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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7
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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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0
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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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2
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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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5
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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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2
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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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2
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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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1
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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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1
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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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1
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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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1
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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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2
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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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1
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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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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