Depth-based classification for relational data with multiple attributes
type: Item
instance of: scholarly article
title: Depth-based classification for relational data with multiple attributes
zbMATH Open document ID: 1467.62116
author: Xu Zhang
author: Yahui Tian
author: Guoyu Guan
author: Yulia R. Gel
published in: Journal of Multivariate Analysis
publication date: 2021-06-22T00:00:00Z
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 62G05
Mathematics Subject Classification ID: 62P25
zbMATH DE Number: 7361726
zbMATH Keywords: classification
zbMATH Keywords: complex network
zbMATH Keywords: data depth
zbMATH Keywords: nonparametrics
zbMATH Keywords: relational data
describes a project that uses: ElemStatLearn
describes a project that uses: aplore3
describes a project that uses: penalizedLDA
MaRDI profile type: Publication
full work available at URL: j.jmva.2021.104732
OpenAlex ID: W3132427899
cites work: Complex networks: structure and dynamics
cites work: The \(\mathrm{DD}^G\)-classifier in the functional setting
cites work: The random Tukey depth
cites work: Exact computation of the halfspace depth
cites work: Nonparametric statistics of dynamic networks with distinguishable nodes
cites work: Feature screening for ultrahigh dimensional binary data
cites work: Applied Logistic Regression
cites work: High-breakdown robust multivariate methods
cites work: Clustering and classification based on the L\(_{1}\) data depth
cites work: Q5361327
cites work: Statistical Analysis of Network Data with R
cites work: DD-Classifier: Nonparametric Classification Procedure Based onDD-Plot
cites work: Prediction models for network-linked data
cites work: Multivariate analysis by data depth: Descriptive statistics, graphics and inference. (With discussions and rejoinder)
cites work: Q4633059
cites work: Q4614127
cites work: Q3998435
cites work: Fast \(DD\)-classification of functional data
cites work: A topologically valid definition of depth for functional data
cites work: Exploring complex networks
cites work: Fast Community Detection in Complex Networks with a K-Depths Classifier
cites work: Fusing data depth with complex networks: community detection with prior information
cites work: Penalized Classification using Fisher’s Linear Discriminant
cites work: Logistic Regression with Network Structure
cites work: Projection-based depth functions and associated medians
cites work: General notions of statistical depth function.
DOI: 10.1016/J.JMVA.2021.104732
description: scientific article; zbMATH DE number 7361726