Covariance‐based soft clustering of functional data based on the Wasserstein–Procrustes metric

Break point detection for functional covariance

(2022) Shuhao Jiao et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Clustering with the Average Silhouette Width

(2021) Fatima Batool et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

On functional data analysis and related topics

(2021) Germán Aneiros et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Fréchet means and Procrustes analysis in Wasserstein space

(2019) Yoav Zemel et al.   BERNOULLI

Covariance-based dissimilarity measures applied to clustering wide-sense stationary ergodic processes

(2019) Qidi Peng et al.   MACHINE LEARNING

New Tests for Equality of Several Covariance Functions for Functional Data

(2018) Jia Guo et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages

(2018) Davide Pigoli et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Permutation tests for the equality of covariance operators of functional data with applications to evolutionary biology

(2017) Alessandra Cabassi et al.   Electronic Journal of Statistics

Detecting and Localizing Differences in Functional Time Series Dynamics: A Case Study in Molecular Biophysics

(2016) Shahin Tavakoli et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Distances and inference for covariance operators

(2014) D. Pigoli et al.   BIOMETRIKA

A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

(2013) Yangyang Xu et al.   SIAM Journal on Imaging Sciences

Functional data clustering: a survey

(2013) Julien Jacques et al.   Advances in Data Analysis and Classification

Dispersion operators and resistant second-order functional data analysis

(2012) D. Kraus et al.   BIOMETRIKA

An extensive comparative study of cluster validity indices

(2012) Olatz Arbelaitz et al.   PATTERN RECOGNITION

Testing the Equality of Covariance Operators in Functional Samples

(2012) STEFAN FREMDT et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Second-Order Comparison of Gaussian Random Functions and the Geometry of DNA Minicircles

(2010) Victor M. Panaretos et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION