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José L. Torrecilla
José L. Torrecilla
Assistant Professor, Department of Mathematics, Universidad Autónoma de Madrid
Verified email at uam.es
Title
Cited by
Cited by
Year
Data learning from big data
JL Torrecilla, J Romo
Statistics & Probability Letters 136, 15-19, 2018
732018
Variable selection in functional data classification: A Maxima-Hunting proposal
JR Berrendero, A Cuevas, JL Torrecilla
Statistica Sinica 26, 619-638, 2016
612016
The mRMR variable selection method: a comparative study for functional data
JR Berrendero, A Cuevas, JL Torrecilla
Journal of Statistical Computation and Simulation 86 (5), 891-907, 2016
602016
On the use of reproducing kernel Hilbert spaces in functional classification
JR Berrendero, A Cuevas, JL Torrecilla
Journal of the American Statistical Association 113 (523), 1210-1218, 2018
552018
Evolution and study of a copycat effect in intimate partner homicides: A lesson from Spanish femicides
JL Torrecilla, L Quijano-Sánchez, F Liberatore, JJ López-Ossorio, ...
PLoS One 14 (6), e0217914, 2019
212019
High-fat diet induces metabolic changes and reduces oxidative stress in female mouse hearts
I Barba, E Miró-Casas, JL Torrecilla, E Pladevall, S Tejedor, ...
The Journal of Nutritional Biochemistry 40, 187-193, 2017
202017
On the theory and practice of variable selection for functional data
JL Torrecilla Noguerales
15*2015
scikit-fda: a Python package for functional data analysis
C Ramos-Carreño, JL Torrecilla, M Carbajo-Berrocal, P Marcos, A Suárez
arXiv preprint arXiv:2211.02566, 2022
122022
Optimal classification of Gaussian processes in homo-and heteroscedastic settings
JL Torrecilla, C Ramos-Carreño, M Sánchez-Montañés, A Suárez
Statistics and Computing 30 (4), 1091-1111, 2020
92020
Feature selection in functional data classification with recursive maxima hunting
JL Torrecilla, A Suárez
Advances in Neural Information Processing Systems 29, 2016
92016
dcor: Distance correlation and energy statistics in Python
C Ramos-Carreño, JL Torrecilla
SoftwareX 22, 101326, 2023
82023
GAA-UAM/scikit-fda: Functional Data Analysis in Python
C Ramos-Carreño, A Suárez, JL Torrecilla, MC Berrocal, PM Manchón, ...
URL: https://doi. org/10.5281/zenodo 7573921, 2019
62019
Análisis de datos funcionales, clasificación y selección de variables
JL Torrecilla Noguerales
22010
scikit-fda: Computational Tools for Machine Learning with Functional Data
C Ramos-Carreño, JL Torrecilla, Y Hong, A Suárez
2022 IEEE 34th International Conference on Tools with Artificial …, 2022
12022
A Distance-Covariance Approach to Variable Selection in Functional Discrimination
JR Berrendero, A Cuevas, JL Torrecilla
arXiv preprint arXiv:1309.6697, 2013
12013
Functional diffusion maps
M Barroso, CM Alaíz, JL Torrecilla, A Fernández
Statistics and Computing 34 (1), 22, 2024
2024
Classification of Functional Data: A Comparative Study
C Ramos-Carreño, JL Torrecilla, A Suárez
2022 21st IEEE International Conference on Machine Learning and Applications …, 2022
2022
From Multivariate to Functional Classification
JL Torrecilla
y-BIS 2019 Conference Book: Recent Advances n Data Sc ence and Bus ness …, 2019
2019
Estadística Aplicada al Periodismo
E Jiménez, D Ruiz, JL Torrecilla, AM Alonso, J Vicente, C Rendón, ...
Supplementary material for the paper “A distance-covariance approach to variable selection in functional discrimination”: Experiments guide
JR Berrendero, A Cuevas, JL Torrecilla
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