On the Use of Reproducing Kernel Hilbert Spaces in Functional Classification

Author:

Berrendero José R.1ORCID,Cuevas Antonio1ORCID,Torrecilla José L.12ORCID

Affiliation:

1. Departamento de Matemáticas, Universidad Autónoma de Madrid, Madrid, Spain

2. Institute BS-UC3M of Financial Big Data, Universidad Carlos III de Madrid, Madrid, Spain

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Cited by 30 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Functional Local Mean K-Nearest Neighbor: introducing a novel metric for improved algorithm performance;2024 International Conference on Intelligent Systems and Computer Vision (ISCV);2024-05-08

2. Interpretable discriminant analysis for functional data supported on random nonlinear domains with an application to Alzheimer’s disease;Journal of the Royal Statistical Society Series B: Statistical Methodology;2024-03-22

3. scikit-fda: A Python Package for Functional Data Analysis;Journal of Statistical Software;2024

4. Fast Convergence on Perfect Classification for Functional Data;Statistica Sinica;2024

5. Optimal Classification for Functional Data;Statistica Sinica;2024

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