Irene Epifanio

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 14

Top Topics

Anomaly Detection

Logistic Regression

Top Venues

Stat. Anal. Data Min.

Comput. Stat. Data Anal.

Comput. Ind. Eng.

Adv. Data Anal. Classif.

Publications

Aleix Alcacer, Marina Martinez-Garcia, Irene Epifanio
Ordinal classification for interval-valued data and interval-valued functional data. Expert Syst. Appl. 238 (Part F) (2024)
Daniel Fernández, Irene Epifanio, Louise Fastier McMillan
Archetypal analysis for ordinal data. Inf. Sci. 579 (2021)
Guillermo Vinué, Irene Epifanio
Robust archetypoids for anomaly detection in big functional data. Adv. Data Anal. Classif. 15 (2) (2021)
Ismael Cabero, Irene Epifanio, Ana Piérola, Alfredo Ballester
Archetype analysis: A new subspace outlier detection approach. Knowl. Based Syst. 217 (2021)
Ana Arnal, Irene Epifanio, Pablo Gregori, Vicente Martínez
Ten Simple Rules for organizing a non-real-time web conference. PLoS Comput. Biol. 16 (3) (2020)
Lara Ferrando, Noelia Ventura-Campos, Irene Epifanio
Detecting and visualizing differences in brain structures with SPHARM and functional data analysis. NeuroImage 222 (2020)
Guillermo Vinué, Irene Epifanio
Forecasting basketball players' performance using sparse functional data. Stat. Anal. Data Min. 12 (6) (2019)
Irene Epifanio, Maria Victoria Ibáñez, Amelia Simó
Archetypal shapes based on landmarks and extension to handle missing data. Adv. Data Anal. Classif. 12 (3) (2018)
Jesús Moliner, Irene Epifanio
Robust multivariate and functional archetypal analysis with application to financial time series analysis. CoRR (2018)
Guillermo Vinué, Irene Epifanio
Archetypoid analysis for sports analytics. Data Min. Knowl. Discov. 31 (6) (2017)
Irene Epifanio
Intervention in prediction measure: a new approach to assessing variable importance for random forests. BMC Bioinform. 18 (1) (2017)
A. Pierola, Irene Epifanio, Sandra Alemany
An ensemble of ordered logistic regression and random forest for child garment size matching. Comput. Ind. Eng. 101 (2016)
Irene Epifanio
Functional archetype and archetypoid analysis. Comput. Stat. Data Anal. 104 (2016)
Guillermo Vinué, Irene Epifanio, Sandra Alemany
Archetypoids: A new approach to define representative archetypal data. Comput. Stat. Data Anal. 87 (2015)
Irene Epifanio
Mapping the asymmetrical citation relationships between journals by h-plots. J. Assoc. Inf. Sci. Technol. 65 (6) (2014)
Irene Epifanio
h-plots for displaying nonmetric dissimilarity matrices. Stat. Anal. Data Min. 6 (2) (2013)
Irene Epifanio, Guillermo Vinué, Sandra Alemany
Archetypal analysis: Contributions for estimating boundary cases in multivariate accommodation problem. Comput. Ind. Eng. 64 (3) (2013)
M. Victoria Ibáñez, Guillermo Vinué, Sandra Alemany, Amelia Simó, Irene Epifanio, Juan Domingo, Guillermo Ayala
Apparel sizing using trimmed PAM and OWA operators. Expert Syst. Appl. 39 (12) (2012)
Irene Epifanio, Noelia Ventura-Campos
Functional data analysis in shape analysis. Comput. Stat. Data Anal. 55 (9) (2011)
Irene Epifanio
Shape Descriptors for Classification of Functional Data. Technometrics 50 (3) (2008)
Irene Epifanio, Carolina Ávila, Alvaro Page, Carlos Atienza
Analysis of multiple waveforms by means of functional principal component analysis: normal versus pathological patterns in sit-to-stand movement. Medical Biol. Eng. Comput. 46 (6) (2008)
Irene Epifanio, Pierre Soille
Morphological Texture Features for Unsupervised and Supervised Segmentations of Natural Landscapes. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)
Guillermo Ayala, Irene Epifanio, Amelia Simó, Victoria Zapater
Clustering of spatial point patterns. Comput. Stat. Data Anal. 50 (4) (2006)
Jesus Malo, Irene Epifanio, Rafael Fonolla Navarro, Eero P. Simoncelli
Nonlinear image representation for efficient perceptual coding. IEEE Trans. Image Process. 15 (1) (2006)
Irene Epifanio, Jaime Gutierrez, Jesus Malo
Linear transform for simultaneous diagonalization of covariance and perceptual metric matrix in image coding. Pattern Recognit. 36 (8) (2003)
Irene Epifanio, Pierre Soille
Segmentation of natural landscapes using morphological texture features. IGARSS (2003)
Irene Epifanio, Guillermo Ayala
A random set view of texture classification. IEEE Trans. Image Process. 11 (8) (2002)
Jesus Malo, Jaime Gutierrez, Irene Epifanio, Francesc J. Ferri, José M Artigas
Perceptual feedback in multigrid motion estimation using an improved DCT quantization. IEEE Trans. Image Process. 10 (10) (2001)
Jesus Malo, Rafael Fonolla Navarro, Irene Epifanio, Francesc J. Ferri, José M Artigas
Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation. SSPR/SPR (2000)
Jaime Gutierrez, Irene Epifanio, Esther de Ves, Francesc J. Ferri
An Active Contour Model for the Automatic Detection of the Fovea in Fluorescein Angiographies. ICPR (2000)