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COAUTHORS: Vitale, R.; Zhyrova, A.; Fortuna, J. F.; de Noord, O. E.; Ferrer, A.; Martens, H.
TITLE: On the fly processing of continuous high-dimensional data streams
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 161
PAGES: 118-129
YEAR: 2017
KEY: A
COAUTHORS: Folch-Fortuny, A; Vitale, R.; de Noord, O. E.; Ferrer, A.
TITLE: Calibration transfer between NIR spectrometers: new proposals and a comparative study
EDITORIAL: Elsevier
JOURNAL: Journal of Chemometrics
ISSN: 1099-128X
(ACCEPTED)
KEY: A
COAUTHORS: Vitale, R.; Prats-Montalbán, J. M.; López-García, F.; Blasco, J.; Ferrer, A.
TITLE: Segmentation techniques in image analysis: a comparative study
EDITORIAL: Elsevier
JOURNAL: Journal of Chemometrics
ISSN: 1099-128X
VOLUME: 30
PAGES: 749-758
YEAR: 2016
KEY: A
COAUTHORS: Sales, R. F.; Vitale, R.; de Lima, S. M.; Pimentel, M. F.; Stragevitch, L.; Ferrer, A.
TITLE: Multivariate statistical process control charts for batch monitoring of transesterification reaction for biodiesel production based on near-infrared spectroscopy
EDITORIAL: Elsevier
JOURNAL: Computer & Chemical Engineering
ISSN: 0098-1354
VOLUME: 94
PÁGES: 343-353
YEAR: 2016
KEY: A
COAUTHORS: Prats-Montalbán, J. M.; Aguado-Sarrió, E.; Ferrer, A.
TITLE: Multivariate Curve Resolution for Magnetic Resonance Image Analysis: Applications in Prostate Cancer Biomarkers Development
EDITORIAL: Elsevier
BOOK: Data Handling in Science and Technology Volume 30, Pages 1-649 Resolving Spectral Mixtures With Applications from Ultrafast Time-Resolved Spectroscopy to Super-Resolution Imaging Edited by Cyril Ruckebusch
ISBN: 978-0-444-63638-6
VOLUME: 30
PAGES: 519-550
YEAR: 2016
KEY: CL
COAUTHORS: Folch-Fortuny, A.; Prats-Montalbán, J. M.; Cubero, S.; Blasco, J.; Ferrer, A.
TITLE: VIS/NIR hyperspectral imaging and N-way PLS-DA models for detection of decay lesions in citrus fruits
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 156
PAGES: 241-248
YEAR: 2016
KEY: A
COAUTHORS: Folch-Fortuny, A.; Arteaga, F.; Ferrer, A.
TITLE: Assessment of maximum likelihood PCA missing data imputation
EDITORIAL: Elsevier
JOURNAL: Journal of Chemometrics
ISSN: 1099-128X
VOLUME: 30, (7)
PAGES: 386-393
YEAR: 2016
KEY: A
COAUTHORS: de Moura Françaa, L.; Fernanda Pimentel, M.; da Silva Simões, S.; Grangeiro Jr., S.; Prats-Montalbán, J. M.; Ferrer, A.
TITLE: NIR hyperspectral imaging to evaluate degradation in captopril commercial tablets
EDITORIAL: Elsevier
JOURNAL: European Journal of Pharmaceutics and Biopharmaceutics
ISSN: 0939-6411
VOLUME: 104
PAGES: 180-188
YEAR: 2016
KEY: A
COAUTHORS: Folch-Fortuny, A.; Arteaga, F.; Ferrer, A.
TITLE: Missing Data Imputation Toolbox for MATLAB
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 154
PAGES: 93-100
YEAR: 2016
KEY: A
COAUTHORS: Folch-Fortuny, A.; Marques, R.; Isidro I. A.; Oliveira, R.; Ferrer, A.
