Juan Romo

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 7

Top Topics

Detect Outliers

Pectoral Muscle

High Dimensions

Top Venues

Adv. Data Anal. Classif.

Publications

Javier Albert-Smet, Aurora Torrente, Juan Romo
Band depth based initialization of K-means for functional data clustering. Adv. Data Anal. Classif. 17 (2) (2023)
Aurora Torrente, Juan Romo
Initializing k-means Clustering by Bootstrap and Data Depth. J. Classif. 38 (2) (2021)
Jairo A. Ayala-Godoy, Rosa E. Lillo, Juan Romo
Automatic elimination of the pectoral muscle in mammograms based on anatomical features. CoRR (2020)
Dalia Valencia, Rosa E. Lillo, Juan Romo
A Kendall correlation coefficient between functional data. Adv. Data Anal. Classif. 13 (4) (2019)
Francesca Ieva, Anna Maria Paganoni, Juan Romo, Nicholas Tarabelloni
roahd Package: Robust Analysis of High Dimensional Data. R J. 11 (2) (2019)
Samuel Müller, Graciela Boente, Christophe Croux, Juan Romo, Stefan Van Aelst
2nd special issue on robust analysis of complex data. Comput. Stat. Data Anal. 113 (2017)
Ana Arribas-Gil, Juan Romo
Discussion of "Multivariate functional outlier detection". Stat. Methods Appl. 24 (2) (2015)
Belen Martin-Barragan, Rosa E. Lillo, Juan Romo
Interpretable support vector machines for functional data. Eur. J. Oper. Res. 232 (1) (2014)
Andrés M. Alonso, David Casado, Sara López-Pintado, Juan Romo
Robust Functional Supervised Classification for Time Series. J. Classif. 31 (3) (2014)
Aurora Torrente, Sara López-Pintado, Juan Romo
DepthTools: an R package for a robust analysis of gene expression data. BMC Bioinform. 14 (2013)
Andrés M. Alonso, David Casado, Juan Romo
Supervised classification for functional data: A weighted distance approach. Comput. Stat. Data Anal. 56 (7) (2012)
Sara López-Pintado, Juan Romo
A half-region depth for functional data. Comput. Stat. Data Anal. 55 (4) (2011)
Sara López-Pintado, Juan Romo
Depth-based inference for functional data. Comput. Stat. Data Anal. 51 (10) (2007)
Lorenzo Pascual, Juan Romo, Esther Ruiz
Bootstrap prediction for returns and volatilities in GARCH models. Comput. Stat. Data Anal. 50 (9) (2006)
Sara López-Pintado, Juan Romo
Depth-based classification for functional data. Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications (2003)
Andrés M. Alonso, Daniel Peña, Juan Romo
Missing Values Resampling for Time Series. COMPSTAT (2002)