Chemometrics and Intelligent Laboratory Systems

Papers
(The H4-Index of Chemometrics and Intelligent Laboratory Systems is 31. 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.)
ArticleCitations
Editorial Board131
Joint state and process inputs estimation for state-space models with Student’s t-distribution85
Applicability domain of a calibration model based on neural networks and infrared spectroscopy79
Identifying the antioxidant activity of tripeptides based on sequence information and machine learning76
Solving the missing value problem in PCA by Orthogonalized-Alternating Least Squares (O-ALS)68
Probabilistic machine learning based soft-sensors for product quality prediction in batch processes65
Complexation of cress seed mucilage and β-lactoglobulin; optimization through response surface methodology and adaptive neuro-fuzzy inference system (ANFIS)61
Improved Kernel Entropy Composition Analysis method for transgenic cotton seeds recognition based on Terahertz Spectroscopy59
Smartphone-based colorimetric method for decentralized wastewater treatment monitoring by inexperienced users57
Spectral pre-processing and non-linear calibration with convolutional kernel partial least-squares. Teaching new tricks to an old dog56
Enhancing quantitative 1H NMR model generalizability on honey from different years through partial least squares subspace and optimal transport based unsupervised domain adaptation53
Characterization of uncertainties and model generalizability for convolutional neural network predictions of uranium ore concentrate morphology52
Capturing connectivity information from process flow diagrams by sequential-orthogonalized PLS to improve soft-sensor performance52
SelectWave: A graphical user interface for wavelength selection and spectral data analysis51
Development of a new approach for rapid identification and classification of uranium ore concentrate powders using textural and spectroscopy signatures50
An unsupervised gene selection method based on multivariate normalized mutual information of genes49
Improved salp swarm optimization algorithm based on a robust search strategy and a novel local search algorithm for feature selection problems45
Editorial Board43
Adaptive Artificial Neural Network in near infrared spectroscopy for standard-free calibration transfer38
RKPCA-based approach for fault detection in large scale systems using variogram method38
An evaluation strategy to select and discard sampling preprocessing methods for imbalanced datasets: A focus on classification models38
Estimation of feeding composition content based on novel variable sliding window method and layered data reconciliation with multiple modes36
Estimating the boundaries of the feasible profiles in the bilinear decomposition of multi-component data matrices35
Selecting relevant wavelength intervals for PLS calibration based on absorbance interquartile ranges35
KF-PLS: Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows34
BGA-YOLOX-s: Real-time fine-grained detection of silkworm cocoon defects with a ghost convolution module and a joint multiscale fusion attention mechanism34
BO-densenet: A bilinear one-dimensional densenet network based on multi-scale feature fusion for wood NIR classification32
A piecewise mirror extension local mean decomposition method for denoising of near-infrared spectra with uneven noise32
Dynamic Non-Gaussian hybrid serial modeling for industrial process monitoring32
Quantitative detection of azodicarbonamide in wheat flour by near-infrared spectroscopy based on two-step feature selection32
Extracting information from sensory analysis with the multi-way PARAFAC tool – Examples and possibilities31
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