Chemometrics and Intelligent Laboratory Systems

Title Publication Date Language Citations
Robust statistics in data analysis — A review2007/02/01English218
Pre-processing of hyperspectral images. Essential steps before image analysis2012/08/01English215
Biomarker discovery in mass spectral profiles by means of selectivity ratio plot2009/01/01English211
Multivariate image analysis: A review with applications2011/05/01English207
Background removal from spectra by designing and minimising a non-quadratic cost function2005/04/01English203
A variable elimination method to improve the parsimony of MLR models using the successive projections algorithm2008/05/01English197
AXIL-PC, software for the analysis of complex X-ray spectra1986/11/01English196
MVC2: A MATLAB graphical interface toolbox for second-order multivariate calibration2009/04/01English190
Comparative QSARs for antimalarial endochins: Importance of descriptor-thinning and noise reduction prior to feature selection2011/12/01English186
Evolving factor analysis, a new multivariate technique in chromatography1988/03/01English186
Facilitating the application of Support Vector Regression by using a universal Pearson VII function based kernel2006/03/01English186
Accurate prediction of nanofluid viscosity using a multilayer perceptron artificial neural network (MLP-ANN)2016/07/01English183
Multivariate comparison of classification performance measures2018/03/01English181
Support vector machines (SVM) in near infrared (NIR) spectroscopy: Focus on parameters optimization and model interpretation2009/03/01English180
Integral, differential and advanced isoconversional methods2009/04/01English180
Simultaneous analysis of several spectroscopic titrations with self-modelling curve resolution1993/03/01English179
Comparison of linear and nonlinear calibration models based on near infrared (NIR) spectroscopy data for gasoline properties prediction2007/09/01English179
Discriminant analysis of high-dimensional data: a comparison of principal components analysis and partial least squares data reduction methods1996/05/01English179
Review of soft sensor methods for regression applications2016/03/01English177
MVC1: an integrated MatLab toolbox for first-order multivariate calibration2004/10/01English175
On the geometry of SNV and MSC2009/03/01English170
Representative sampling for reliable data analysis: Theory of Sampling2005/05/01English168
Modern practical convolutional neural networks for multivariate regression: Applications to NIR calibration2018/11/01English168
Successive projections algorithm combined with uninformative variable elimination for spectral variable selection2008/04/01English167
Artificial neural networks in classification of NIR spectral data: Design of the training set1996/05/01English166
On the rank deficiency and rank augmentation of the spectral measurement matrix1996/05/01English163
MCR-BANDS: A user friendly MATLAB program for the evaluation of rotation ambiguities in Multivariate Curve Resolution2010/10/01English163
Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy2008/11/01English161
LightGBM-PPI: Predicting protein-protein interactions through LightGBM with multi-information fusion2019/08/01English155
libPLS: An integrated library for partial least squares regression and linear discriminant analysis2018/05/01English152