Exploratory analysis of hyperspectral imaging data. A. Olarini, M. Cocchi, L. Duponchel, C. Ruckebusch, Chemometrics and Intelligent Laboratory Systems 252,105174, 2024.

Dealing with missing data blocks in Multivariate Curve resolution. Towards a general framework based on a single factorization model. A Gómez-Sánchez, C. Ruckebusch, R. Tauler, A. de Juan TrAC - Trends in Analytical Chemistry 179, 117869, 2024.

Solving the missing value problem in PCA by Orthogonalized-Alternating Least Squares (O-ALS). A Gómez-Sánchez, R. Vitale, C. Ruckebusch, A. de Juan, Chemometrics and Intelligent Laboratory Systems 250,105153, 2024.

On the factor ambiguity of MCR problems for blockwise incomplete data sets. M. Beese, T. Anderson, M. Sawall, C.Ruckebusch, R. Franke, K. Neymeyr, Chemometrics and Intelligent Laboratory Systems 249,105134, 2024.

 Blind instrument response function identification from fluorescence decays. A Gómez-Sánchez, O. Devos, R. Vitale, M. Sliwa, A. de Juan, J. Enderlein, C. Ruckebusch, Biophysical Reports 4,100155, 2024.

 Per-pixel unmixing of spectrally overlapping fluorophores using intra-exposure excitation modulation. H. Valenta, F. Bierbusse, R. Vitale, C. Ruckebusch, W. Vandenberg, P. Dedecker Talanta 269,125397, 2024.

Superpixels meet essential spectra for fast Raman hyperspectral microimaging. V. Gilet, G. Mabilleau, M. Loumaigne, R Vitale, N. Dobigeon, C Ruckebusch, D. Rousseau A de Juan, Optics Express 32, 932, 2024.

The MCR-ALS Trilinearity Constraint for Data With Missing Values. A Gómez-Sánchez, R Vitale, P Loza-Alvarez, C Ruckebusch, A de Juan, Journal of Chemometrics 191, e3584, 2024.

Study of the photobleaching phenomenon to optimize acquisition of 3D and 4D fluorescence images. A special scenario for trilinear and quadrilinear models. A Gómez-Sánchez, IA Alvarez, P Loza-Alvarez, C Ruckebusch, A de Juan, Microchemical Journal 191, 108899, 2023.

Assessment of essential information in the Fourier domain to accelerate Raman hyperspectral microimaging. . L. Coic, R. Vitale, M. Moreau, H. Goulart, N. Dobigeon, C. Ruckebusch, Analytical Chemistry, 95,15497, 023.

Kernelizing to generate trilinear data from multiexponential signals. A Gomez-Sanches, O. Devos, R. Vitale, A. de Juan C. Ruckebusch, Analytica Chimica Acta, 1273 3415545, 2023.

Class modelling by Soft Independent Modelling Class Analogy: when, how, why? A tutorial. R. Vitale, M. Cocchi, Alessandra Biancolillo, C. Ruckebusch, F. Marini, Analytica Chimica Acta, 1270, 341304, 2023.

29 Weighted Multivariate Curve Resolution Alternating Least Squares based on sample relevance. M. Ahmad, R. Vitale, M. Cocchi, C. Ruckebusch, Journal of Chemometrics, 37, e3478, 2023.

The trilinear constraint adapted to solve data with strong patterns of outlying observations or missing values. A Gomez-Sanches, P. Loza-Alvarez, C. Ruckebusch, A. de Juan, Chemometrics and Intelligent Laboratory Systems, 231, 104692, 2023.

Mutual information map as a new way for exploring the independence of chemically meaningful solutions in two-component analytical data. F.S Hashemi-Nasab, H. Abdollahi, R. Tauler, C. Ruckebusch, H. Parastar, Analytica Chimica Acta, 1277, 340330, 2022.

On a black hole effect in Multivariate Curve Resolution based on least squares. R. Vitale, C. Ruckebusch, Journal of Chemometrics, 37, e3443, 2022.

An active constraint to identify essential spectral information in noisy data. M. Sawall, C. Ruckebusch, M. Beese, A. Pudlik, K. Neymeyr, Analytica Chimica Acta, 1233, 340448, 2022.

Optimising punctual water sampling with an on-the-fly algorithm based on multiparameter high-frequency measurements. J. Mougin, J.P. Superville, C. Ruckebusch, G. Billon, Water research, 221, 118750, 2022.

Fast and simple super-resolution with single images. P. Eilers, C. Ruckebusch, Scientific Reports, 12, 11241, 2022.

Hyperspectral video analysis by motion and intensity preprocessing and subspace autoencoding. R. Vitale, C. Ruckebusch, I. Burud, H. Martens, Frontiers in Chemistry, 10, 818974, 2022.

Hierarchical classification and matching of mid-infrared spectra of paint samples for forensic applications. R. Vitale, G. Spinaci, F. Marini, P. Marion, M. Delcroix, A. Vieillard, O. Devos, C. Ruckebusch, Talanta, 243, 123360, 2022.

