Libros y revistas con revisión por pares

ReferenciaLínea de InvestigaciónAño
Zarzo, M. "What is a fresh scent in perfumery? Perceptual freshness is correlated with substantivity", Sensors 13 (1), 463-483.L62013
Vidal, S.; Ferrer, A. "A comparative study of different methodologies for fault diagnosis in Multivariate Quality Control", Communications in Statistics: Simulations & Computations, IN PRESS.L12012
Merello, P.; García-Diego, F.-J.; Zarzo, M. "Microclimate monitoring of Ariadne's house (Pompeii, Italy) for preventive conservation of fresco paintings", Chemistry Central Journal, 6:145.L12012
Camacho, J; Ferrer, A. "Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: Theoretical aspects", Journal of Chemometrics 26 (7), 361:373.L1 y L22012
Martí, P.; Zarzo, M. "Multivariate statistical monitoring of ETo: A new approach for estimation in nearby locations using geographical inputs", Agricultural and Forest Meteorology 152, 125-134.L12012
Vidal, S.; Ferrer, A. "A comparative study of different methodologies for fault diagnosis in Multivariate Quality Control", Communications in Statistics: Simulations & Computations, IN PRESS.L22012
Prats-Montalbán, J.M.; Jérez-Rojo, J.I.; Romamach, R.; Ferrer, A. "MIA and NIR Chemical Imaging for pharmaceutical product characterization", Chemometrics and Intelligent Laboratory Systems 117, 240-249.L42012
Tarazona, S.; Prado-López, S.; Dopazo, J.; Ferrer, A.; Conesa, A. "Variable selection for multifactorial genomic data", Chemometrics and Intelligent Laboratory Systems 110, 113-122.L52012
García-Alcalde, F.; Okonechnikov, K.; Carbonell, J.; Cruz, L.M.; Götz, S.; Tarazona, S.; Dopazo, J.; Meyer, T.F.; Conesa, A. "Qualimap: evaluating next-generation sequencing alignment data", Bioinformatics 28 (20), 2678-2679.L52012
Zarzo, M. "Effect of functional group and carbon chain length on the odor detection threshold of aliphatic compounds", Sensors 12 (4), 4105-4112.L62012
Ferrer, A. "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 for Business and Industry, 27 (4), 379-381.L12011
Zarzo, M.; Martí, P. "Modeling the variability of solar radiation data among weather stations by means of principal components analysis", Applied Energ, 88 (8), 2775-2784.L12011
Zarzo, M.; Fernández-Navajas, A.; García-Diego, F.-J. "Long-term monitoring of fresco paintings in the catedral of Valencia (Spain) through humidity and temperature sensors in various locations for preventive conservation", Sensors 11 (9), 8685-8710.L12011
González-Martínez, J.M.; Ferrer, A.; Westerhuis, J.A. "Real-time Synchronization of Batch Trajectories for On-line Multivariate Statistical Process Control using Dynamic Time Warping", Chemometrics and Intelligent Laboratory Systems 105, 195-206.L12011
Barceló, S.; Vidal-Puig, S.; Ferrer, A. "Comparison of Multivariate Statistical Method for Dynamic Systems Modelling", Quality and Reliability engineering International 27, 107-124.L12011
González-Martínez, J.M.; Ferrer, A.; Westerhuis, J.A. "Real-time Synchronization of Batch Trajectories for On-line Multivariate Statistical Process", Chemometrics and Intelligent Laboratory Systems 105, 195-206.L22011
Barceló, S.; Vidal-Puig, S.; Ferrer, A. "Comparison of Multivariate Statistical Method for Dynamic Systems Modelling", Quality and Reliability Engineering International 27, 107-124.L22011
Prats-Montalbán, J.M.; Ferrer, A.; de Juan, A. "Multivariate Image Analysis: a review with applications", Chemometrics and Intelligent Laboratory Systems 107, 1-23.L42011
Tarazona, S.; García-Alcalde, F.; Dopazo, J.; Ferrer, A; Conesa, A. "Differential expression in RNA-seq: a matter of depth", Genome Research 21 (12), 2213-2223.L52011
Quintas, G.; Portillo, N.; García-Cañaveras, J.C.; Castell, J.V.; Ferrer, A.; Lahoz, A. "Chemometric approaches to improve PLSDA model outcome for predicting human non-alcoholic fatty liver disease using UPLC-MS as a metabolic profiling tool", Metabolomics 8, 86-98.L52011
