide Monitoring	13
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Data point importance: Information ranking in multivariate data	12
Detection of talcum powder content in wheat flour by near infrared spectroscopy based on multilevel feature selection	11
Issue Information	11
A novel two‐phase near‐infrared and midinfrared wavelength selection framework for sample classification	11
Principal Component Analysis: Standardisation	11
Multi‐Block Chemometric Approaches to the Unsupervised Spectral Characterization of Geological Samples	10
Alternative weighting schemes for fine‐tuned extended similarity indices	10
Multimodal Stacked Modeling for Simultaneous Detection of Nutrient Concentrations With Turbidity Correction	10
De Novo Design of HIV‐1 Integrase‐LEDGF/p75 Inhibitors Through Deep Reinforcement Learning and Virtual Screening	10
Malt quality profile of barley predicted by near‐infrared spectroscopy using partial least squares, Bayesian regression, and artificial neural network models	9
Issue Information	9
Assessment of Conformal Prediction and Standard Normal Distribution for Autonomous Consensus One‐Class Classification	8
ATR‐FTIR spectroscopy and chemometric complexity: unfolding the intra‐skeleton variability	8
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Optimization total phenolic content and antioxidant activity of Saccocalyx satureioides extracts obtained by ultrasonic‐assisted extraction	8

Issue Information	8
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A chemometrician's guide to transfer learning	8
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Utilization of ultraviolet‐visible spectrophotometry in conjunction with wrapper method and correlated component regression for nitrite prediction outside the Beer–Lambert domain	7
Cover Picture	7
Planetary and space science special issue	7
A data‐driven soft sensor based on weighted probabilistic slow feature analysis for nonlinear dynamic chemical processes	7
Three‐Way Data Reduction Based on Essential Information	6
Being Aware of Data Leakage and Cross‐Validation Scaling in Chemometric Model Validation	6
Issue Information	6
Spectral Wavelength Selection Method Based on Improved Particle Swarm Optimization Idea and Simulated Annealing Strategy	6
Benchtop NIR data standardization on handheld spectrometers to identify paracetamol tablets	6
Two‐step hybrid modeling for variable selection and estimation: An application to quantitative structure activity relationship study	6
Chemometrics as a tool for monitoring corrosion degradation of the selected alloys in real conditions	6
Issue Information	6
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
Robust Multiplicative Scatter Correction Using Quantile Regression	5
Efficient Wavelength Selection for Limited Near‐Infrared Spectral Data via Genetic Algorithm and Hybrid Regression	5
Issue Information	5
Issue Information	5
Multisource information fusion strategies of mass spectrometry and Fourier transform infrared spectroscopy data for authenticating the age and parts of Vietnamese ginseng	5
Fast Partition‐Based Cross‐Validation With Centering and Scaling for XTX$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{X} $$ and XTY$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{Y} $$	5
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Resampling as a Robust Measure of Model Complexity in PARAFAC Models	5
A reliable algorithm for calculating stoichiometry parameters in the hard modeling of spectrophotometric titration data	5
Issue Information	5
Heavy metal content prediction based on Random Forest and Sparrow Search Algorithm	5
Issue Information	5
3D Fluorescence Spectroscopy Combined With Chemometrics as a Tool for Control of Imprinted Protein Purification From Template Molecules	5
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Foreword for Special Issue Devoted to the 14th Winter Symposium on Chemometrics (2024)	5
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Determination of active ingredients in alcohol‐based gel by spectroscopic techniques and chemometric analysis	5
Decomposition of overlapping peaks in X‐ray fluorescence using improved crow searching algorithm based on opposite learning	4
Feature Variable Selection for Near‐Infrared Spectroscopy Based on Simulated Annealing Bee Colony Algorithm	4
Detection of skin defects in loquats based on grayscale features combined with reflectance, absorbance, and Kubelka–Munk spectra	4
Accurate and Rational Collision Cross Section Prediction Using Voxel‐Projected Area and Deep Learning	4
A Novel One‐Class Convolutional Autoencoder Combined With Excitation–Emission Matrix Fluorescence Spectroscopy for Authenticity Identification of Food	4
Adaptive soft sensor modeling of chemical processes based on an improved just‐in‐time learning and random mapping partial least squares	4
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Cell Culture Media and Raman Spectra Preprocessing Procedures Impact Glucose Chemometrics	4
A synthetic review of some recent extensions of ComDim	4
Origin of the OECD Principles for QSAR Validation and Their Role in Changing the QSAR Paradigm Worldwide: An Historical Overview	4
Cover Image	4