TITLE: Principal Elementary Modes Analysis (PEMA)
EDITORIAL: University Press
EDITORIAL: Royal Society of Chemistry
JOURNAL: Molecular BioSystems
ISSN: 1742-2051
VOLUME: 12
PAGES: 737-746
DOI: 10.1039/C5MB00828J
YEAR: 2016
KEY: A
COAUTHORS: Folch-Fortuny, A.; Bosque, G.; Picó J.; Ferrer, A.; Santiago, E.
TITLE: Fusion of genomic, proteomic and phenotypic data: the case of potyviruses
EDITORIAL: Royal Society of Chemistry
JOURNAL: Molecular BioSystems
ISSN: 1742-2051
VOLUME: 12
PAGES: 253-261
DOI: 10.1039/C5MB00507H
YEAR: 2016
KEY: A
COAUTHORS: Vitale, R.; de Noord, O. E.; Ferrer, A.
TITLE: Pseudo-sample based contribution plots: innovative tools for fault diagnosis in kernel-based batch process monitoring
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 149, Part B
PAGES: 40-52
DOI: 10.1016/j.chemolab.2015.09.013
YEAR: 2015
KEY: A
COAUTHORS: Tarazona, S.; Furió-Tarí, P.; Turrà, D.; Di Prieto, A.; Nueda, M. J.; Ferrer, A.; Conesa, A.
TITLE: Data quality aware analysis of differential expression in RNA-seq with NOISeq R/Bioc package
EDITORIAL: Oxford Journals
JOURNAL: Nucleic Acids Research
ISSN: 0305-1048
doi: 10.1093/nar/gkv711
YEAR: 2015
KEY: A
COAUTHORS: Prats-Montalbán, J. M.; Cocchi, M.; Ferrer, A.
TITLE: N-way modelling for wavelet filter determination in Multivariate Image Analysis
EDITORIAL: Elsevier
JOURNAL: Journal of Chemometrics
ISSN: 1099-128X
VOLUME: 29, (6)
PAGES: 379-388
YEAR: 2015
KEY: A
COAUTHORS: Sanz-Requena, R.; Prats-Montalbán, J. M.; Martí-Bonmatí, L.; Alberich-Bayarri, A.; García-Martí, G.; Pérez, R.; Ferrer, A.
TITLE: Automatic individual arterial input function calculated from PCA outperform manual and population-averaged approaches for the pharmacokinetic modeling of DCE-MRI images
EDITORIAL: Wiley
JOURNAL: Journal of Magnetic Resonance Imaging
ISSN: 1522-2586
VOLUME: 42, (2)
PAGES: 477-487
YEAR: 2015
KEY: A
COAUTHORS: Folch-Fortuny, A.; Villaverde, A. F.; Ferrer, A.; Banga, J. R.
TITLE: Enabling network inference methods to handle missing data and outliers
EDITORIAL: BioMed Central (Open Access)
JOURNAL: BMC Bioinformatics
ISSN: 1471-2105
VOLUME: 16, (283)
PAGES: 1-12
YEAR: 2015
KEY: A
COAUTHORS: Folch-Fortuny, A.; Arteaga, F.; Ferrer, A.
TITLE: PCA model building with missing data: new proposals and a comparative study
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 146
PAGES: 77-88
YEAR: 2015
KEY: A
COAUTHORS: Folch-Fortuny, A.; Tortajada M.; Prats-Montalbán, J.M.; LLaneras, F.; Picó, J.; Ferrer, A.
TITLE: MCR-ALS on metabolic networks: obtaining meaningful pathways
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 142
PAGES: 293-303
YEAR: 2015
KEY: A
COAUTHORS: Aguado-Sarrió, E.; Prats-Montalbán, J.M.; Sanz-Requena, R.; Martí-Bonmatí, L.; Alberich-Bayarri, A.; Ferrer, A.
TITLE: Prostate diffusion weighted-magnetic resonance image analysis using Multivariate Curve Resolution methods
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 140
PAGES: 43-48
YEAR: 2015
KEY: A
COAUTHORS: Prats-Montalbán, J. M.; Jérez-Rojo, J.I.; Romanach, R.J.; Ferrer, A.