Nueda, M. J.; Ferrer, A.; Conesa, A. "ARSyN: a method for the identification and removal of systematic noise in multifactorial time-course microarray experiments", Biostatistics 13 (3), 553-566.L52011
Zarzo, M. "Hedonic judgments of Chemicals compounds are correlated with molecular size", Sensors 11 (4), 3667-3686.L62011
García-Diego, F.-J.; Zarzo, M. "Microclimate monitoring by multivariate statistical control: The renaissance frescoes of the Cathedral of Valencia (Spain)", Journal of Cultural Heritage 11, 339-344.L12010
Camacho, J.; Picó, J.; Ferrer, A. "Data understanding with PCA: Structural and Variance Information plots", Chemometrics and Intelligent Laboratory Systems 100 (1), 46-56.L12010
Arteaga, F.; Ferrer, A. "How to simulate normal data sets with the desired correlation structure" Chemometrics and Intelligent Laboratory Systems 101 (1), 38-42.L12010
Camacho, J.; Picó, J.; Ferrer, A. "Data understanding with PCA: Structural and Variance Information plots", Chemometrics and Intelligent Laboratory Systems 100 (1), 46-56.L22010
Arteaga, F.; Ferrer, A. "How to simulate normal data sets with the desired correlation structure" Chemometrics and Intelligent Laboratory Systems 101 (1), 38-42.L22010
Conesa, A.; Prats-Montalbán, J.M.; Nueda, M.J.; Tarazona, S.; Ferrer, A. "A multiway approach to data integration in systems biology based on Tucker3 and N-PLS", Chemometrics and Intelligent System Laboratory 104 (1), 101-111.L52010
Prado-Lopez, S.; Conesa, A.; Armiñán, A.; Martínez-Losa, M.; Escobedo-Lucea, C.; Gandia, C.; Tarazona, S.; Melguizo, D.; Blesa, D.; Montaner, D.; Sanz-González, S.; Sepúlveda, P.; Götz, S.; O'Connor, J.E.; Moreno, R.; Dopazo, J.; Burks, D.J.; Stojkovic, M. "Hypoxia promotes efficient differentiation of human embryonic stem cells to functional endothelium", Stem Cells 28 (3), 407-18.L52010
Ferrer, A. "Statistical Control of Measures and Processes", Comprehensive Chemometrics – Chemical and Biochemical Data Analysis, Brown SD, Tauler R, Walczak B (eds), ISBN-13: 978-0-444-52702-8 ISBN-10: 0-444-52702-8, vol. 1, 97-126.L12009
Arteaga, F.; Ferrer, A. "Missing Data", Comprehensive Chemometrics – Chemical and Biochemical Data Analysis, Brown SD, Tauler R, Walczak B (eds), ISBN-13: 978-0-444-52702-8 ISBN-10: 0-444-52702-8, vol. 3, 285-314.L12009
Camacho, J.; Picó, J.; Ferrer, A.J. "The best approach in the on-line monitoring of batch processes based on PCA: Does the modelling structure matter?", Analytica Chimica Acta 642, 59-68.L12009
Ferrer, A. "Statistical Control of Measures and Processes", Comprehensive Chemometrics – Chemical and Biochemical Data Analysis, Brown SD, Tauler R, Walczak B (eds), ISBN-13: 978-0-444-52702-8 ISBN-10: 0-444-52702-8, vol. 1, 97-126.L22009
Arteaga, F.; Ferrer, A. "Missing Data", Comprehensive Chemometrics – Chemical and Biochemical Data Analysis, Brown SD, Tauler R, Walczak B (eds), ISBN-13: 978-0-444-52702-8 ISBN-10: 0-444-52702-8, vol. 3, 285-314.L22009
Prats-Montalbán, J.M.; Ferrer, A. "Prediction of skin quality properties by different Multivariate Image Analysis methodologies", Chemometrics and Intelligent Laboratory Systems 96, 6-13.L42009
Nueda, M.J.; Sebastián, P.; Tarazona, S.; García, F.; Dopazo, J.; Ferrer, A.; Conesa, A. "Functional Assessment of Time Course Microarray Data", BMC Bioinformatic, 10 (Suppl 6):S9.L52009
Zarzo, M.; Stanton, D.T. "Understanding the underlying dimensions in perfumers’ odor perception space as a basis for developing meaningful odor maps", Attention, Perception & Psychophysics, 71 (2), 225-247.L62009
Ferrer, A.; Aguado, D.; Vidal, P.; Prats, J.M.; Zarzo, M. "PLS: A Versatile Tool for Industrial Process Improvement and Optimization", Applied Stochastic Models for Business and Industry 24, 551-567.L12008
