ArtículosAño
Colucci, D.; Prats-Montalbán, José Manuel; Fisore, D.; Ferrer, Alberto. (2019) Application of multivariate image analysis for on-line monitoring of a freeze-drying process for pharmaceutical products in vials. Chemometrics and Intelligent Laboratory Systems (187)19 - 27. 10.1016/j.chemolab.2019.02.0042019
Hervás-Marín, David; Prats-Montalbán, José Manuel; Garcia-Cañaveras, J.C. ; Lahoz Rodríguez, Agustín Gerardo; Ferrer, Alberto. (2019) Sparse N-way Partial Least Squares by L1-penalization. Chemometrics and Intelligent Laboratory Systems (185)85 - 91. 10.1016/j.chemolab.2019.01.0042019
Vidal-Puig, Santiago; Vitale, Raffaele; Ferrer, Alberto. (2019) Data-driven supervised fault diagnosis methods based on latent
variable models: a comparative study
. Chemometrics and Intelligent Laboratory Systems, Abril (187), 41 - 52. 10.1016/j.chemolab.2019.02.006
2019
Abel Folch-Fortuny; Teusink, Bas; Hoefsloot, Huub C.J.; Age Smilde; Ferrer, Alberto. (2018) Dynamic elementary mode modelling of non-steady state flux data. BMC Systems Biology, 71 (12), 1 - 15. 10.1186/s12918-018-0589-32018
Arroyo-Crespo; Armiñán, Ana; Charbonnier; Balzano-Nogueira; Huertas-López; Marti, C. ... Maria Jesus Vicent Docon. (2018) Tumor microenvironment-targeted poly-L-glutamic acid-based combination conjugate for enhanced triple negative breast cancer treatment. Biomaterials - .2018
Borja Galdón-Navarro; Prats-Montalbán, José Manuel; Cubero-García, Sergio; Blasco Ivars, Jose; Ferrer, Alberto. (2018) Comparison of latent variable-based and artificial intelligence methods for impurity detection in PET recycling from NIR hyperspectral images. Journal of Chemometrics, 1 (32), 1 - 14.2018
Cubero-García, Sergio; Albert Gil, Francisco Eugenio; Prats-Montalbán, José Manuel; Fernandez-Pacheco, Daniel G.; Blasco Ivars, Jose; Aleixos Borrás, María Nuria. (2018) Application for the estimation of the standard citrus colour index (CCI) using image processing in mobile devices. Biosystems Engineering (167)63 - 74. 10.1016/j.biosystemseng.2017.12.0122018
Delaye; Ruiz Ruiz, Susana; Calderon; Tarazona Campos, Sonia; A. Conesa; Andrés Moya . (2018) Evidence of the Red-Queen hypothesis from accelerated rates of evolution of genes involved in biotic interactions in Pneumocystis. Genome Biology and Evolution - .2018
González Martínez, Jose María; Camacho Paez, Jose; Ferrer, Alberto. (2018) MVBatch: A matlab toolbox for batch process modeling and monitoring. Chemometrics and Intelligent Laboratory Systems (183)122 - 133. 10.1016/j.chemolab.2018.11.0012018
Hernandez-De Diego, Rafael; Tarazona Campos, Sonia; Carlos Martínez-Mira; Balzano-Nogueira; Furió-Tarí, Pedro; Pappas Jr; A. Conesa. (2018) PaintOmics 3: a web resource for the pathway analysis and visualization of multi-omics data. Nucleic Acids Research - .2018
Hervás-Marín, David; Prats-Montalbán, José Manuel; Lahoz Rodríguez, Agustín Gerardo; Ferrer, Alberto. (2018) Sparse N-way partial least squares with R package sNPLS. Chemometrics and Intelligent Laboratory Systems (179)54 - 63. 10.1016/j.chemolab.2018.06.0052018
Mario Li Vigni; Prats-Montalbán, José Manuel; Ferrer, Alberto; Cocchi, Marina. (2018) Coupling 2D-wavelet decomposition and multivariate image analysis (2D WT-MIA). Journal of Chemometrics, 1 (32), 1 - 20. 10.1002/cem.29702018
Perles, Angel; Pérez-Marín, Eva; Mercado, Ricardo; Segrelles, J. Damián; Blanquer, Ignacio; Zarzo, Manuel; García-Diego, Fernando J.. (2018) An energy-efficient internet of things (IoT) architecture for preventive conservation of cultural heritage. Future Generation Computer Systems (81)566 - 581. 10.1016/j.future.2017.06.0302018
Raffaele Vitale; Palací-López, Daniel Gonzalo; Harmen Kerkenaar; Geert Postma; Lutgarde Buydens; Ferrer, Alberto. (2018) Kernel-Partial Least Squares regression coupled to pseudo-sample trajectories for the analysis of mixture designs of experiments. Chemometrics and Intelligent Laboratory Systems (175)37 - 46. 10.1016/j.chemolab.2018.02.0022018
Tarazona Campos, Sonia; Sánchez-Gaya; Casaní-Galdón; Ugidos-Guerrero, Manuel; Kuang; Mellor; A. Conesa. (2018) Elucidating the Role of Chromatin State and Transcription Factors on the Regulation of the Yeast Metabolic Cycle: A Multi-Omic Integrative Approach. Frontiers in Genetics - .2018
Zarzo Castelló, Manuel. (2018) Exégesis del "mar vítreo" entreverado de fuego" (Ap 15,2): posible interpretación como el cáliz eucarístico . Cuadernos de Teología, 2 (1), 290 - 326. 10.22199/S07198175.2018.0002.000042018
Zarzo Castelló, Manuel. (2018) Simbología bíblica del Santo Cáliz de la Última Cena venerado en Valencia. Cauriensia, 1 (13), 529 - 556. 10.17398/2340-4256.13.5292018
Aguado-Sarrió, Eric; Prats-Montalbán, José Manuel; Sanz-Requena, R.; Garcia-Marti, G.; Marti-Bonmati, L.; Ferrer, Alberto. (2017) Biomarker comparison and selection for prostate cancer detection in Dynamic Contrast Enhanced-Magnetic Resonance Imaging (DCE-MRI). Chemometrics and Intelligent Laboratory Systems (165)38 - 45. 10.1016/j.chemolab.2017.04.0032017
Folch-Fortuny, Abel ; Arteaga, Francisco; Ferrer, Alberto. (2017) PLS model building with missing data: New algorithms and a comparative study. Journal of Chemometrics, 7 (31), 1 - 12. 10.1002/cem.28972017
