OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Chemometrics is 3. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Data point importance: Information ranking in multivariate data	20
Minimum Spanning Tree‐Based Clustering for Chemical Evaluation of Commercial Nail Polish Samples Using Spectroanalytical Data	20
Chemometrics: A Vital Implement for Understanding the Water Structures by Near‐Infrared Spectroscopy	18
Comprehensive Anomaly Score Rank Based Unsupervised Sample Selection Method	18
Detection the internal quality of watermelon seeds based on terahertz imaging technology combined with image smoothing and enhancement algorithm	17
Determination of metal contents in aromatic herbs and spices from Algeria: Chemometric approach	15
Robust Multivariate Dispersion Charts for Quality Control: Application to Sulfur Dioxide Monitoring	15
The difference of model robustness assessment using cross‐validation and bootstrap methods	14
Estimating Maize Canopy Nitrogen and Chlorophyll Content Using CNN‐GRU‐CBAM and Hyperspectral Imagery	14
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Issue Information	13
Ensemble classification and regression techniques combined with portable near infrared spectroscopy for facile and rapid detection of water adulteration in bovine raw milk	13
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De Novo Design of HIV‐1 Integrase‐LEDGF/p75 Inhibitors Through Deep Reinforcement Learning and Virtual Screening	12
A novel two‐phase near‐infrared and midinfrared wavelength selection framework for sample classification	12
Detection of talcum powder content in wheat flour by near infrared spectroscopy based on multilevel feature selection	12
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Principal Component Analysis: Standardisation	11
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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	9
Multimodal Stacked Modeling for Simultaneous Detection of Nutrient Concentrations With Turbidity Correction	9
Issue Information	9
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Alternative weighting schemes for fine‐tuned extended similarity indices	9
ATR‐FTIR spectroscopy and chemometric complexity: unfolding the intra‐skeleton variability	8

Ginseng Seed Variety Identification Based on Hyperspectral Imaging Technology and Transfer Learning	8
Issue Information	8
Optimization total phenolic content and antioxidant activity of Saccocalyx satureioides extracts obtained by ultrasonic‐assisted extraction	8
Multi‐Block Chemometric Approaches to the Unsupervised Spectral Characterization of Geological Samples	8
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Assessment of Conformal Prediction and Standard Normal Distribution for Autonomous Consensus One‐Class Classification	8
Comparison Between Portable and Bench‐Top Near‐Infrared Spectroscopy for Corn Silage Characterization Using Partial Least Square and Support Vector Regression Methods	8
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Issue Information	8
Three‐Way Data Reduction Based on Essential Information	7
Two‐step hybrid modeling for variable selection and estimation: An application to quantitative structure activity relationship study	7
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3D Fluorescence Spectroscopy Combined With Chemometrics as a Tool for Control of Imprinted Protein Purification From Template Molecules	7
A data‐driven soft sensor based on weighted probabilistic slow feature analysis for nonlinear dynamic chemical processes	7
Chemometrics as a tool for monitoring corrosion degradation of the selected alloys in real conditions	7
Planetary and space science special issue	7
Foreword for Special Issue Devoted to the 14th Winter Symposium on Chemometrics (2024)	7
Benchtop NIR data standardization on handheld spectrometers to identify paracetamol tablets	7
Fast Partition‐Based Cross‐Validation With Centering and Scaling for XTX$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{X} $$ and XTY$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{Y} $$	7
Being Aware of Data Leakage and Cross‐Validation Scaling in Chemometric Model Validation	6
Utilization of ultraviolet‐visible spectrophotometry in conjunction with wrapper method and correlated component regression for nitrite prediction outside the Beer–Lambert domain	6
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Issue Information	6
Spectral Wavelength Selection Method Based on Improved Particle Swarm Optimization Idea and Simulated Annealing Strategy	6
Robust Multiplicative Scatter Correction Using Quantile Regression	6
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Issue Information	6
Chemometrics Study to Understand the Interaction of Starch–Protein Mixtures and Food Texture	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	6
Determination of active ingredients in alcohol‐based gel by spectroscopic techniques and chemometric analysis	6
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Resampling as a Robust Measure of Model Complexity in PARAFAC Models	6
Issue Information	5