Camacho, J.; Picó, J.; Ferrer, A. "Multi-Phase Analysis Framework for Handling Batch Process Data", Journal of Chemometrics 22 (11-12), 632-643.L12008
Camacho, J.; Picó, J.; Ferrer, A. "Bilinear modelling of batch processes. Part II: a comparison of PLS soft-sensors", Journal of Chemometrics 22 (10), 533-547.L12008
Camacho, J.; Picó, J.; Ferrer, A. "Bilinear modelling of batch processes. Part I: Theorical discussion", Journal of Chemometrics 22 (5), 299-308.L12008
Prats-Montalbán, J.M.; López, F.; Valiente, J.M.; Ferrer, A. "Multivariate Statistical Methods to Perform Robust Feature Extraction and Classification in Surface Grading", Journal of Electronic imaging 17 (3), 031106L12008
Aguado, D.; Ferrer, A.; Seco, A.; Ferrer, J. "Using Unfold-PCA for batch-to-batch start-up process understanding and steaty-state identification in a sequencing batch reactor", Journal of Chemometrics 22 (1), 81-90.L12008
Ferrer, A.; Aguado, D.; Vidal, P.; Prats, J.M.; Zarzo, M. "PLS: A Versatile Tool for Industrial Process Improvement and Optimization", Applied Stochastic Models for Business and Industry 24, 551-567.L22008
Camacho, J.; Picó, J.; Ferrer, A. "Multi-Phase Analysis Framework for Handling Batch Process Data", Journal of Chemometrics 22 (11-12), 632-643.L22008
Camacho, J.; Picó, J.; Ferrer, A. "Bilinear modelling of batch processes. Part II: a comparison of PLS soft-sensors", Journal of Chemometrics 22 (10), 533-547.L22008
Camacho, J.; Picó, J.; Ferrer, A. "Bilinear modelling of batch processes. Part I: Theorical discussion", Journal of Chemometrics 22 (5), 299-308.L22008
Prats-Montalbán, J.M.; López, F.; Valiente, J.M.; Ferrer, A. "Multivariate Statistical Methods to Perform Robust Feature Extraction and Classification in Surface Grading", Journal of Electronic imaging 17 (3), 031106Prats-Montalbán, J.M.; López, F.; Valiente, J.M.; Ferrer, A. "Multivariate Statistical Methods to Perform Robust Feature Extraction and Classification in Surface Grading", Journal of Electronic imaging 17 (3), 031106L42008
López, F.; Valiente, J.M.; Prats, J.M.; Ferrer, A. "Performance Evaluation of Soft Color Texture Descriptors for Surface Grading using Experimental Design and Logistic Regression”, Pattern Recognition 41 (5), 1761-1772.L42008
Zarzo, M. "Psychologic dimensions in the perception of everyday odors: pleasantness and edibility", Journal of Sensory Studies 23, 354-376.L62008
Zarzo, M. "Relevant psychological dimensions in the perceptual space of perfumery odors", Food Quality and Preference 19 (3), 315-322.L62008
Aguado, D.; Zarzo, M.; Seco, A.; Ferrer, A. "Process understanding of a wastewater batch reactor with block-wise PLS", Environmetrics 18 (5), 551-560.L12007
Ferrer, A. "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 (4), 311-325.L12007
Aguado, D.; Ferrer, A.; Seco, A.; Ferrer, J. "Multivariate SPC of a sequencing batch reactor for wastewater treatment", Chemometrics and Intelligent Laboratory Systems 85 (1), 82-93.L12007
Aguado, D.; Zarzo, M.; Seco, A.; Ferrer, A. "Process understanding of a wastewater batch reactor with block-wise PLS", Environmetrics 18 (5), 551-560.L22007
Camacho, J.; Picó, J.; Ferrer, A. "Self-tuning run to run optimization of fed-batch processes using unfold-PLS", AIChE Journal 53 (7), 1789-1804.L32007
Prats-Montalbán, J.M.; Ferrer, A. "Integration of colour and textural information in multivariate image analysis: defect detection and classification issues", Journal of Chemometrics 21, 10-23.L42007
Nueda, M.J.; Conesa, A.; Westerhuis, J.A.; Hoefsloot, H.C.J.; Smilde, A.K.; Talón, M.; Ferrer, A. "Discovering gene expression patterns in Time Course Microarray Experiments by ANOVA-SCA", Bioinformatics 23 (14), 1792-1800L52007
Zarzo, M. "The sense of smell: molecular basis of odorant recognition", Biological Reviews 82 (3), 455-479.L62007