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Characterisation of Position‐Dependant Ripening Dynamics of Nectarines Using Near‐Infrared Spectroscopy and ASCA	4
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Issue Information	3
Issue Information	3
Expanding the Chemometric Data Analysis Toolbox With Immersive Analytics	3
Partial least squares regression with multiple domains	3
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Data‐analysis method for material optimization by forecasting long‐term chemical stability	3
Experimental design optimization and isotherm modeling for removal of copper(II) by calcium‐terephthalate MOF synthesized from recycled PET waste	3
Can One Recover the Underlying Spectral Data Matrix From a Given Borgen Plot?	3
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Issue Information	3
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XAI‐2DCOS: Enhancing Interpretability in Spectral Deep Learning Models Through 2D Correlation Spectroscopy	3
Quantitative Structure–Activity Relationship Modeling Based on Improving Kernel Ridge Regression	3
Sample selection method using near‐infrared spectral information entropy as similarity criterion for constructing and updating peach firmness and soluble solids content prediction models	3
Issue Information	3
Who is winning? A comparison of humans versus computers for calibration model building	3
A tutorial on the analysis of multifactorial designs from one or more data sources using AComDim	3
Introduction to statistical, algorithmic and theoretical basis of principal components analysis	3
Issue Information	3
Optimized extraction of Pb (II) and Co (II) with glycolamide mono and di‐ionic liquids using response surface methodology	3
Past, Present and Future of Research in Analytical Figures of Merit	3
Issue Information	2
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Nonparametric Threshold Estimation of Autocorrelated Statistics in Multivariate Statistical Process Monitoring	2
Application of ATR‐FTIR Spectrum Combined With Ensemble Learning and Deep Learning for Identification of Amomum tsao‐ko at Different Drying Temperatures	2
A chemometrician's guide to transfer learning	2
Swiss knife covariates selection: A unified algorithm for covariates selection in single block, multiblock, multiway, multiway multiblock cases including multiple responses	2
Comprehensive multivariate evaluation of the effects on cell phenotypes in multicolor flow cytometry data using ANOVA simultaneous component analysis	2
Novel Sexalinear Decomposition Algorithm for Analyzing the Chemical Sexalinear Data Array	2
limpca: An R package for the linear modeling of high‐dimensional designed data based on ASCA/APCA family of methods	2
Next‐Gen Crop Monitoring: MTEG‐RTU Algorithm and UAV Synergy for Precise Disease Diagnosis	2
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A brief note on a new faster covariate's selection (fCovSel) algorithm	2
Issue Information	2
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Application of chemometrics on Raman spectra from Mars: Recent advances and future perspectives	2
Enhanced Discrimination of Thawed and Nonfrozen Chicken Thighs Using Convex Hull Peeling in Visible Spectral Imaging	2
On a black hole effect in bilinear curve resolution based on least squares	2
Automatic pretreatment and multiblock analysis of flavor release and sensory temporal data simultaneously collected in vivo	2
Iterative re‐weighted covariates selection for robust feature selection modelling in the presence of outliers (irCovSel)	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
Image‐based characterization of flocculation processes through PLS inspired representation learning in convolutional neural networks	2
Issue Information	2
An antioxidative potential‐based comparison of different peanut extraction methods, optimized through response surface methodology	2
Deep Information Retention Network‐Enabled Data Modeling for Key Quality Indicator Prediction in the Chemical Industry	2
Performance enhancement‐based active learning sample selection method	2
Unlocking New Capabilities in the Analysis of GC × GC‐TOFMS Data With Shift‐Invariant Multi‐Linearity	2
Issue Information	2
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ASER: Adapted squared error relevance for rare cases prediction in imbalanced regression	2
Methodologies based on ASCA to elucidate the influence of a subprocess: Vinification as a case of study	2
Implications of confounding from unmodeled interactions between explanatory variables when using latent variable regression models to make inferences	2
Remembering Prof. Edmund R. Malinowski, 1932–2020 Professor of Chemistry, 1963–1997 Stevens Institute of Technology	2
A dynamic sample augmentation Kriging metamodeling method for industrial residue hydrogenation process	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
Spatial–Temporal Deviation Analysis for Multivariate Statistical Process Monitoring	2
Cover Picture	2
Infrared Spectroscopy and Machine Learning for Classification of Red Stamp Inks on Questioned Documents	2
On the Replicability of the Thermodynamic Modeling of Spectroscopic Titration Data in the Nickel(II) En System	2
Toward more efficient and effective color quality control for the large‐scale offset printing process	2