TITLE: Multivariate image analysis and near infrared chemical imaging for characterisation of micro-mixing in polymeric thin films
EDITORIAL: IM Publications
JOURNAL: NIR news
ISSN: 0960-3360
VOLUME: 25, (6)
PAGES: 4-7
YEAR: 2014
KEY: A
COAUTHORS: Bosque, G.; Folch-Fortuny, A.; Picó, J.; Ferrer, A.; Santiago, E.
TITLE: Topology analysis and visualization of Potyvirus protein-protein interaction network
EDITORIAL: BioMed Central
JOURNAL: BMC Systems Biology
ISSN: 1752-0509
VOLUME: 129, (8)
PAGES: 1-15
YEAR: 2014
KEY: A
COAUTHORS: Prats-Montalbán, J. M.; Ferrer, A.
TITLE: Statistical process control based on multivariate image analysis: a new proposal for monitoring and defect detection
EDITORIAL: Elsevier
JOURNAL: Computers And Chemical Engineering
ISSN: 0098-1354
VOLUME: 71
PAGES: 501-511
YEAR: 2014
KEY: A
COAUTHORS: Silva, C. S.; Pimentel, M. F.; Honorato, R. S.; Pasquini, C.; Prats-Montalbán, J. M.; Ferrer, A.
TITLE: Near infrared hyperspectral imaging for forensic analysis of document forgery
EDITORIAL: Royal Society of Chemistry
JOURNAL: Analyst
ISSN: 0003-2654
VOLUME: 139, (20)
PAGES: 5176-5184
YEAR: 2014
KEY: A
COAUTHORS: Vitale, R.; De Noord, O. E.; Ferrer, A.
TITLE: A kernel-based approach for fault detection in batch process monitoring
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 28, (8)
PAGES: 697-707
YEAR: 2014
KEY: A
COAUTHORS: Kruse, O.M.O.; Prats-Montalbán, J. M.; Indahl, U.G.; Kvaal, K.; Ferrer, A.; Futsaether, C. M.
TITLE: Pixel classification methods for identifying and quantifying leaf surface injury from digital images
EDITORIAL: Elsevier
JOURNAL: Computer and Electronics in Agriculture
ISSN: 0168-1699
VOLUME: 108
PAGES: 155-165
YEAR: 2014
KEY: A
COAUTHORS: Prats-Montalbán, J. M.; Sanz-Requena, R.; Martí-Bonmatí, L.; Ferrer, A.
TITLE: Prostate functional magnetic resonance image analysis using multivariate curve resolution methods
EDITORIAL: Wiley
JOURNAL: Journal of Chemometrics
ISSN: 1099-128X
VOLUME: 28
PAGES: 672-680
YEAR: 2014
KEY: A
COAUTHORS: González-Martínez, J.; de Noord, O. E.; Ferrer, A.
TITLE: Multy-synchro: a novel approach for batch synchronization in scenarios of multiple asynchronisms
EDITORIAL: Wiley
JOURNAL: Journal of Chemometrics
ISSN: 0886-9383
VOLUME: 28
PAGES: 462-475
YEAR: 2014
KEY: A
COAUTHORS: González-Martínez, J.; Vitale, R.; de Noord, O. E.; Ferrer, A.
TITLE: Effect of synchronization on bilinear batch process modeling
EDITORIAL: Elsevier
JOURNAL: Industrial & Engineering Chemistry Research
ISSN: 0888-5885
VOLUME: 53, (11)
PAGES: 4339-4351
YEAR: 2014
KEY: A
COAUTHORS: González-Martínez, J.; Folch-Fortuny, A.; LLaneras, F.; Tortajada, M.; Picó, J.; Ferrer, A.
TITLE: Metabolic flux understanding of Pichia pastoris grown on heterogeneous culture media
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 134
PAGES: 89-99
YEAR: 2014
KEY: A
COAUTHORS: González-Martínez, J.;Camacho, J.; Ferrer, A.