Efficient Wavelength Selection for Limited Near‐Infrared Spectral Data via Genetic Algorithm and Hybrid Regression	5
A reliable algorithm for calculating stoichiometry parameters in the hard modeling of spectrophotometric titration data	5
Characterisation of Position‐Dependant Ripening Dynamics of Nectarines Using Near‐Infrared Spectroscopy and ASCA	5
Cell Culture Media and Raman Spectra Preprocessing Procedures Impact Glucose Chemometrics	5
Issue Information	5
Application of an ECAM‐ConvNeXt Model With Multichannel Spectrogram Based on Vis–NIR for Soil Property Prediction	5
Cover Image	5
Adaptive soft sensor modeling of chemical processes based on an improved just‐in‐time learning and random mapping partial least squares	5
Issue Information	5
A Novel One‐Class Convolutional Autoencoder Combined With Excitation–Emission Matrix Fluorescence Spectroscopy for Authenticity Identification of Food	5
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Heavy metal content prediction based on Random Forest and Sparrow Search Algorithm	5
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A synthetic review of some recent extensions of ComDim	5
Feature Variable Selection for Near‐Infrared Spectroscopy Based on Simulated Annealing Bee Colony Algorithm	5
Past, Present and Future of Research in Analytical Figures of Merit	4
Accurate and Rational Collision Cross Section Prediction Using Voxel‐Projected Area and Deep Learning	4

Issue Information	4
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Origin of the OECD Principles for QSAR Validation and Their Role in Changing the QSAR Paradigm Worldwide: An Historical Overview	4
Quantitative Structure–Activity Relationship Modeling Based on Improving Kernel Ridge Regression	4
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Detection of skin defects in loquats based on grayscale features combined with reflectance, absorbance, and Kubelka–Munk spectra	4
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XAI‐2DCOS: Enhancing Interpretability in Spectral Deep Learning Models Through 2D Correlation Spectroscopy	4
Can One Recover the Underlying Spectral Data Matrix From a Given Borgen Plot?	4
Performance enhancement‐based active learning sample selection method	3
Comprehensive multivariate evaluation of the effects on cell phenotypes in multicolor flow cytometry data using ANOVA simultaneous component analysis	3
Issue Information	3
A tutorial on the analysis of multifactorial designs from one or more data sources using AComDim	3
Experimental design optimization and isotherm modeling for removal of copper(II) by calcium‐terephthalate MOF synthesized from recycled PET waste	3
Issue Information	3
Automatic peak annotation and area estimation of glycan map peaks directly from chromatograms	3
Next‐Gen Crop Monitoring: MTEG‐RTU Algorithm and UAV Synergy for Precise Disease Diagnosis	3
Novel Sexalinear Decomposition Algorithm for Analyzing the Chemical Sexalinear Data Array	3
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Cover Picture	3
Partial least squares regression with multiple domains	3
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A brief note on a new faster covariate's selection (fCovSel) algorithm	3
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Issue Information	3
Developing Digital Twin Visualizations: A Methodology and Case Study on Chemical Separation Processing	3
An antioxidative potential‐based comparison of different peanut extraction methods, optimized through response surface methodology	3
Influence of a Measurement Procedure and Evaluation of Transflectance Sensing System for Quantifying Sunflower Oil Adulterations in Olive Oil. A Proof of Concept	3
ASER: Adapted squared error relevance for rare cases prediction in imbalanced regression	3
Image‐based characterization of flocculation processes through PLS inspired representation learning in convolutional neural networks	3
Issue Information	3
A dynamic sample augmentation Kriging metamodeling method for industrial residue hydrogenation process	3
Unlocking New Capabilities in the Analysis of GC × GC‐TOFMS Data With Shift‐Invariant Multi‐Linearity	3
Iterative re‐weighted covariates selection for robust feature selection modelling in the presence of outliers (irCovSel)	3
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Expanding the Chemometric Data Analysis Toolbox With Immersive Analytics	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
Toward more efficient and effective color quality control for the large‐scale offset printing process	3
Introduction to statistical, algorithmic and theoretical basis of principal components analysis	3
Issue Information	3
Infrared Spectroscopy and Machine Learning for Classification of Red Stamp Inks on Questioned Documents	3
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limpca: An R package for the linear modeling of high‐dimensional designed data based on ASCA/APCA family of methods	3
On the Replicability of the Thermodynamic Modeling of Spectroscopic Titration Data in the Nickel(II) En System	3
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