, i The corrections made in this section will be reviewed and approved by journal production editor
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Multivariate analysis in metabolomics, Curr. Metabolomics, vol.1, pp.92-107, 2013. ,
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Independent component analysis, Signal Process, vol.36, pp.287-314, 1994. ,
URL : https://hal.archives-ouvertes.fr/hal-00346684
Testing multiple psychological processes for common neural mechanisms using EEG and independent component analysis, Brain Topogr, vol.31, pp.90-100, 2018. ,
A visual working memory dataset collection with bootstrap Independent Component Analysis for comparison of electroencephalographic preprocessing pipelines, Data Brief, vol.22, pp.787-793, 2018. ,
A review of independent component analysis application to microarray gene expression data, Biotechniques, vol.45, pp.501-520, 2008. ,
Multicomponent quantitative spectroscopic analysis without reference substances based on ICA modelling, Anal. Bioanal. Chem, vol.409, pp.3319-3327, 2017. ,
Direct estimation of dissolved organic carbon using synchronous fluorescence and independent component analysis (ICA): advantages of a multivariate calibration, Environ. Monit. Assess, vol.187, p.703, 2015. ,
Integrating independent component analysis with artificial neural network to analyze overlapping fluorescence spectra of organic pollutants, J. Fluoresc, vol.22, pp.1595-1602, 2012. ,
Discrimination of three dimensional fluorescence spectra based on wavelet analysis and independent component analysis, Spectrochim. Acta A Mol. Biomol. Spectrosc, vol.124, pp.52-58, 2014. ,
3D front face solid-phase fluorescence spectroscopy combined with Independent Components Analysis to characterize organic matter in model soils, Talanta, vol.125, pp.146-152, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01173837
Fluorescence spectroscopy coupled with independent components analysis to monitor molecular changes during heating and cooling of Cantal-type cheeses with different NaCl and KCl contents, J. Sci. Food Agric, vol.98, pp.963-975, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01682204
Detection of orange juice frauds using front-face fluorescence spectroscopy and Independent Components Analysis, Food Chem, vol.168, pp.211-217, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01173943
3D-front-face fluorescence spectroscopy and independent components analysis: a new way to monitor bread dough development, Talanta, vol.147, pp.307-314, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01250500
Independent components analysis applied to 3D-front-face fluorescence spectra of edible oils to study the antioxidant effect of Nigella sativa L. extract on the thermal stability of heated oils, Chemometr. Intell. Lab. Syst, vol.113, pp.32-42, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01004206
Study of the heat stability of sunflower oil enriched in natural antioxidants by different analytical techniques and front-face fluorescence spectroscopy combined with Independent Components Analysis, Talanta, vol.99, pp.323-329, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01004528
Independent components analysis coupled with 3D-front-face fluorescence spectroscopy to study the interaction between plastic food packaging and olive oil, Anal. Chim. Acta, vol.839, pp.14-25, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01186901
Using pH variations to improve the discrimination of wines by 3D front face fluorescence spectroscopy associated to Independent Components Analysis, Talanta, vol.153, pp.278-284, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01349812
Resolving fluorophores by unmixing multispectral fluorescence tomography with independent component analysis, Phys. Med. Biol, vol.59, pp.5025-5042, 2014. ,
Spectrophotometric analysis of polysaccharide/milk protein interactions with methylene blue using Independent Components Analysis, Food Hydrocolloids, vol.43, pp.769-776, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01269247
Oil Adulteration identification by hyperspectral imaging using QHM and ICA, PLoS One, vol.11, p.146547, 2016. ,
A review of blind source separation in NMR spectroscopy, Prog. Nucl. Magn. Reson. Spectrosc, vol.81, pp.37-64, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01060561
Application of ICA to realistically simulated 1 H-MRS data, Brain Behav, vol.5, p.345, 2015. ,