TITLE: Bilinear modelling of batch processes. Part III: Parameter Stability
EDITORIAL: Wiley
JOURNAL: Journal of Chemometrics
ISSN: 0886-9383
VOLUME: 28, (1)
PAGES: 10-27
YEAR: 2014
KEY: A
SIEMENS PROCESS ANALYTICS PRIZE FOR YOUNG SCIENTISTS 2014
COAUTHORS: Camacho, J.; Ferrer, A.
TITLE: Cross-validation in PCA models with the element-wise k-fold (efk) algorithm: Practical Aspects
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 131
PAGES: 37-50
YEAR: 2014
KEY: A
AUTHOR: Alberto Ferrer
TITLE: Latent Structures based-Multivariate Statistical Process Control: a paradigm shift (With Discussion)
EDITORIAL: Marcel Dekker, Inc.
JOURNAL: Quality Engineering
ISSN: 1471-2105
VOLUME: 26, (1)
PAGES: 72-101
YEAR: 2014
KEY: A
COAUTHORS: Julia Kuligowski; David Pérez-Guaita; Javier Escobar; Miguel de la Guardia; Máximo Vento; Alberto Ferrer; Guillermo Quintas
TITLE: Evaluation of the effect of chance correlation on variable selection using Partial Least Squares-Discriminant Analysis
EDITORIAL: Elsevier
JOURNAL: Talanta
ISSN: 0039-9140
VOLUME: 116
PAGES: 835-840
YEAR: 2014
KEY: A
COAUTHORS: Santiago Vidal; Alberto Ferrer
TITLE: A Comparative Study of Different Methodologies for Fault Diagnosis in Multivariate Quality Control
EDITORIAL: Wiley
JOURNAL: Communications in Statistics: Simulations & Computations
ISSN: 0361-0918
VOLUME: 43, (5)
PAGES: 986-1005
YEAR: 2014
KEY: A
COAUTHORS: González-Martínez, J.M.; Westerhuis J.; Ferrer, A.
TITLE: Using warping information for batch process monitoring and fault classification
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 127
PAGES: 210-217
YEAR: 2013
KEY: A
COAUTHORS: Arteaga, F.; Ferrer, A.
TITLE: Building covariance matrices with the desired structure
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 127
PAGES: 80-88
YEAR: 2013
KEY: A
COAUTHORS: Camacho, J.; Ferrer, A.
TITLE: Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: Theoretical aspects
EDITORIAL: Elsevier
JOURNAL: Journal of Chemometrics
ISSN: 0886-9383
VOLUME: 26
PAGES: 361-373
YEAR: 2012
KEY: A
COAUTHORS: Prats-Montalbán, J.M.; Jérez-Rojo J.I.; Romamach, R.J.; Ferrer, A.
TITLE: MIA and NIR Chemical Imaging for pharmaceutical product characterization
EDITORIAL: Elsevier
JOURNAL: Chemometrics and Intelligent Laboratory Systems
ISSN: 0169-7439
VOLUME: 117
PAGES: 240–249
YEAR: 2012
KEY: A
COAUTHORS: Maria José Nueda, Alberto Ferrer, Ana Conesa
TITLE: ARSyN: a method for the identification and removal of systematic noise in multifactorial time-course microarray experiments
EDITORIAL: Oxford University Press
JOURNAL: Biostatistics
ISSN: 1465-4644
VOLUME: 13, (3)
PAGES: 553-566
YEAR: 2012
KEY: A
COAUTHORS: Guillermo Quintas; Nuria Portillo; Juan Carlos García-Cañaveras; Jose Vicente Castell; Alberto Ferrer; Agustin Lahoz
TITLE: Chemometric approaches to improve PLSDA model outcome for predicting human non-alcoholic fatty liver disease using UPLC-MS as a metabolic profiling tool
EDITORIAL: Springer
JOURNAL: Metabolomics
ISSN: 1573-3882
VOLUME: 8, (1)
PAGES: 86-98
YEAR: 2012
KEY: A
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