Folch-Fortuny, Abel ; Vitale, Raffaele; de Noord, Onno E.; Ferrer, Alberto. (2017) Calibration transfer between NIR spectrometers: new proposals and a comparative study. Journal of Chemometrics, 3 (31), 1 - 11. 10.1002/cem.2874 2017
Langeveld, Mirjam; Tan, Chong Yew; Soeters, Maarten R.; Virtue, Samuel; Watson, Laura P. E.; Murgatroyd, Peter R. ... Vidal-Puig, Antonio. (2017) No metabolic effects of mustard allyl-isothiocyanate compared with placebo in men. American Journal of Clinical Nutrition, 5 (16), 1197 - 1205. 10.3945/ajcn.116.148395 2017
María José Nueda; Jordi Martorell; Marti Ibañez, Maria Cristina; Tarazona Campos, Sonia; Ana Conesa. (2017) Identification and visualisation of differential isoform expression in RNA-seq time series. Bioinformatics (btx578) - .2017
Vitale, Raffaele; Westerhuis, Johan A.; Naes, Tormod ; Smilde, Age K.; de Noord, Onno E.; Ferrer, Alberto. (2017) Selecting the number of factors in principal component analysis by permutation testing?Numerical and practical aspects. Journal of Chemometrics, 12 (31), 1 - 15. 10.1002/cem.2937 2017
Vitale, Raffaele; Zhyrova, Anna; Fortuna, Joao F.; de Noord, Onno E.; Ferrer, Alberto; Martens, Harald. (2017) On-The-Fly Processing of continuous high-dimensional data streams. Chemometrics and Intelligent Laboratory Systems (161)118 - 129. 10.1016/j.chemolab.2016.11.0032017
Abel Folch-Fortuny; Ferrer, Alberto. (2016) Principal elementary mode analysis (PEMA). Molecular BioSystems (12)737 - 746. 10.1039/c5mb00828j 2016
Abel Folch-Fortuny; Francisco Javier Arteaga Moreno; Ferrer, Alberto. (2016) Assessment of maximum likelihood PCA missing data imputation. Journal of Chemometrics (3)386 - 393. 10.1002/cem.2804 2016
Abel Folch-Fortuny; Gabriel; Picó Marco, Jesús Andrés; Ferrer, Alberto; Elena Fito, Santiago Fco. (2016) Fusion of genomic, proteomic and phenotypic data: the case of potyviruses. Molecular BioSystems (12)253 - 261. 10.1039/c5mb00507h 2016
Ana Conesa; Pedro Madrigal; Tarazona Campos, Sonia; David Gómez-Cabrero; Alejandra Cervera; Andrew McPherson ... Ali Mortazavi. (2016) A survey of best practices for RNA-seq data analysis. Genome Biology, 13 (17), - . 2016
Benalia, Souraya; Cubero, Sergio; Prats-Montalbán, José Manuel; Bernardi, Bruno; Zimbalatti, Giuseppe; Blasco, Jose. (2016) Computer vision for automatic quality inspection of dried figs (Ficus carica L.) in real-time. Computers and Electronics in Agriculture (12)17 - 25. 10.1016/j.compag.2015.11.0022016
Diego N De Panis; Julián Padró; Furió-Tarí, Pedro; Tarazona Campos, Sonia; Pablo S Milla Carmona; Ignacio M Soto ... Esteban Hasson. (2016) Transcriptome modulation during host shift is driven by secondary metabolites in desert Drosophila. Molecular Ecology, 18 (25), 4534 - 4550.2016
Ferrer-Barceló, L.; Sanchís Laura; J.Sempere; Canelles, P.; J.Pérex Gisbert; Monzó, A. ... Medina, E.. (2016) Tratamiento de la anemia ferropénica post-hemorragia digestiva aguda: Ferroterapia oral frente a intravenosa.. Gastroenterología y Hepatología, 2 (39), 156 - 156. 10.1016/j.gastrohep.2016.01.0032016
Folch-Fortuny, Abel ; Arteaga Moreno, Francisco Javier; Ferrer, Alberto. (2016) Missing Data Imputation Toolbox for MATLAB. Chemometrics and Intelligent Laboratory Systems (154)93 - 100. 10.1016/j.chemolab.2016.03.019 2016
Folch-Fortuny, Abel; Prats-Montalbán, José Manuel; Cubero García, Sergio; Blasco Ivars, Jose; Ferrer, Alberto. (2016) VIS/NIR hyperspectral imaging and N-way PLS-DA models for detection of decay lesions in citrus fruits. Chemometrics and Intelligent Laboratory Systems (156)241 - 248. 10.1016/j.chemolab.2016.05.005 2016
Franca, L. de M.; Pimentel, Maria Fernanda; Simoes, Simone Silva ; Grangeiro, Severino; Prats-Montalbán, José Manuel; Ferrer, Alberto. (2016) NIR hyperspectral imaging to evaluate degradation in captopril commercial tablets. European Journal of Pharmaceutics and Biopharmaceutics (14)180 - 188. 10.1016/j.ejpb.2016.05.0052016
Furió-Tarí, Pedro; Ana Conesa; Tarazona Campos, Sonia. (2016) RGmatch: matching genomic regions to proximal genes in omics data integration. BMC Bioinformatics (17)1293 - . 10.1186/s12859-016-1293-1 2016
Furió-Tarí, Pedro; Tarazona Campos, Sonia; Toni Gabaldón; Anton J. Enright; Ana Conesa. (2016) spongeScan: A web for detecting microRNA binding elements in lncRNA sequences. Nucleic Acids Research - . 10.1093/nar/gkw443 2016
Sales Figueiredo, Rafaella ; Vitale, Raffaele; de Lima, Suzana Moreira; Pimentel, Maria Fernanda; Stragevitch, Luiz; Ferrer, Alberto. (2016) Multivariate statistical process control charts for batch monitoring of transesterification reactions for biodiesel production based on near-infrared spectroscopy. Computers & Chemical Engineering (94)343 - 353. 10.1016/j.compchemeng.2016.08.013 2016
Vitale, Raffaele ; Prats-Montalbán, José Manuel; López García, Fernando; Blasco Ivars, Jose; Ferrer, Alberto. (2016) Segmentation techniques in image analysis: A comparative study. Journal of Chemometrics (3)749 - 758. 10.1002/cem.28542016
Abel Folch-Fortuny; Alejandro; Julio; Ferrer, Alberto. (2015) Enabling network inference methods to handle missing data and outliers. BMC Bioinformatics, 283 (16), 1 - 12. 10.1186/s12859-015-0717-7 2015
