Javier Palarea-Albaladejo

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 4

Top Topics

Partial Least Squares

Regression Methods

Mass Spectrometry Data

Quality Control

Top Venues

Stat. Anal. Data Min.

Adv. Data Anal. Classif.

Publications

Nikola Stefelová, Javier Palarea-Albaladejo, Karel Hron, Ales Gába, Jan Dygrýn
Compositional PLS biplot based on pivoting balances: an application to explore the association between 24-h movement behaviours and adiposity. Comput. Stat. 39 (2) (2024)
Nikola Stefelová, Andreas Alfons, Javier Palarea-Albaladejo, Peter Filzmoser, Karel Hron
Robust regression with compositional covariates including cellwise outliers. Adv. Data Anal. Classif. 15 (4) (2021)
Nikola Stefelová, Javier Palarea-Albaladejo, Karel Hron
Weighted pivot coordinates for partial least squares-based marker discovery in high-throughput compositional data. Stat. Anal. Data Min. 14 (4) (2021)
Javier Palarea-Albaladejo, Kevin McLean, Frank Wright, David G. E. Smith
MALDIrppa: quality control and robust analysis for mass spectrometry data. Bioinform. 34 (3) (2018)
Javier Palarea-Albaladejo, Josep-Antoni Martín-Fernández, Jesús A. Soto
Dealing with Distances and Transformations for Fuzzy C-Means Clustering of Compositional Data. J. Classif. 29 (2) (2012)
Josep-Antoni Martín-Fernández, Karel Hron, Matthias Templ, Peter Filzmoser, Javier Palarea-Albaladejo
Model-based replacement of rounded zeros in compositional data: Classical and robust approaches. Comput. Stat. Data Anal. 56 (9) (2012)
Javier Palarea-Albaladejo, Josep-Antoni Martín-Fernández
A modified EM alr-algorithm for replacing rounded zeros in compositional data sets. Comput. Geosci. 34 (8) (2008)
Jesús A. Soto, Antonio Flores-Sintas, Javier Palarea-Albaladejo
Improving probabilities in a fuzzy clustering partition. Fuzzy Sets Syst. 159 (4) (2008)