Supervised learning via ensembles of diverse functional representations: the functional voting classifier
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Publication:6643227
DOI10.1007/S11222-024-10503-8MaRDI QIDQ6643227
E. Romano, Donato Riccio, Fabrizio Maturo
Publication date: 26 November 2024
Published in: Statistics and Computing (Search for Journal in Brave)
Computational methods for problems pertaining to statistics (62-08) Functional data analysis (62R10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)
Cites Work
- Title not available (Why is that?)
- Title not available (Why is that?)
- Greedy function approximation: A gradient boosting machine.
- Bagging predictors
- A partial overview of the theory of statistics with functional data
- Recent advances in functional data analysis and related topics. Selected papers based on the presentations at the international workshop on functional and operatorial statistics (IWFOS'2011), Santander, Spain, June 16--18, 2011.
- Curves discrimination: a nonparametric functional approach
- Classifying densities using functional regression trees: applications in oceanology
- Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
- Applied functional data analysis. Methods and case studies
- Grouped variable importance with random forests and application to multiple functional data analysis
- Random forest-based approach for physiological functional variable selection for driver's stress level classification
- Spatial functional normal mixed effect approach for curve classification
- Functional data analysis.
- Nonparametric functional data analysis. Theory and practice.
- On calculating with B-splines
- Random forests
- Supervised classification of curves via a combined use of functional data analysis and tree-based methods
- Pooling random forest and functional data analysis for biomedical signals supervised classification: theory and application to electrocardiogram data
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