Abel Folch-Fortuny; Francisco Javier Arteaga Moreno; Ferrer, Alberto. (2015) PCA model building with missing data: New proposals and a comparative study. Chemometrics and Intelligent Laboratory Systems (146)77 - 88. 10.1016/j.chemolab.2015.05.006 2015
Cubero-García, Sergio; Albert Gil, Francisco Eugenio; Daniel Fernández-Pacheco; Prats-Montalbán, José Manuel; Blasco Ivars, Jose; Aleixos Borrás, María Nuria. (2015) Estimación del índice de color de los cítricos mediante análisis de imagen en dispositivos móviles. Levante Agrícola, 427, 153 - 158.2015
Diago, Maria P.; Tardaguila, Javier; Aleixos Borrás, María Nuria; Millan, Borja; Prats-Montalbán, José Manuel; Cubero, Sergio; Blasco Ivars, Jose. (2015) Assessment of cluster yield components by image analysis. Journal of the Science of Food and Agriculture, 6 (95), 1274 - 1282. 10.1002/jsfa.68192015
Eric; Prats-Montalbán, José Manuel; Sanz Requena, Roberto; Luis Martí Bonmatí; Alberich Bayarri, Angel; Ferrer, Alberto. (2015) Prostate Diffusion Weighted-Magnetic Resonance Image analysis using Multivariate Curve Resolution methods. Chemometrics and Intelligent Laboratory Systems (14)43 - 48. 10.1016/j.chemolab.2014.11.002 2015
Folch-Fortuny, Abel; Tortajada, Marta; Prats-Montalbán, José Manuel; Llaneras, Francisco; Picó, Jesús; Ferrer, Alberto. (2015) MCR-ALS on metabolic networks: Obtaining more meaningful pathways. Chemometrics and Intelligent Laboratory Systems (142)293 - 303. 10.1016/j.chemolab.2014.10.004 2015
Folch-Fortuny, Abel; Tortajada, Marta; Prats-Montalbán, José Manuel; Llaneras, Francisco; Picó, Jesús; Ferrer, Alberto. (2015) MCR-ALS on metabolic networks: Obtaining more meaningful pathways. Chemometrics and Intelligent Laboratory Systems (142)293 - 303. 10.1016/j.chemolab.2014.10.004 2015
Irmer; Tarazona Campos, Sonia; Sasse; Olbermann; Loeffler; Krappmann ... Braus. (2015) RNAseq analysis of Aspergillus fumigatus in blood reveals a just wait and see resting stage behavior. BMC Genomics - .2015
Luján, M.; Ferrer-Barceló, L.; Larrey, L.; Fernández-Urién, I.; Torres-González, C.; Pastor-Mateu, R. ... Barceló-Cerdá, Susana. (2015) Rendimiento de la cápsula endoscópica en la hemorragia dIgestiva baja de origen oscuro. Revista Andaluza de Patologia Digestiva, 4 (38), 149 - 154.2015
Martí, P.; Zarzo, M.; Vanderlinden, K.; Girona, J.. (2015) Parametric expressions for the adjusted Hargreaves coefficient in Eastern Spain. Journal of Hydrology, 3 (529), 1713 - 1724. 10.1016/j.jhydrol.2015.07.054 2015
Prats-Montalbán, José Manuel; Ferrer, Alberto. (2015) N-way modeling for wavelet filter determination in Multivariate Image Analysis. Journal of Chemometrics (29)379 - 388. 10.1002/cem.2717 2015
Raffaele Vitale; Onno de Noord; Ferrer, Alberto. (2015) Pseudo-sample based contribution plots: innovative tools for fault diagnosis in kernel-based batch process monitoring. Chemometrics and Intelligent Laboratory Systems (149)40 - 52. 10.1016/j.chemolab.2015.09.013 2015
Rambla, Jose L; Alfaro, C; Medina, A; Zarzo, M; Primo, J; Granell, Antonio. (2015) Tomato fruit volatile profiles are highly dependent on sample processing and capturing methods. Metabolomics, 6 (11), 1708 - 1720. 10.1007/s11306-015-0824-52015
Sanz Requena, Roberto; Prats-Montalbán, José Manuel; Luis Martí Bonmatí; Alberich Bayarri, Angel; García Martí, Gracián; Rosario Pérez; Ferrer, Alberto. (2015) Automatic Individual Arterial Input Functions Calculated From PCA Outperform Manual and Population-Averaged Approaches for the Pharmacokinetic Modeling of DCE-MR Images. Journal of Magnetic Resonance Imaging (42)477 - 487. 10.1002/jmri.24805 2015
Sergio; M.P. Diago; Blasco Ivars, Jose; J. Tardáguila; Prats-Montalbán, José Manuel; J. Ibáñez ... Aleixos Borrás, María Nuria. (2015) A new method for bunch compactness assessment using automated image analysis. Australian Journal of Grape and Wine Research1 - 9. 10.1111/ajgw.121182015
Tarazona Campos, Sonia; Furió-Tarí, Pedro; María José Nueda; Ferrer, Alberto; Ana Conesa. (2015) Data quality aware analysis of differential expression in RNA-seq with NOISeq R/Bioc package. Nucleic Acids Research - . 10.1093/nar/gkv711 2015
Zarzo Castelló, Manuel. (2015) Underlying dimensions in the descriptive space of perfumery odors: part II. Food Quality and Preference (43)79 - 87. 10.1016/j.foodqual.2015.02.018 2015
Zarzo, M. (2015) A sensory 3-D map of the odor description space derived from a comparison of numeric odor profile databases. Chemical Senses, 5 (4), 305 - 313. 10.1093/chemse/bjv012 2015
Blasco Ivars, Jose; M.P. Diago; Rovira Más, Francisco; Aleixos Borrás, María Nuria; Sáiz Rubio, Verónica; Sergio Cubero García ... J. Tardáguila. (2014) Aplicaciones de la visión artificial en viticultura. Vida rural . Vida Rural (376)42 - 46.2014
C.S. Silva; Fernanda ; Ricardo S; Celio; Prats-Montalbán, José Manuel; Ferrer, Alberto. (2014) Near Infrared Hyperspectral Imaging for forensic analysis of document forgery. The Analyst, 2 (139), 5176 - 5184. 10.1039/C4AN00961D 2014
Camacho Paez, Jose; Ferrer, Alberto. (2014) Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: Practical Aspects. Chemometrics and Intelligent Laboratory Systems (131)37 - 50. 10.1016/j.chemolab.2013.12.003 2014