Group independent component analysis of MR spectra, Brain Behav, vol.3, pp.229-242, 2013. ,
Fast and global authenticity screening of honey using 1 H-NMR profiling, Food Chem, vol.189, pp.60-66, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01251255
Independent component analysis (ICA) algorithms for improved spectral deconvolution of overlapped signals in 1H NMR analysis: application to foods and related products, Magn. Reson. Chem, vol.52, pp.231-240, 2014. ,
Standardless multicomponent qNMR analysis of compounds with overlapped resonances based on the combination of ICA and PULCON, Magn. Reson. Chem, vol.53, pp.821-828, 2015. ,
Determination of rice type by 1 H NMR spectroscopy in combination with different chemometric tools, J. Chemom, vol.28, pp.83-92, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01251884
Rapid discrimination of plastic packaging materials using MIR spectroscopy coupled with independent components analysis (ICA), Waste Manag, vol.34, pp.2131-2138, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01173836
Attenuated total reflectance-mid infrared spectroscopy (ATR-MIR) coupled with independent components analysis (ICA): a fast method to determine plasticizers in polylactide (PLA), Talanta, vol.147, pp.569-580, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01219018
Monitoring of marine mucilage formation in Italian seas investigated by infrared spectroscopy and independent component analysis, Environ. Monit. Assess, vol.184, pp.6025-6036, 2012. ,
Independent component analysis and multivariate curve resolution to improve spectral interpretation of complex spectroscopic data sets: application to infrared spectra of marine organic matter aggregates, Microchem. J, vol.118, pp.211-222, 2015. ,
Integration of independent component analysis with near-infrared spectroscopy for analysis of bioactive components in the medicinal plant Gentiana scabra Bunge, J. Food Drug Anal, vol.22, pp.336-344, 2014. ,
Application of Independent Components Analysis with the JADE algorithm and NIR hyperspectral imaging for revealing food adulteration, J. Food Eng, vol.168, pp.7-15, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01250504
Spatiotemporal and time-frequency analysis of functional near infrared spectroscopy brain signals using independent component analysis, J. Biomed. Opt, vol.18, p.106011, 2013. ,
Independent component analysis of broadband near-infrared spectroscopy data acquired on adult human head, Biomed. Opt. Express, vol.3, pp.64-74, 2012. ,
Independent component analysis-based algorithm for automatic identification of Raman spectra applied to artistic pigments and pigment mixtures, Appl. Spectrosc, vol.69, pp.314-322, 2015. ,
Raman hyperspectral imaging in conjunction with independent component analysis as a forensic tool for explosive analysis: the case of an ATM explosion, Talanta, vol.174, pp.628-632, 2017. ,
Discriminating blue ballpoint pens inks in questioned documents by Raman imaging and mean-field approach independent component analysis (MF-ICA), Microchem. J, vol.144, pp.411-418, 2019. ,
Comparison of multivariate analysis methods for extracting the paraffin component from the paraffin-embedded cancer tissue spectra for Raman imaging, Sci. Rep, vol.7, p.44890, 2017. ,
Application of independent component analysis on Raman images of a pharmaceutical drug product: pure spectra determination and spatial distribution of constituents, J. Pharm. Biomed. Anal, vol.90, pp.78-84, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-00948530
Comparison of different chemometric methods to extract chemical and physical information from Raman images of homogeneous and heterogeneous semi-solid pharmaceutical formulations, Int. J. Pharm, vol.552, pp.119-129, 2018. ,
Chemometric approach for fast analysis of prometryn in human hair by GC-MS, J. Sep. Sci, vol.36, pp.2277-2282, 2013. ,
Joint approximate diagonalization of eigenmatrices as a highthroughput approach for analysis of hyphenated and comprehensive two-dimensional gas chromatographic data, J. Chromatogr., A, vol.1524, pp.188-201, 2017. ,
Innovative high-performance liquid chromatography method development for the screening of 19 antimalarial drugs based on a generic approach, using design of experiments, independent component analysis and design space, J. Chromatogr., A, vol.1218, pp.5205-5215, 2011. ,
Compound identification in gas chromatography/mass spectrometry-based metabolomics by blind source separation, J. Chromatogr., A, vol.1409, pp.226-233, 2015. ,