A unifying perspective of the ultrafast photo-dynamics of Orange Carotenoid Protein from Synechocystis: peril of high-power excitation, existence of different S* states and influence of tagging. N. Stanislaw; W., Adjélé, L Uriarte, C. Ruckebusch, G. Burdzinski, M. Sliwa, Journal of the American Chemical Society JACS Au, 5, 1084-95, 2022.

Structural Information about the trans-to-cis Isomerization 2 Mechanism of the Photoswitchable Fluorescent Protein rsEGFP2 3 Revealed by Multiscale Infrared Transient Absorption. L. Uriarte, R. Vitale, …, C. Ruckebusch, S. Meech, M. Sliwa, The Journal of Physical Chemistry Letters, 13, 1194-1202, 2022.

Selection of essential spectra to improve multivariate curve resolution of minor compounds in complex pharmaceutical formulations. L. Coic, P.Y. Sacre, A. Dispas, M. Fillet, C. Ruckebusch, P. Hubert, E. Ziemons, Analytica Chimica Acta, 1198, 339532, 2022.

Multilinear slicing for curve resolution of fluorescence images with sequential illumination. D. Cevoli, S. Hugelier, R. Van der Heyden, O. Devos, P. Dedecker, C. Ruckebusch, Talanta, 241, 123231, 2022.

A novel proposal to investigate the interplay between the spatial and spectral domains in near-infrared spectral imaging data by means of image decomposition, encoding and localization (IDEL), M. Ahmad, R. Vitale, C. Ruckebusch, M. Cocchi, Analytica Chimica Acta, 1191, 339285, 2022.

Joint selection of essential pixels and essential variables across hyperspectral images. M. Ghaffari, N. Omidikia, C. Ruckebusch, Analytica Chimica Acta, 1141, 36-46, 2021.

Pixel-based Raman hyperspectral imaging of complex pharmaceutical formulations. L. Coic, P.Y. Sacre, A. Dispas, C. Ruckebusch, P. Hubert, E. Ziemons, Analytica Chimica Acta, 1155, 338361, 2021.

Design of experiment for the optimization of SOFI superresolution microscopy imaging. D. Cevoli, R. Vitale, W. Vandenberg, P. Dedecker, C. Ruckebusch, Biomedical Optics Express, 12, 5, 2617-2630, 2021.

QCL based mid-infrared hyperspectral imaging of multilayer polymer oxygen barrier-films. R. Zimmerleiter, R. Nikzad, C. Ruckebusch, K. Duswald, M. Branstetter, Polymer Testing, 98,107190, 2021.

Assessing the resolution of methyltransferase-mediated DNA optical mapping. L. Dhuis, R. Vitale, R. Ruppeka-Rupeika, C. Ruckebusch, J. Hofkens, ACS Omega, 66,3, 21276-21283, 2021.

Multivariate curve resolution slicing of multi-exponential time-resolved spectroscopy fluorescence data. O. Devos, M. Ghaffari, R. Vitale, M. Sliwa, C. Ruckebusch, Analytical Chemistry, 93,37, 12504-12513, 2021.

Smoothness correction for better SOFI imaging. S. Hugelier, W. Vandenberg, P. Dedecker, C. Ruckebusch, Scientific Reports 11, 1, 7569, 2021.

Perspective on essential information in multivariate curve resolution. C. Ruckebusch, R. Vitale, M. Ghaffari, S. Hugelier, N. Omidikia, Trends in Analytical Chemistry, 132,116044, 2020.

Reaction rate ambiguities for perturbed spectroscopic data: theory and implementation. H. Schroder, C. Ruckebusch, A. Bracher, R. Franke, K. Neymer, Analytica Chimica Acta,1137,170-180, 2020.

A Criterion for Automatic Image Deconvolution with L0-norm Regularization. M. Ahmad, S. Hugelier, R. Vitale, C. Ruckebusch, Journal of Chemometrics, 34,6, e3227, 2020.

Photoswitching mechanism of a fluorescent protein revealed by time-resolved crystallography and transient absorption spectroscopy. J. Woodhouse, G. Kovacs, N. Coquelle, L. Uriarte, Cyril Ruckebusch, …, M. Sliwa, J. Colletier, I. Schlichting, M. Weik, Nature communications, 11, 1, 741, 2020.

ANOVA-Simultaneous Component Analysis of low level-fused spectroscopic data. P. Firmani, C. Ruckebusch, F. Marini, Analytica Chimica Acta, 1125,308-314, 2020.

Exploring local spatial features in hyperspectral images. M. Ahmad, R. Vitale, C. Ruckebusch, M. Cocchi, Journal of Chemometrics, 34, 10, e3295, 2020.

A spatial constraint to model and extract texture components in Multivariate Curve Resolution of near-infrared hyperspectral images.R. Vitale, S. Hugelier, D. Cevoli, C. Ruckebusch, Analytica Chimica Acta, 1095, 30-37, 2020.

Identifying microbiome species by single-molecule super-resolved DNA mapping and resampling statistics. A. Bouwens, J. Deen, R. Vitale, C. Ruckebusch, T. Lasser, J. Hofkens, K. Jansen, NAR Genomics and Bioinformatics 10.1093, 2020.