Ferrer, Alberto. (2014) Latent Structures based-Multivariate Statistical Process Control: a paradigm shift . Quality Engineering, 1 (26), 72 - 91. 10.1080/08982112.2013.846093 2014
Ferrer, Alberto. (2014) Rejoinder. Quality Engineering, 1 (26), 99 - 101. 10.1080/08982112.2014.846107 2014
Folch-Fortuny, Abel; Bosque, Gabriel; Picó, Jesús; Ferrer, Alberto; Elena, Santiago F.. (2014) Topology analysis and visualization of Potyvirus protein-protein interaction network. BMC Systems Biology, 8 (129), 1 - 15. 10.1186/s12918-014-0129-8 2014
González Martínez, Jose María; Camacho Paez, Jose; Ferrer, Alberto. (2014) Bilinear modelling of batch processes. Part III: Parameter Stability. Journal of Chemometrics, 1 (28), 10 - 27. 10.1002/cem.2562 2014
González Martínez, Jose María; Onno de Noord; Ferrer, Alberto. (2014) Multi-synchro: a novel approach for batch synchronization in scenarios of multiple asynchronisms. Journal of Chemometrics (28)462 - 475. 10.1002/cem.2620 2014
González Martínez, Jose María; Raffaele Vitale; Onno de Noord; Ferrer, Alberto. (2014) Effect of synchronization on bilinear batch process modeling. Industrial & Engineering Chemistry Research, 11 (53), 4339 - 4351. 10.1021/ie402052v2014
González-Martínez, Jose María; Folch-Fortuny, Abel; Llaneras, Francisco; Tortajada, Marta; Picó, Jesús; Ferrer, Alberto. (2014) Metabolic flux understanding of Pichia pastoris grown on heterogenous culture media. Chemometrics and Intelligent Laboratory Systems (134)89 - 99. 10.1016/j.chemolab.2014.02.003 2014
Ignacio; María José Nueda; Tarazona Campos, Sonia; Götz, Stefan; David; J.S. ... Ana Conesa. (2014) Pathway network inference from gene expression data. BMC Systems Biology, 2 (8), 1 - 17. 2014
María José Nueda; Tarazona Campos, Sonia; Ana Conesa. (2014) Next maSigPro: updating maSigPro Bioconductor package for RNA-seq time series
. Bioinformatics, 18 (3), 2598 - 2602.
2014
Merello Giménez, Paloma; Fernández Navajas, Ángel; Curiel Esparza, Jorge; Zarzo Castelló, Manuel; García Diego, Fernando Juan. (2014) Characterisation of thermo-hygrometric conditions of an archaeological site affected by unlike boundary weather conditions. Building and Environment (76)125 - 133. /10.1016/j.buildenv.2014.03.009
2014
Merello Giménez, Paloma; García Diego, Fernando Juan; Zarzo Castelló, Manuel. (2014) Diagnosis of abnormal patterns in multivariate microclimate monitoring: a case study of an open-air archaeological site in Pompeii (Italy). The Science of The Total Environment (488-489)14 - 25. 10.1016/j.scitotenv.2014.04.0682014
Navarro-Llopis, V.; Vacas, S.; Zarzo, M.; Primo, J.. (2014) Dispersal ability of Ceratitis Capitata (Diptera: Tephritidae): edge effect in area wide treatments. Journal of Applied Entomology (138)403 - 408. 10.1111/jen.120292014
Ole; Prats-Montalbán, José Manuel; Ulf G; Knut; Ferrer, Alberto; Cecilia. (2014) Pixel classification methods for identifying and quantifying leaf surface injury from digital images.. Computers and Electronics in Agriculture (18)155 - 165. 2014
Prats-Montalbán, José Manuel; Ferrer, Alberto. (2014) Statistical Process Control based on Multivariate Image
Analysis: A new proposal for monitoring and defect detection
. Computers & Chemical Engineering501 - 511. 10.1016/j.compchemeng.2014.09.014
2014
Prats-Montalbán, José Manuel; Jackeline; Rodolfo; Ferrer, Alberto. (2014) Multivariate image analysis and near infrared chemical imaging for characterisation of micro-mixing in polymeric thin films. NIR news, 6 (25), 4 - 7.2014
Prats-Montalbán, José Manuel; Luis Martí Bonmatí; Sanz Requena, Roberto; Ferrer, Alberto. (2014) Prostate functional magnetic resonance image analysis using multivariate curve resolution methods. Journal of Chemometrics, 8 (28), 672 - 680. 10.1002/cem.2585 2014
Raffaele Vitale; Onno de Noord; Ferrer, Alberto. (2014) A kernel-based approach for fault diagnosis in batch processes. Journal of Chemometrics (28)697 - 707. 10.1002/cem.2629 2014
Sebastián-León, Patricia; Enrique; Pablo; Ana Conesa; Tarazona Campos, Sonia; Alicia ... Joaquín Dopazo. (2014) Understanding disease mechanisms with models of signaling pathway activities. BMC Systems Biology0 - 0.2014
Vidal Puig, Santiago; Ferrer, Alberto. (2014) A Comparative Study of Different Methodologies for Fault Diagnosis in Multivariate Quality Control . Communications in Statistics - Simulation and Computation, 5 (43), 986 - 1005. 10.1080/03610918.2012.720745
Publishedonline:24Oct2013
2014
Arteaga Moreno, Francisco Javier ; Ferrer, Alberto. (2103) Building covariance matrices with the desired structure. Chemometrics and Intelligent Laboratory Systems (127)80 - 88. 10.1016/j.chemolab.2013.06.003 2013
Barceló Cerdá, Susana. (2013) Tratamiento de la anemia posthemorragia digestiva aguda: ferroterapia oral vs. intravenosa. resultados preliminares. Revista Española de Enfermedades Digestivas, 1 (15), 240 - 241.2013
Ferrer Riquelme, Alberto José. (2013) Evaluation of the effect of chance correlations on variable selection using Partial Least Squares -Discriminant Analysis
. Talanta, 1 (116), 835 - 840.