MetICA: independent component analysis for high-resolution mass-spectrometry based non-targeted metabolomics, BMC Bioinf, vol.17, p.114, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01430376
Chemometric analysis of comprehensive two dimensional gas chromatography-mass spectrometry metabolomics data, J. Chromatogr., A, vol.1488, pp.113-125, 2017. ,
Untargeted comprehensive two-dimensional liquid chromatography coupled with high-resolution mass spectrometry analysis of rice metabolome using multivariate curve resolution, Anal. Chem, vol.89, pp.7675-7683, 2017. ,
Combination of liquid chromatography with multivariate curve resolution-alternating leastsquares (MCR-ALS) in the quantitation of polycyclic aromatic hydrocarbons present in paprika samples, J. Agric. Food Chem, vol.64, pp.8254-8262, 2016. ,
Faradaic and capacitive current estimation by means of Independent Components Analysis and 1kHz sampling, Talanta, vol.170, pp.158-164, 2017. ,
Electronic nose based on independent component analysis combined with partial least squares and artificial neural networks for wine prediction, Sensors, vol.12, pp.8055-8072, 2012. ,
Independent component analysis as a pretreatment method for parallel factor analysis to eliminate artefacts from multiway data, Anal. Chim. Acta, vol.589, pp.216-224, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-01273702
Noise reduction in functional near-infrared spectroscopy signals by independent component analysis, Rev. Sci. Instrum, vol.84, p.73106, 2013. ,
Determining the optimal number of independent components for reproducible transcriptomic data analysis, BMC Genomics, vol.18, issue.1, p.712, 2017. ,
URL : https://hal.archives-ouvertes.fr/inserm-02064099
Unsupervised component analysis: PCA, POA and ICA data exploring -connecting the dots, Spectrochim. Acta A Mol. Biomol. Spectrosc, vol.165, pp.69-84, 2016. ,
Determination of the optimal number of components in independent components analysis, Talanta, vol.179, pp.538-545, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01757714
Two novel methods for the determination of the number of components in independent components analysis models, Chemometr. Intell. Lab. Syst, vol.112, pp.24-32, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01004543
Integrating independent component analysis and support vector machine for multivariate process monitoring, Comput. Ind. Eng, vol.59, pp.145-156, 2010. ,
Application of neural networks with novel independent component analysis methodologies to a Prussian blue modified glassy carbon electrode array, Talanta, vol.131, pp.395-403, 2015. ,
A Bayesian inverse solution using independent component analysis, Neural Netw, vol.50, pp.47-59, 2014. ,
Independent components analysis to increase efficiency of discriminant analysis methods (FDA and LDA): application to NMR fingerprinting of wine, Talanta, vol.141, pp.60-65, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01251886
Development of a new regression analysis method using independent component analysis, J. Chem. Inf. Model, vol.48, pp.534-541, 2008. ,
Independent component analysis yields chemically interpretable latent variables in multivariate regression, J. Chem. Inf. Model, vol.45, pp.1244-1255, 2005. ,
Integrating independent component analysis with artificial neural network to analyze overlapping fluorescence spectra of organic pollutants, J. Fluoresc, vol.22, pp.1595-15602, 2012. ,
How many separable sources? Model selection in independent components analysis, PLoS One, vol.10, p.118877, 2015. ,
Multi-resolution independent component analysis for high-performance tumor classification and biomarker discovery, BMC Bioinf, vol.12, p.7, 2011. ,
Cancer classification in microarray data using a hybrid selective independent component analysis and ?-support vector machine algorithm, J. Med. Signals Sens, vol.4, pp.91-298, 2014. ,
Is independent component analysis appropriate for multivariate resolution in analytical chemistry?, Trends Anal. Chem, vol.31, pp.134-143, 2012. ,
Independent components in spectroscopic analysis of complex mixtures, Chemometr. Intell. Lab. Syst, vol.103, pp.108-115, 2010. ,
A new method for independent component analysis with priori information based on multi-objective optimization, J. Neurosci. Methods, vol.283, pp.72-82, 2017. ,
Feature extraction for hyperspectral remote sensing image using weighted PCA-ICA, Arab. J. Geosci, vol.10, p.307, 2017. ,