Computer Science


  Listando 14 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
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Article MultiBaC: A strategy to remove batch effects between different omic data types Ugidos, Manuel; Tarazona, Sonia; Prats-Montalban, Jose M.; Ferrer, Alberto; Conesa, Ana STATISTICAL METHODS IN MEDICAL RESEARCH 0962-2802 (2020) DOI / 10.1177/0962280220907365
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Article Dynamic elementary mode modelling of non-steady state flux data Folch-Fortuny, Abel; Teusink, Bas; Hoefsloot, Huub C. J.; Smilde, Age K.; Ferrer, Alberto BMC SYSTEMS BIOLOGY 1752-0509 (2018) DOI / 10.1186/s12918-018-0589-3 Green published, Gold
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Article On-The-Fly Processing of continuous high-dimensional data streams Vitale, Raffaele; Zhyrova, Anna; Fortuna, Joao F.; de Noord, Onno E.; Ferrer, Alberto; Martens, Harald CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 0169-7439 (2017) DOI / 10.1016/j.chemolab.2016.11.003 Green published
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Article Biomarker comparison and selection for prostate cancer detection in Dynamic Contrast Enhanced-Magnetic Resonance Imaging (DCE-MRI) Aguado-Sarrio, E.; Prats-Montalban, J. M.; Sanz-Requena, R.; Garcia-Marti, G.; Marti-Bonmati, L.; Ferrer, A. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 0169-7439 (2017) DOI / 10.1016/j.chemolab.2017.04.003
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Article How to simulate outliers with the desired properties Gonzalez-Cebrian, Alba; Arteaga, Francisco; Folch-Fortuny, Abel; Ferrer, Alberto CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 0169-7439 (2021) DOI / 10.1016/j.chemolab.2021.104301
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Article Kernel-Partial Least Squares regression coupled to pseudo-sample trajectories for the analysis of mixture designs of experiments Vitale, Raffaele; Palaci-Lopez, Daniel; Kerkenaar, Harmen H. M.; Postma, Geert J.; Buydens, Lutgarde M. C.; Ferrer, Alberto CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 0169-7439 (2018) DOI / 10.1016/j.chemolab.2018.02.002 Green submitted, Green published
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Article Data-driven supervised fault diagnosis methods based on latent variable models: a comparative study Vidal-Puig, Santiago; Vitale, Raffaele; Ferrer, Alberto CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 0169-7439 (2019) DOI / 10.1016/j.chemolab.2019.02.006 Bronze, Green published, Green accepted
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Article Coupling 2D-wavelet decomposition and multivariate image analysis (2D WT-MIA) Li Vigni, Mario; Manuel Prats-Montalban, Jose; Ferrer, Alberto; Cocchi, Marina JOURNAL OF CHEMOMETRICS 0886-9383 (2018) DOI / 10.1002/cem.2970 Green published
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Article PLS model building with missing data: New algorithms and a comparative study Folch-Fortuny, Abel; Arteaga, Francisco; Ferrer, Alberto JOURNAL OF CHEMOMETRICS 0886-9383 (2017) DOI / 10.1002/cem.2897 Green published
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Article Selecting the number of factors in principal component analysis by permutation testingNumerical and practical aspects Vitale, Raffaele; Westerhuis, Johan A.; Naes, Tormod; Smilde, Age K.; de Noord, Onno E.; Ferrer, Alberto JOURNAL OF CHEMOMETRICS 0886-9383 (2017) DOI / 10.1002/cem.2937 Green published
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Article A graphical user interface for PCA-based MSPC: A benchmark software for multivariate statistical process control in MATLAB Villalba, Pedro; Sanchis, Javier; Ferrer, Alberto CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 0169-7439 (2019) DOI / 10.1016/j.chemolab.2018.12.004
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Article Comparison of latent variable-based and artificial intelligence methods for impurity detection in PET recycling from NIR hyperspectral images Galdon-Navarro, Borja; Manuel Prats-Montalban, Jose; Cubero, Sergio; Blasco, Jose; Ferrer, Alberto JOURNAL OF CHEMOMETRICS 0886-9383 (2018) DOI / 10.1002/cem.2980
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Article MVBatch: A matlab toolbox for batch process modeling and monitoring Gonzalez-Martinez, J. M.; Camacho, J.; Ferrer, A. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 0169-7439 (2018) DOI / 10.1016/j.chemolab.2018.11.001
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Article Sparse N-way partial least squares with R package sNPLS Hervas, D.; Prats-Montalban, J. M.; Lahoz, A.; Ferrer, A. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 0169-7439 (2018) DOI / 10.1016/j.chemolab.2018.06.005 Green published

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