2013
Ferrer Riquelme, Alberto José. (2013) Using warping information for batch process monitoring and fault classification. Chemometrics and Intelligent Laboratory Systems (127)210 - 217. 2013
Ferrer, A.. (1993) Small Samples Estimation of Dispersion Effects From Unreplicated Data. Communications in Statistics - Simulation and Computation, 4 (22), 975 - 995.2013
Font Noguera, I.; Fernández Megía, M.J.; Ferrer, Alberto; Balasch Parisi, Sebastià; Edo Solsona, M.D. ; Poveda Andres, J.L. . (2013) Mejora del proceso farmacoterapéutico del paciente hospitalizado mediante la metodología Lean Seis Sigma. Revista de Calidad Asistencial, 6 (28), 370 - 380. 10.1016/j.cali.2013.04.003 2013
Merello Giménez, P.; García-Diego, F.J.; Zarzo, M.. (2013) Evaluation of corrective measures implemented for the preventive conservation of fresco paintings in Ariadne?s house (Pompeii, Italy). Chemistry Central Journal, 1 (7), 87 - 87. 10.1186/1752-153X-7-87 2013
Vidal, A.; Talens Oliag, Pau; Prats Montalbán, José Manuel; Sergio Cubero García; Albert Gil, Francisco Eugenio; Blasco Ivars, Jose. (2013) In-Line Estimation of the Standard Colour Index of Citrus Fruits Using a Computer Vision System Developed For a Mobile Platform. Food and Bioprocess Technology (6)3412 - 3419. 10.1007/s11947-012-1015-2 2013
Zarzo Castelló, Manuel. (2013) What is a fresh scent in perfumery? Perceptual freshness is
correlated with substantivity
. Sensors, 1 (13), 463 - 483. 10.3390/s130100463
2013
Blasco Ivars, Jose; Vidal, A.; Talens Oliag, Pau; Prats Montalbán, José Manuel; Sergio Cubero García; Aleixos Borrás, María Nuria. (2012) Estimación automática del índice de color de los cítricos en una plataforma de asistencia a la recolección mediante visión por computador
. Levante Agrícola, 412, 244 - 253.
2012
Fernando; Konstantine; Carbonell Caballero, José; Luis Miguel; Stefan Goetz; Tarazona Campos, Sonia ... Ana. (2012) Qualimap: evaluating next generation sequencing alignment data
. Bioinformatics, 2 (28), 2678 - 2679. 10.1093/bioinformatics/bts503
2012
Garcerá, Cruz; Moltó, Enrique; Zarzo, Manuel; Chueca, Patricia. (2012) Modelling the spray deposition and efficacy of two mineral oil-based products for the control of California red scale, Aonidiella aurantii (Maskell). Crop Protection, 1 (31), 78 - 84. 10.1016/j.cropro.2011.10.004
2012
José Camacho ; Alberto Ferrer. (2012) Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: Some Theoretical aspects. Journal of Chemometrics, 1 (26), 361 - 373. 10.1002/cem.2440 2012
María José Nueda; Alberto Ferrer; Ana Conesa. (2012) ARSyN: a method for the identification and removal of systematic noise in multifactorial time-course microarray experiments. Biostatistics, 3 (13), 553 - 566. 10.1093/biostatistics/kxr042 2012
Martí, Pau; Zarzo, Manuel. (2012) Multivariate statistical monitoring of ETo: A new approach for estimation in nearby locations using geographical inputs. Agricultural and Forest Meteorology, 1 (152), 125 - 134. 10.1016/j.agrformet.2011.08.0082012
Merello Giménez, Paloma; Zarzo Castelló, Manuel; García Diego, Fernando Juan. (2012) Microclimate monitoring of Ariadne?s house (Pompeii, Italy) for preventive conservation of fresco paintings. Chemistry Central Journal (6)145 - 161. 10.1186/1752-153X-6-145 2012
Prats Montalbán, José Manuel; Alberto Ferrer. (2012) MIA and NIR Chemical Imaging for pharmaceutical product characterization. Chemometrics and Intelligent Laboratory Systems, 117, 240 - 249. 10.1016/j.chemolab.2012.04.002 2012
Tarazona Campos, Sonia; Sonia Prado-López; Joaquín Dopazo; Alberto Ferrer; Conesa, A.. (2012) Variable Selection for Multifactorial Genomic Data. Chemometrics and Intelligent Laboratory Systems, 1 (11), 113 - 122. 10.1016/j.chemolab.2011.10.012 2012
Zarzo Castelló, Manuel. (2012) Effect of functional group and carbon chain length on the odor detection threshold of aliphatic compounds. Sensors, 4 (12), 4105 - 4112. 10.3390/s120404105 2012
Alberto Ferrer. (2011) Discussion of Manuscript ?Nonstationarity in statistical process control ? issues, cases, ideas? by B. De Ketelaere, K. Mertens, F. Mathijs, D. Sabin Diaz and J. De Baerdemaeker. Applied Stochastic Models in Business and Industry, 4 (27), 379 - 381. 10.1002/asmb.9132011
Cristina Alfaro; Sandra Vacas; Manuel Zarzo; Vicente Navarro-Llopis; Jaime Primo. (2011) Solid Phase Microextraction of Volatile Emissions of Ceratitis capitata (Wiedemann) (Diptera: Tephritidae): Influence of Fly Sex, Age, and Mating Status. Journal of Agricultural and Food Chemistry, 1 (59), 298 - 306. 10.1021/jf104183c2011
José M. Prats-Montalbán; A. Ferrer. (2011) Multivariate Image Analysis: a review wth applications. Chemometrics and Intelligent Laboratory Systems, 1 (17), 1 - 23. 10.1016/j.chemolab.2011.03.0022011
José María González-Martínez; Alberto Ferrer; Johan Westerhuis. (2011) REAL-TIME SYNCHRONIZATION OF BATCH TRAJECTORIES FOR ON-LINE MULTIVARIATE STATISTICAL PROCESS CONTROL USING DYNAMIC TIME WARPING. Chemometrics and Intelligent Laboratory Systems (15)195 - 206. 10.1016/j.chemolab.2011.01.003
