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Modal clustering of matrix-variate data (Q6106167)

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scientific article; zbMATH DE number 7702484

Language	Label	Description	Also known as
English	Modal clustering of matrix-variate data	scientific article; zbMATH DE number 7702484

Statements

scholarly article

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Modal clustering of matrix-variate data (English)

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Federico Ferraccioli

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Giovanna Menardi

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Advances in Data Analysis and Classification. ADAC

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publication date

27 June 2023

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full work available at URL

https://arxiv.org/abs/2010.13440

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zbMATH Keywords

matrix-variate data

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modal clustering

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mean-shift

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kernel density

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nearest neighbors

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MaRDI profile type

MaRDI publication profile

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Comparative study on classifying human activities with miniature inertial and magnetic sensors

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Matrix-variate distribution theory under elliptical models-4: joint distribution of latent roots of covariance matrix and the largest and smallest latent roots

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A population background for nonparametric density-based clustering

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Statistics on the Stiefel manifold: theory and applications

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Matrix Variate Regressions and Envelope Models

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Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging

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Feature significance for multivariate kernel density estimation

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The estimation of the gradient of a density function, with applications in pattern recognition

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Non-Parametric Inference for Density Modes

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A sufficient condition for the convergence of the mean shift algorithm with Gaussian kernel

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Model-based clustering for multivariate functional data

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Applied Multiway Data Analysis

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A fast cosine transform in one and two dimensions

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A Review on Modal Clustering

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Silhouettes: a graphical aid to the interpretation and validation of cluster analysis

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Applied matrix and tensor variate data analysis

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On parsimonious models for modeling matrix data

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The Discrete Cosine Transform

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Estimating the cluster tree of a density by analyzing the minimal spanning tree of a sample

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Two new matrix-variate distributions with application in model-based clustering

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A hierarchical mixture model for clustering three-way data sets

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Simultaneous component and clustering models for three-way data: Within and between approaches

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Finite mixtures of matrix normal distributions for classifying three-way data

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On matrix-variate regression analysis

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Model based clustering for three-way data structures

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Three-way clustering of multi-tissue multi-individual gene expression data using semi-nonnegative tensor decomposition

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Regularized Matrix Regression

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Identifiers

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Mathematics Subject Classification ID

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zbMATH DE Number

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10.1007/S11634-022-00501-X

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Sitelinks

Mathematics(1 entry)

mardi Publication:6106167

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