An Active Contour Model for the Automatic Detection of the Fovea in Fluorescein Angiographies. - Jaime Gutierrez 004; Irene Epifanio; Esther de Ves; Francesc J. Ferri (ICPR, 2000)

Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation. - Jesus Malo; Rafael Fonolla Navarro; Irene Epifanio; Francesc J. Ferri; José M Artigas (SSPR/SPR, 2000)

Perceptual feedback in multigrid motion estimation using an improved DCT quantization. - Jesus Malo; Jaime Gutierrez 004; Irene Epifanio; Francesc J. Ferri; José M Artigas (IEEE Trans. Image Process., 2001)

A random set view of texture classification. - Irene Epifanio; Guillermo Ayala (IEEE Trans. Image Process., 2002)

Segmentation of natural landscapes using morphological texture features. - Irene Epifanio; Pierre Soille (IGARSS, 2003)

Linear transform for simultaneous diagonalization of covariance and perceptual metric matrix in image coding. - Irene Epifanio; Jaime Gutierrez 004; Jesus Malo (Pattern Recognit., 2003)

Clustering of spatial point patterns. - Guillermo Ayala; Irene Epifanio; Amelia Simó; Victoria Zapater (Comput. Stat. Data Anal., 2006)

Nonlinear image representation for efficient perceptual coding. - Jesus Malo; Irene Epifanio; Rafael Fonolla Navarro; Eero P. Simoncelli (IEEE Trans. Image Process., 2006)

Morphological Texture Features for Unsupervised and Supervised Segmentations of Natural Landscapes. - Irene Epifanio; Pierre Soille (IEEE Trans. Geosci. Remote. Sens., 2007)

Analysis of multiple waveforms by means of functional principal component analysis: normal versus pathological patterns in sit-to-stand movement. - Irene Epifanio; Carolina Ávila; Alvaro Page; Carlos Atienza (Medical Biol. Eng. Comput., 2008)

Shape Descriptors for Classification of Functional Data. - Irene Epifanio (Technometrics, 2008)

Functional data analysis in shape analysis. - Irene Epifanio; Noelia Ventura-Campos (Comput. Stat. Data Anal., 2011)

Apparel sizing using trimmed PAM and OWA operators. - M. Victoria Ibáñez; Guillermo Vinué; Sandra Alemany; Amelia Simó; Irene Epifanio; Juan Domingo 001; Guillermo Ayala (Expert Syst. Appl., 2012)

Archetypal analysis: Contributions for estimating boundary cases in multivariate accommodation problem. - Irene Epifanio; Guillermo Vinué; Sandra Alemany (Comput. Ind. Eng., 2013)

h-plots for displaying nonmetric dissimilarity matrices. - Irene Epifanio (Stat. Anal. Data Min., 2013)

Mapping the asymmetrical citation relationships between journals by h-plots. - Irene Epifanio (J. Assoc. Inf. Sci. Technol., 2014)

Archetypoids: A new approach to define representative archetypal data. - Guillermo Vinué; Irene Epifanio; Sandra Alemany (Comput. Stat. Data Anal., 2015)

An ensemble of ordered logistic regression and random forest for child garment size matching. - A. Pierola; Irene Epifanio; Sandra Alemany (Comput. Ind. Eng., 2016)

Functional archetype and archetypoid analysis. - Irene Epifanio (Comput. Stat. Data Anal., 2016)

Intervention in prediction measure: a new approach to assessing variable importance for random forests. - Irene Epifanio (BMC Bioinform., 2017)

Archetypoid analysis for sports analytics. - Guillermo Vinué; Irene Epifanio (Data Min. Knowl. Discov., 2017)

Archetypal shapes based on landmarks and extension to handle missing data. - Irene Epifanio; Maria Victoria Ibáñez; Amelia Simó (Adv. Data Anal. Classif., 2018)

Robust multivariate and functional archetypal analysis with application to financial time series analysis. - Jesús Moliner; Irene Epifanio (CoRR, 2018)

Forecasting basketball players' performance using sparse functional data. - Guillermo Vinué; Irene Epifanio (Stat. Anal. Data Min., 2019)

Detecting and visualizing differences in brain structures with SPHARM and functional data analysis. - Lara Ferrando; Noelia Ventura-Campos; Irene Epifanio (NeuroImage, 2020)

Ten Simple Rules for organizing a non-real-time web conference. - Ana Arnal; Irene Epifanio; Pablo Gregori; Vicente Martínez (PLoS Comput. Biol., 2020)

Robust archetypoids for anomaly detection in big functional data. - Guillermo Vinué; Irene Epifanio (Adv. Data Anal. Classif., 2021)

Archetypal analysis for ordinal data. - Daniel Fernández; Irene Epifanio; Louise Fastier McMillan (Inf. Sci., 2021)

Archetype analysis: A new subspace outlier detection approach. - Ismael Cabero; Irene Epifanio; Ana Piérola; Alfredo Ballester (Knowl. Based Syst., 2021)

Ordinal classification for interval-valued data and interval-valued functional data. - Aleix Alcacer; Marina Martinez-Garcia; Irene Epifanio (Expert Syst. Appl., 2024)

Biarchetype Analysis: Simultaneous Learning of Observations and Features Based on Extremes. - Aleix Alcacer; Irene Epifanio; Ximo Gual-Arnau (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

A Survey on Archetypal Analysis. - Aleix Alcacer; Irene Epifanio; Sebastian Mair 001; Morten Mørup (CoRR, 2025)

Incorporating Fairness Constraints into Archetypal Analysis. - Aleix Alcacer; Irene Epifanio (CoRR, 2025)