2011
Martínez-Gómez, Mónica; Carot Sierra, José Miguel; Jabaloyes, José; Zarzo, Manuel. (2011) A multivariate method for analyzing and improving the use of student evaluation of teaching questionnaires: a case study. Quality & Quantity, 6 (45), 1415 - 1427. 10.1007/s11135-010-9345-5 2011
Portillo-Poblador, Nuria; Alberto Ferrer. (2011) Chemometric approaches to improve PLSDA model outcome for predicting human non-alcoholic fatty liver disease using UPLC-MS as a metabolic profiling tool . Metabolomics, 1 (8), 86 - 98. 10.1007/s11306-011-0292-52011
Susana Barceló; Santiago Vidal-Puig; Alberto Ferrer. (2011) Comparison of Multivariate Statistical Methods for Dynamic Systems Modeling. Quality and Reliability Engineering International (27)107 - 124. 10.1002/qre.1102 2011
Tarazona Campos, Sonia; Fernando; Joaquín Dopazo; Alberto Ferrer; Conesa, A.. (2011) Differential expression in RNA-seq: A matter of depth. Genome Research, 12 (21), 2213 - 2223. 10.1101/gr.124321.111 2011
Vacas, Sandra; Alfaro, Cristina; Zarzo, Manuel; Navarro-Llopis, Vicente; Primo, Jaime. (2011) Effect of sex pheromone emission on the attraction of Lobesia botrana. Entomologia Experimentalis et Applicata, 3 (139), 250 - 257. 10.1111/j.1570-7458.2011.01124.x 2011
Zarzo, M.. (2011) Hedonic judgments of chemical compounds are correlated with molecular size. Sensors, 4 (11), 3667 - 3686. 10.3390/s110403667 2011
Zarzo, M.; Martí, P.. (2011) Modeling the variability of solar radiation data among weather stations by means of principal components analysis. Applied Energy, 8 (88), 2775 - 2784. 10.1016/j.apenergy.2011.01.070 2011
Zarzo, Manuel; Fernández-Navajas, Angel; García-Diego, Fernando-Juan. (2011) Long-term monitoring of fresco paintings in the cathedral of Valencia (Spain) through humidity and temperature sensors in various locations for preventive conservation. Sensors, 9 (11), 8685 - 8710. 10.3390/s110908685 2011
A. Conesa; José M. Prats-Montalbán; Sonia Tarazona; María José Nueda; Alberto Ferrer. (2010) A multiway approach to data integration in systems biology based on Tucker3 and N-PLS. Chemometrics and Intelligent Laboratory Systems, 14, 101 - 111.2010
F. Arteaga; A. Ferrer. (2010) How to simulate normal data sets with the desired correlation structure. Chemometrics and Intelligent Laboratory Systems, 1 (11), 38 - 42. 10.1016/j.chemolab.2009.12.0032010
García-Diego, F.J.; Zarzo, M.. (2010) Microclimate monitoring by multivariate statistical control: The renaissance frescoes of the Cathedral of Valencia (Spain). Journal of Cultural Heritage, 3 (11), 339 - 344. 10.1016/j.culher.2009.06.0022010
J. Camacho; J. Picó; A. Ferrer. (2010) Data understanding with PCA: Structural and Variance Information plots. Chemometrics and Intelligent Laboratory Systems, 1 (1), 48 - 56. 10.1016/j.chemolab.2009.10.0052010
Martínez-Gómez, M; Carot, J.M.; Jabaloyes, J.; Zarzo, M. (2010) A multivariate method for analyzing and improving the use of student evaluation of teaching questionnaires. A case study.. Quality & Quantity, 1113 (45), 1 - 20. 10.1007/s11135-010-9345-52010
Sonia Prado-López; A. Conesa; Armiñán, Ana; Magdalena Martínez-Losa; Escobedo-Lucea; Gandía, Carolina ... Stojkovic. (2010) Hypoxia promotes efficient differentiation of human embryonic stem cells to functional endothelium. Stem Cells1 - 18. 10.1002/stem.2952010
Vicente Navarro-Llopis; Javier Dominguez Ruiz; Manuel Zarzo; Cristina Alfaro; Jaime Primo. (2010) Mediterranean fruit fly suppression using chemosterilants for area-wide integrated pest management. Pest Management Science, 5 (66), 511 - 519. 10.1002/ps.1901 2010
Alberto Ferrer. (2009) Dicussion of Opportunities and Issues in Multiple Data Type Meta-Analysis. Quality Engineering, 3 (21), 254 - 255. 10.1080/089821109030225662009
J. Camacho; J. Picó; A. Ferrer. (2009) On-line monitoring of batch processes based on PCA: Does the modelling structure matter?. Analytica Chimica Acta, 1 (642), 59 - 68. 10.1016/j.aca.2009.02.0012009
JM Prats-Montalbán; A. Ferrer. (2009) Prediction of skin quality properties by different Multivariate Image Analysis methodologies. Chemometrics and Intelligent Laboratory Systems (96)6 - 13.2009
M. Valcuende; C. Parra; A. Ferrer. (2009) Uniformity of SCC properties cast in vertical column. Magazine of Concrete Research, 3 (61), 183 - 191. 10.1680/macr.2008.000582009
María José Nueda; Sonia Tarazona; Joaquín Dopazo; Alberto Ferrer; Ana Conesa. (2009) Functional Assessment of Time Course Microarray Data. BMC Bioinformatics, 6 (1), 1 - 18. 10.1186/1471-2105/10/S6/S92009
R. Martínez-Guijarro; I. Romero; M. Pachés; J. G. del Río; C.M. Martí; G. Gil ... J. Ferrer. (2009) Determination of phytoplankton composition using absorption spectra. Talanta (78)814 - 819. 10.1016/j.talanta.2008.12.073 2009
Vacas, S.; Alfaro, C.; Navarro-Llopis, V.; Zarzo, M.; Primo, J.. (2009) Study on the optimum pheromone release rate for attraction of Chilo suppressalis (Lepidoptera: Pyralidae). Journal of Economic Entomology, 3 (12), 1094 - 1100. 10.1603/029.102.03302009