Zarzo, M. "The debate over rational design of odorants", Perfumer & Flavorist 32 (4), 20-26.L62007
Prats-Montalbán, J.M.; Ferrer, A.; Malo, J.L.; Gorbeña, J. "A comparison of several classification techniques in a steel-industry welding process", Chemometrics and Intelligent Laboratory Systems 80, 109-119.L12006
Aguado, D.; Ferrer, A.; Seco, A.; Ferrer, J. "Comparison of different predictive models for nutrient estimation in a sequencing batch reactor for wastewater treatment", Chemometrics and Intelligent Laboratory Systems 84, 75-81.L12006
Prats-Montalbán, J.M.; Ferrer, A.; Malo, J.L.; Gorbeña, J. "A comparison of several classification techniques in a steel-industry welding process", Chemometrics and Intelligent Laboratory Systems 80, 109-119.L22006
Aguado, D.; Ferrer, A.; Seco, A.; Ferrer, J. "Comparison of different predictive models for nutrient estimation in a sequencing batch reactor for wastewater treatment", Chemometrics and Intelligent Laboratory Systems 84, 75-81.L22006
López, F.; Prats-Montalbán, J.M.; Ferrer, A.; Valiente, J.M. "Defect Detection in Random Colour Textures using the MIA T2 Defect Maps", Lecture Notes in Computer Science 4142, 752-763.L42006
Conesa, A.; Nueda, M.J.; Ferrer, A.; Talón, M. "maSigPro: a Method to Identify Significant Differential Expression Profiles in Time-Course Microarray Experiments", Bioinformatics 22 (9), 1096-1102.L52006
Zarzo, M.; Stanton, D.T. "Identification of latent variables in a semantic odor profile database using principal component analysis", Chemical Senses 31 (8), 713-724.L62006
Arteaga, F.; Ferrer A. "Framework for regression-based missing data imputation methods in on-line MSPC", Journal of Chemometrics 19, 439-447.L12005
García-Díaz, J.C.; Prats-Montalbán, J.M. "Characterization of soils irrigated with untreated urban wastewater using multiway techniques", Chemometrics and Intelligent Laboratory Systems 76, 15-24.L22005
López, F.; Valiente, J.M.; Prats-Montalbán, J.M. "Surface grading using soft colour-texture descriptors", Lecture Notes in Computer Science 3773, 13-23.L42005
Palau, C.V.; Arregui, F.; Ferrer, A. "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 4 (3), 169-181.L12004
Zarzo, M.; Ferrer, A. "Batch process diagnosis: PLS with variable selection versus block-wise", Chemometrics and Intelligent Laboratory Systems 73, 15-27.L12004
Zarzo, M.; Ferrer, A. "Batch process diagnosis: PLS with variable selection versus block-wise", Chemometrics and Intelligent Laboratory Systems 73, 15-27.L22004
Arteaga, F.; Ferrer, A. "Dealing with missing data in MSPC: several methods, different interpretations, some examples", Journal of Chemometrics 16, 408-418.L12003
Ferrer, A. "Control estadístico multivariante de procesos por lotes (BMSPC): una potente herramienta estratégica para los procesos por lotes", Automática e Instrumentación 377 (septiembre) 72-76. (PEER REVIEWED SPANISH JOURNAL)L12006
Aguado, D.; Ferrer, A.; Seco, A.; Ferrer, J. "Aplicación de técnicas estadísticas de proyección multivariante para la monitorización de un SBR", Tecnología del agua 275 (agosto), 64-69. (PEER REVIEWED SPANISH JOURNAL)L12006
Ferrer, A. "Detección, diagnóstico de fallos y mejora de procesos 'batch' mediante técnicas de control estadístico multivariante", Automática e Instrumentación 326 (febrero), 62-72. (PEER REVIEWED SPANISH JOURNAL)L12002
Capilla, C.; Ferrer, A.; Romero, R.; Hualda, A. "Integration of Statistical and Engineering Process Control in a Continuous Polymerization Process", Technometrics 41 (1), 14-28.L31999
Ferrer, A.; Capilla, C.; Romero, R.; Martin, J. "Developing Optimal Regulation and Monitoring Strategies to Control a Continuous Petrochemical Process", Quality Improvement Through Statistical Methods, Statistics for Industry and Technology, 61-77.L31998

 

Participación en Congresos

ReferenciaLínea de investigaciónAño