Vitelli, Valeria A novel framework for joint sparse clustering and alignment of functional data. (English) Zbl 07814033 J. Nonparametric Stat. 36, No. 1, 182-211 (2024). MSC: 62Gxx 62H30 62M99 PDFBibTeX XMLCite \textit{V. Vitelli}, J. Nonparametric Stat. 36, No. 1, 182--211 (2024; Zbl 07814033) Full Text: DOI arXiv OA License
Barroso, M.; Alaíz, C. M.; Torrecilla, J. L.; Fernández, A. Functional diffusion maps. (English) Zbl 07800659 Stat. Comput. 34, No. 1, Paper No. 22, 16 p. (2024). MSC: 62-08 62R10 PDFBibTeX XMLCite \textit{M. Barroso} et al., Stat. Comput. 34, No. 1, Paper No. 22, 16 p. (2024; Zbl 07800659) Full Text: DOI arXiv OA License
Pannu, Jasdeep; Billor, Nedret Robust sparse functional regression model. (English) Zbl 07603792 Commun. Stat., Simulation Comput. 51, No. 9, 4883-4903 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Pannu} and \textit{N. Billor}, Commun. Stat., Simulation Comput. 51, No. 9, 4883--4903 (2022; Zbl 07603792) Full Text: DOI
Liebl, Dominik; Rameseder, Stefan; Rust, Christoph Improving estimation in functional linear regression with points of impact: insights into Google AdWords. (English) Zbl 07500359 J. Comput. Graph. Stat. 29, No. 4, 814-826 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Liebl} et al., J. Comput. Graph. Stat. 29, No. 4, 814--826 (2020; Zbl 07500359) Full Text: DOI arXiv
Oviedo de la Fuente, Manuel; Cabo, Carlos; Ordóñez, Celestino; Roca-Pardiñas, Javier Optimum scale selection for 3D point cloud classification through distance correlation. (English) Zbl 1444.62166 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 213-220 (2020). MSC: 62R10 62H30 62H20 68T05 PDFBibTeX XMLCite \textit{M. Oviedo de la Fuente} et al., in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 213--220 (2020; Zbl 1444.62166) Full Text: DOI
Blanquero, Rafael; Carrizosa, Emilio; Jiménez-Cordero, Asunción; Martín-Barragán, Belén Variable selection in classification for multivariate functional data. (English) Zbl 1443.62179 Inf. Sci. 481, 445-462 (2019). MSC: 62H30 90C26 PDFBibTeX XMLCite \textit{R. Blanquero} et al., Inf. Sci. 481, 445--462 (2019; Zbl 1443.62179) Full Text: DOI Link
Berrendero, José R.; Bueno-Larraz, Beatriz; Cuevas, Antonio An RKHS model for variable selection in functional linear regression. (English) Zbl 1416.62331 J. Multivariate Anal. 170, 25-45 (2019). MSC: 62H30 62G05 62J05 46E22 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Multivariate Anal. 170, 25--45 (2019; Zbl 1416.62331) Full Text: DOI arXiv
Blanquero, R.; Carrizosa, E.; Jiménez-Cordero, A.; Martín-Barragán, B. Functional-bandwidth kernel for support vector machine with functional data: an alternating optimization algorithm. (English) Zbl 1430.90450 Eur. J. Oper. Res. 275, No. 1, 195-207 (2019). MSC: 90C20 68T10 62H30 PDFBibTeX XMLCite \textit{R. Blanquero} et al., Eur. J. Oper. Res. 275, No. 1, 195--207 (2019; Zbl 1430.90450) Full Text: DOI Link
Berrendero, José R.; Cuevas, Antonio; Torrecilla, José L. On the use of reproducing kernel Hilbert spaces in functional classification. (English) Zbl 1402.68152 J. Am. Stat. Assoc. 113, No. 523, 1210-1218 (2018). MSC: 68T05 46E22 62G08 62H30 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Am. Stat. Assoc. 113, No. 523, 1210--1218 (2018; Zbl 1402.68152) Full Text: DOI arXiv
Vieu, Philippe On dimension reduction models for functional data. (English) Zbl 1489.62421 Stat. Probab. Lett. 136, 134-138 (2018). MSC: 62R10 62R07 PDFBibTeX XMLCite \textit{P. Vieu}, Stat. Probab. Lett. 136, 134--138 (2018; Zbl 1489.62421) Full Text: DOI
Vepakomma, Praneeth; Tonde, Chetan; Elgammal, Ahmed Supervised dimensionality reduction via distance correlation maximization. (English) Zbl 1390.62105 Electron. J. Stat. 12, No. 1, 960-984 (2018). MSC: 62H20 62G08 62G20 PDFBibTeX XMLCite \textit{P. Vepakomma} et al., Electron. J. Stat. 12, No. 1, 960--984 (2018; Zbl 1390.62105) Full Text: DOI arXiv Euclid
Berrendero, J. R.; Cuevas, A.; Torrecilla, J. L. The mRMR variable selection method: a comparative study for functional data. (English) Zbl 1510.62274 J. Stat. Comput. Simulation 86, No. 5, 891-907 (2016). MSC: 62H30 62H20 62R10 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Stat. Comput. Simulation 86, No. 5, 891--907 (2016; Zbl 1510.62274) Full Text: DOI arXiv Link
Berrendero, José R.; Cuevas, Antonio; Pateiro-López, Beatriz Shape classification based on interpoint distance distributions. (English) Zbl 1336.62171 J. Multivariate Anal. 146, 237-247 (2016). MSC: 62H30 62H35 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Multivariate Anal. 146, 237--247 (2016; Zbl 1336.62171) Full Text: DOI
Goia, Aldo (ed.); Vieu, Philippe (ed.) An introduction to recent advances in high/infinite dimensional statistics. (English) Zbl 1384.00073 J. Multivariate Anal. 146, 1-6 (2016). MSC: 00B15 62-06 62Hxx PDFBibTeX XMLCite \textit{A. Goia} (ed.) and \textit{P. Vieu} (ed.), J. Multivariate Anal. 146, 1--6 (2016; Zbl 1384.00073) Full Text: DOI