Zarzo, M.; Stanton, D.T.. (2009) Understanding the underlying dimensions in perfumers' odor perception space as a basis for developing meaningful odor maps. Attention Perception & Psychophysics, 2 (71), 225 - 247. 10.3758/APP.71.2.2252009
3. (2008) Evaluation of the endoscopic response to argon plasma coagulation in patients with chronic radiation proctopathy. Revista Española de Enfermedades Digestivas, 1 (1), 619 - 624.2008
Alberto Ferrer; Daniel Aguado; Santiago Vidal-Puig; Jose Manuel Prats; Manuel Zarzo. (2008) PLS: A versatile tool for industrial process improvement and optimization. Applied Stochastic Models in Business and Industry (24)551 - 567. 10.1002/asmb.7162008
D. Aguado; A. Ferrer; A. Seco; J. Ferrer. (2008) Using Unfold-PCA for batch-to-batch start-up process understanding and steady-state identification in a sequencing batch reactor. Journal of Chemometrics, 1 (22), 81 - 90.2008
Fernando López García; José Miguel Valiente González; José Manuel Prats Montalbán; Alberto Ferrer Riquelme. (2008) Performance evaluation of soft color texture descriptors for surface grading using experimental design and logistic regression. Pattern Recognition, 5 (41), 1744 - 1755.2008
Fernando López García; José Miguel Valiente González; José Manuel Prats Montalbán; Alberto Ferrer Riquelme. (2008) Performance evaluation of soft color texture descriptors for surface grading using experimental design and logistic regression. Pattern Recognition, 5 (41), 1744 - 1755.2008
J. Camacho; J. Picó; A. Ferrer. (2008) Bilinear modelling of batch processes. Part I: theoretical discussion. Journal of Chemometrics, 5 (22), 299 - 308. 10.1002/cem.11132008
J. Camacho; J. Picó; A. Ferrer. (2008) Bilinear Modelling of Batch Processes. Part II: A comparison of PLS soft-sensors. Journal of Chemometrics, 1 (22), 533 - 547. 10.1002/cem.11792008
J. Camacho; J. Picó; A. Ferrer. (2008) Multi-Phase Analysis Framework for Handling Batch Process Data. Journal of Chemometrics, 11 (22), 632 - 643. 10.1002/cem.11512008
José Manuel Prats. (2008) Direct functional assessment of the composite phenotype through multivariate projection strategies. Genomics (92)373 - 383. 10.1016/y.geno.2008.05.0152008
José Manuel Prats-Montalbán; Fernando López-García; José M. Valiente; Alberto Ferrer. (2008) Multivariate statistical projection methods to perform robust feature extraction and classification in surface grading. Journal of Electronic Imaging, 3 (17), 311061 - 3110610.2008
Zarzo, M.. (2008) Psychologic dimensions in the perception of everyday odors: pleasantness and edibility. Journal of Sensory Studies, 3 (23), 354 - 376. 10.1111/j.1745-459X.2008.00160.x2008
Zarzo, M.. (2008) Relevant psychological dimensions in the perceptual space of perfumery odors. Food Quality and Preference, 3 (19), 315 - 322.2008
D. Aguado; A. Ferrer; J. Ferrer; A. Seco. (2007) Multivariate SPC of a sequencing batch reactor for wastewater treatment. Chemometrics and Intelligent Laboratory Systems, 1 (85), 82 - 93.2007
D. Aguado; M. Zarzo; A. Seco; A. Ferrer. (2007) Process understanding of a wastewater batch reactor with block-wise PLS. Environmetrics (18)551 - 560.2007
Ferrer, A.. (2007) Multivariate Statistical Process Control based on Principal Component Analysis (MSPC-PCA): Some Reflections and a Case Study in an Autobody Assembly Process. Quality Engineering (19)311 - 325.2007
Gutiérrez, A.; Burgos, J.A.; Garcerá, C.; Padilla, A.I.; Zarzo, M.; Chirivella, C. ... Moltó, E.. (2007) Optimization of an aroma sensor for assesing grape quality for wine making. Spanish Journal of Agricultural Research, 2 (5), 157 - 163.2007
J. Camacho; J. Picó; A. Ferrer. (2007) Self-tuning run to run optimization of fed-batch processes using unfolded-PLS. AIChE Journal, 7 (53), 1789 - 1803.2007
J.M. Prats-Montalbán; A. Ferrer. (2007) 'Integration of colour and textural information in Multivariate Image Analysis: Defect detection and classification issues. Journal of Chemometrics (21)10 - 23.2007
Moltó, E.; Padilla, A.I.; Garcerá, C.; Gutiérrez, A.; Zarzo, M.; Chirivella, C.; Ruiz, M.L.. (2007) Desarrollo de sensores para la estimación de la calidad de la uva para vinificación. Revista del Colegio de Ingenieros Agronomos, 35, 170 - 177.2007
Zarzo, M.. (2007) The debate over rational design of odorants. Perfumer & Flavorist, 4 (32), 20 - 26.2007
Zarzo, M.. (2007) The sense of smell: molecular basis of odorant recognition. Biological Reviews, 3 (82), 455 - 479.2007
D. Aguado; A. Ferrer; A. Seco; J. Ferrer. (2006) Comparison of different predictive models for nutrient estimation in a sequencing batch reactor for wastewater treatment. Chemometrics and Intelligent Laboratory Systems (84)75 - 81.2006
Daniel Aguado García; Alberto José Ferrer Riquelme; Aurora Seco Torrecillas; José Ferrer Polo. (2006) Aplicación de técnicas estadísticas de proyección multivariante para la monitorización de un SBR. Tecnologia del Agua (275)64 - 69.2006
