[EN] In polyethylene terephthalate's (PET)'s recycling processes, separation from polyvinyl chloride (PVC) is of prior relevance due to its toxicity, which degrades the final quality of recycled PET. Moreover, the potential ...
In this paper two multivariate statistical methodologies are compared in order to estimate a multi-input multi-output transfer function model in an industrial polymerization process. In these contexts, process variables ...
[EN] Our study provides an exhaustive comparison of the microbiome core functionalities (captured by 3,936 microbial gene abundances) between hosts with divergent genotypes for intramuscular lipid deposition. After 10 ...
Li Vigni, Mario; Prats-Montalbán, José Manuel; Ferrer, Alberto; Cocchi, Marina(John Wiley & Sons, 2018)
[EN] The use of 2D discrete wavelet transform in the feature enhancement phase of multivariate image analysis is discussed and implemented in a comparative way with respect to previous publications. In the proposed approach, ...
Camacho Páez, José; Ferrer Riquelme, Alberto José(Elsevier, 2014-02-15)
This is the second paper of a series devoted to provide theoretical and practical results and new algorithms for the selection of the number of Principal Components (PCs) in Principal Component Analysis (PCA) using ...
Camacho Páez, José; Ferrer Riquelme, Alberto José(Wiley, 2012-07)
[EN] Cross-validation has become one of the principal methods to adjust the meta-parameters in predictive models.
Extensions of the cross-validation idea have been proposed to select the number of components in principal
...
Tarazona Campos, Sonia; Furió Tarí, Pedro; Turrà, David; Di Pietro, Antonio; Nueda, María José; Ferrer, Alberto; Conesa, Ana(Oxford University Press (OUP), 2015-12-02)
[EN] As the use of RNA-seq has popularized, there is an increasing consciousness of the importance of experimental design, bias removal, accurate quantification and control of false positives for proper data analysis. We ...
[EN] A comparison among widely used multivariate latent variable-based techniques for supervised process fault diagnosis was carried out.
In order to assess their overall performance several diagnosis criteria were proposed ...
[EN] A novel methodology is proposed for defining multivariate raw material specifications providing assurance of quality with a certain confidence level for the critical to quality attributes (CQA) of the manufactured ...
Wang, Ziqing(Universitat Politècnica de València, 2016-07-13)
[ES] Esta tesis consiste principalmente en la alineación de RM (resonancia magnética) secuencias
de perfusión y difusión utilizando el software de Horus. Después de la alineación, los mismos
biomarcadores establecido ...
Palací López, Daniel Gonzalo(Universitat Politècnica de València, 2014-07-31)
[EN] A software for the design and analysis of mixtures, with both classical methods (MLR) and PLS, will be
developed by using Matlab. Then, this software will be used to solve some real examples of mixture
problems using ...
Robles Lozano, Guillermo(Universitat Politècnica de València, 2019-10-28)
[ES] El objetivo principal de este trabajo es el desarrollo de una aplicación para el cálculo de biomarcadores y parámetros basados en el tensor de difusión mediante técnicas estadísticas multivariantes a partir de los ...
Monreal Trigo, Javier(Universitat Politècnica de València, 2019-10-28)
[ES] Los métodos actuales de detección temprana de cáncer de vejiga presentan baja sensibilidad para la
detección de tumores de bajo grado, son invasivos, de coste elevado y operador dependientes. En este
proyecto se ...
Martínez Guijarro, Mª Remedios; Romero Gil, Inmaculada; Pachés Giner, María Aguas Vivas; González del Rio Rams, Julio; Martí Insa, Carmen Mª; GIL SEGUÍ, GERMA; Ferrer, Alberto; FERRER, J.(Elsevier, 2009)
Characterisation of phytoplankton communities in aquatic ecosystems is a costly task in terms of time,
material and human resources. The general objective of this paper is not to replace microscopic counts but
to complement ...
Tarazona Campos, Sonia; García-Alcalde, Fernando; Dopazo, Joaquín; Ferrer Riquelme, Alberto José; Conesa, Ana(Cold Spring Harbor Laboratory Press, 2011-09-08)
Next-generation sequencing (NGS) technologies are revolutionizing genome research, and in particular, their application to transcriptomics (RNA-seq) is increasingly being used for gene expression profiling as a replacement ...
Carretero Juchnowicz, Ilán Francisco(Universitat Politècnica de València, 2020-10-05)
[ES] El cáncer de mama es una de las enfermedades que mayor incidencia presenta en mujeres a nivel
mundial. Si bien es cierto que se han realizado múltiples avances a la hora de diagnosticar y tratar
esta patología, la ...
Sánchez López, Paula(Universitat Politècnica de València, 2020-04-14)
[ES] Los sistemas de interfaz cerebro-ordenador (BCI, Brain Computer Interfaces) usan directamente las señales del cerebro (EEG, electroencefalograma) para permitir al usuario actuar en el entorno sin necesidad de activación ...