World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
36
Citations
5672
World Ranking
11242
National Ranking
187

Overview

Alberto Ferrer is affiliated with the Universitat Politècnica de València in Spain. Their research spans multiple fields, including molecular biology, analytical chemistry, control and systems engineering, statistics, probability and uncertainty, and radiology, nuclear medicine and imaging.

The scientist's research topics cover several specialized areas:

  • Spectroscopy and Chemometric Analyses
  • Fault Detection and Control Systems
  • Advanced Statistical Process Monitoring
  • Mineral Processing and Grinding
  • Bioinformatics and Genomic Networks
  • Gene expression and cancer classification
  • Long-Term Effects of COVID-19

Their publication record includes papers published in prominent venues with a focus on chemometrics, bioinformatics, and process optimization. Frequent publication venues include:

  • Chemometrics and Intelligent Laboratory Systems
  • Journal of Chemometrics
  • Zenodo (CERN European Organization for Nuclear Research)
  • Quality Engineering
  • SSRN Electronic Journal

Notable recent papers authored or co-authored by Ferrer include:

  • Multivariate Six Sigma: A Case Study in Industry 4.0 (2020, Processes)
  • Comprehensive functional core microbiome comparison in genetically obese and lean hosts under the same environment (2021, Communications Biology)
  • MultiBaC: an R package to remove batch effects in multi-omic experiments (2022, Bioinformatics)
  • A multi-omics dataset of heat-shock response in the yeast RNA binding protein Mip6 (2020, Scientific Data)
  • Improved formulation of the latent variable model inversion-based optimization problem for quality by design applications (2020, Journal of Chemometrics)

Ferrer frequently collaborates with several co-authors, including:

  • Joan Borràs-Ferrís
  • J.M. Prats-Montalbán
  • Alba González-Cebrián
  • Raffaele Vitale
  • Carl Duchesne

The scientist also has contributed to academic book publications, such as:

  • Estadística aplicada al ámbito sanitario (2022), published by Editorial Universitat Politècnica de València eBooks

Best Publications

  • Data quality aware analysis of differential expression in RNA-seq with NOISeq R/Bioc package

    Sonia Tarazona;Pedro Furió-Tarí;David Turrà;Antonio Di Pietro

  • maSigPro: a method to identify significantly differential expression profiles in time-course microarray experiments

    Ana Conesa;María José Nueda;Alberto Ferrer;Manuel Talón

  • Multivariate image analysis: a review with applications

    J.M. Prats-Montalbán;A. de Juan;A. Ferrer

  • Dealing with missing data in MSPC: several methods, different interpretations, some examples

    Francisco Arteaga;Alberto Ferrer

  • NOIseq: a RNA-seq differential expression method robust for sequencing depth biases

    Sonia Tarazona;Fernando García;Alberto Ferrer;Joaquín Dopazo

  • Multivariate Statistical Process Control Based on Principal Component Analysis (MSPC-PCA): Some Reflections and a Case Study in an Autobody Assembly Process

    Alberto Ferrer

  • Near infrared hyperspectral imaging for forensic analysis of document forgery

    Carolina S. Silva;Maria Fernanda Pimentel;Ricardo S. Honorato;Celio Pasquini

  • PCA model building with missing data: New proposals and a comparative study

    A. Folch-Fortuny;F. Arteaga;A. Ferrer

  • Data understanding with PCA: Structural and Variance Information plots

    José Camacho;Jesús Picó;Alberto Ferrer

  • Discovering gene expression patterns in time course microarray experiments by ANOVA–SCA

    María José Nueda;Ana Conesa;Johan A. Westerhuis;Huub C. J. Hoefsloot

  • Pixel classification methods for identifying and quantifying leaf surface injury from digital images

    Ole Mathis Opstad Kruse;José Manuel Prats-Montalbán;Ulf Geir Indahl;Knut Kvaal

  • Missing Data Imputation Toolbox for MATLAB

    Abel Folch-Fortuny;Francisco Arteaga;Alberto Ferrer

  • The best approaches in the on-line monitoring of batch processes based on PCA: Does the modelling structure matter?

    J. Camacho;J. Picó;A. Ferrer

  • Real-time synchronization of batch trajectories for on-line multivariate statistical process control using Dynamic Time Warping

    J.M. González-Martínez;A. Ferrer;J.A. Westerhuis

  • VIS/NIR hyperspectral imaging and N-way PLS-DA models for detection of decay lesions in citrus fruits

    A. Folch-Fortuny;J.M. Prats-Montalbán;S. Cubero;J. Blasco

  • Multivariate SPC of a sequencing batch reactor for wastewater treatment

    D. Aguado;A. Ferrer;J. Ferrer;A. Seco

  • Multi‐phase analysis framework for handling batch process data

    José Camacho;Jesús Picó;Alberto Ferrer

  • Integration of statistical and engineering process control in a continuous polymerization process

    Carmen Capilla;Alberto Ferrer;Rafael Romero;Angel Hualda

  • ARSyN: a method for the identification and removal of systematic noise in multifactorial time course microarray experiments

    Maria j. Nueda;Alberto Ferrer;Ana Conesa

  • Framework for regression-based missing data imputation methods in on-line MSPC

    Francisco Arteaga;Alberto Ferrer

  • Chemometric approaches to improve PLSDA model outcome for predicting human non-alcoholic fatty liver disease using UPLC-MS as a metabolic profiling tool

    Guillermo Quintás;Nuria Portillo;Juan Carlos García-Cañaveras;José Vicente Castell

  • Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: Practical aspects

    José Camacho;Alberto Ferrer

Frequent Co-Authors

Ana Conesa
Ana Conesa University of Florida
Joaquín Dopazo
Joaquín Dopazo Institute of Biomedicine of Seville
Johan A. Westerhuis
Johan A. Westerhuis University of Amsterdam
Santiago F. Elena
Santiago F. Elena Santa Fe Institute
Aurora Seco
Aurora Seco University of Valencia
Age K. Smilde
Age K. Smilde University of Amsterdam
José Ferrer
José Ferrer Universitat Politècnica de València
José Blasco
José Blasco University of Valencia
Huub C. J. Hoefsloot
Huub C. J. Hoefsloot University of Amsterdam
Manuel Talón
Manuel Talón Instituto Valenciano de Investigaciones Agrarias

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring online education can open flexible and affordable pathways into Computer Science and related fields. Many students looking to fast-track their education consider shortest masters degree options online. These programs enable learners to earn a credential quickly and start their careers sooner.

For those wanting degrees that lead to strong employment opportunities, checking out the most valuable masters degrees may be wise. In-demand programs in data science, cybersecurity, and artificial intelligence can provide a solid return on your educational investment.

Not ready for a full four-year degree? 2 year online degrees in technology fields offer a cost-effective way to gain foundational computer science skills and enter the workforce quickly.

Cost is often a big concern. Choosing from the cheapest online colleges can help minimize debt while still letting you access reputable programs in computer science and IT.

Best Scientists Citing Alberto Ferrer

Trending Scientists

Recently Published Articles