Fernando López; José Manuel Prats; Alberto Ferrer; José Miguel Valiente. (2006) Defect Detection in Random Colour Textures Using the MIA T² Defect Maps. Lecture Notes in Computer Science (4142)752 - 763.2006
Ferrer, A.. (2007) Discovering gene expression patterns in time course microarray experiments by ANOVA-SCA. Bioinformatics, 14 (23), 1792 - 1800.2006
José M. Prats-Montalbán; Alberto Ferrer. (2006) A comparison of fifferent discriminant analysis techniques in a steel industry welding process. Chemometrics and Intelligent Laboratory Systems (8)109 - 119.2006
Marcilla, A.; Zarzo, M.; Del Río, M. A.. (2006) Effect of storage temperature on the flavour of citrus fruits. Spanish Journal of Agricultural Research, 4 (4), 336 - 344.2006
Zarzo, M.; Stanton, D. T.. (2006) Identification of latent variables in a semantic odor profile database using Principal Component Analysis. Chemical Senses, 8 (31), 713 - 724.2006
Fernando López; José-Miguel Valiente; José-Manuel Prats. (2005) Surface grading using soft colour-texture descriptors. Lecture Notes in Computer Science (3773)13 - 23.2005
Francisco Arteaga; Alberto Ferrer. (2005) Framework for regression-based missing data imputation methods in on-line MSPC. Journal of Chemometrics (19)439 - 447.2005
J. Carlos García-Díaz; J.M. Prats-Montalbán. (2005) Characterization of soils irrigated with untreated urban wastewater using multiway techniques . Chemometrics and Intelligent Laboratory Systems, 1 (76), 15 - 24.2005
Moltó, E.; Padilla, A. I.; Garcerá, M. C.; Gutiérrez, A.; Zarzo, M.; Chirivella, C.; Ruiz, M. L.. (2005) Sensores para la estimación de la calidad de la uva para vinificación. Agrícola Vergel, 285, 431 - 446.2005
Ferrer,A.. (2004) Control estadístico de procesos con dinámica: revisión del estado del arte y perspectivas de futuro. Estadística Española, 155 (46), 19 - 47.2004
Palau, C.V.; Arregui, F.; Ferrer, A.. (2004) Using multivariate principal component analysis of injected water flows to detect anomalous behaviours in a water supply system - a case study . Water Science and Technology: Water Supply (Online), 3 (4), 169 - 181.2004
Sebastián Balasch; Rafael Romero; Alberto Ferrer. (2004) A logistic regression model applied to evaluate the influence of operating time of AgI ground acetonic generators on the size and hardness of hail. Natural Hazards (32)345 - 355.2004
Zarzo, M.; Ferrer, A.. (2004) Batch process diagnosis: PLS with variable selection versus block-wise PCR. Chemometrics and Intelligent Laboratory Systems, 1 (73), 15 - 27.2004
J.Rosello; S. Barcelo; M.P. Santamarina. (2003) Estudio de la ecofisiología del agente fitopatógeno Verticillium dahliae Klebhan. Phytoma España, 152, 115 - 118.2003
M.P.Santamarina; J. Roselló; S. Barcelo. (2003) Efecto de la actividad de agua y de la temperatura sobre el comportamiento de Penicillium oxalicum frente a Fusarium oxysporum. Revista Iberoamericana de Micología, 2 (4), 154 - 159.2003
Moltó, E.; Zarzo, M.. (2003) La mecanización de los tratamientos fitosanitarios con aceites minerales. Perspectivas y aportaciones desde el IVIA. Levante Agrícola, 364, 76 - 86.2003
Ferrer, A.. (2002) Detección, diagnóstico de fallos y mejora de procesos "batch" mediante técnicas de control estadístico multivariante. Automatica e Instrumentacion (326)62 - 72.2002
Ferrer, A.. (2002) Estudio de efectos de dispersión en ausencia de replicaciones: revisión del estado del arte y perspectivas de futuro. Estadística Española, 151 (44), 365 - 391.2002
Ferrer, A.. (2006) Control estadístico multivariante de procesos por lotes (BMSPC): una potente herramienta estratégica para los procesos por lotes. Automatica e Instrumentacion (377)72 - 76.2002
Ferrer, A.. (2006) maSigPro: a Method to Identify Significant Differential Expression Profiles in Time-Course Microarray Experiments. Bioinformatics, 9 (22), 1096 - 1102.2002
M. P. Santamarina; J. Roselló; S. Barceló. (2002) Estudio de la ecofisiología del agente de biocontrol Trichoderma harzianum Rifai. Phytoma España, 142, 109 - 112.2002
Zarzo, M.. (2000) Proyecto de una industria de elaboración de enzimas. Revista del Colegio de Ingenieros Agronomos, 2, 10 - 13.2000
Capilla, C.; Ferrer, A.; Romero, R.. (1999) Integration of Statistical and Engineering Process Control in a Continuous Polymerization Process. Technometrics, 1 (41), 14 - 28.1999
Ferrer, A.; Romero, R.. (1995) A simple Way to Study Dispersion Effects from Non-necessarily Replicated Data. Quality Engineering, 4 (7), 747 - 755.1995
Romero, R.; Ferrer, A.; Carmen Capilla Romá; Zúnica, L.. (1995) Teaching Statistics to Engineers (An innovative pedagogical experience). Journal of Statistics Education, 1 (3), 1 - 7.1995
Ferrer, A.. (2002) Dealing with missing data in MSPC: several methods, different interpretations, some examples. Journal of Chemometrics, 8 (16), 408 - 418.1994
Ferrer, A.. (1994) Sensibilidad frente a datos anómalos de tres estimadores de efectos de dispersión con datos no necesariamente replicados. Estadística Española, 135 (36), 59 - 74.1993
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