Rapid detection of hot-spots via tensor decomposition with applications to crime rate data
type: Item
instance of: scholarly article
title: Rapid detection of hot-spots via tensor decomposition with applications to crime rate data
DOI: 10.1080/02664763.2021.1874892
author: Yujie Zhao
author: Hao Yan
author: Sarah E. Holte
author: Yajun Mei
published in: Journal of Applied Statistics
publication date: 2022-06-13T00:00:00Z
full work available at URL: https://arxiv.org/abs/2004.11710
Mathematics Subject Classification ID: 62Pxx
zbMATH DE Number: 7540753
zbMATH Keywords: tensor decomposition
zbMATH Keywords: spatio-temporal
zbMATH Keywords: hot-spot detection
zbMATH Keywords: quick detection
zbMATH Keywords: CUSUM
MaRDI profile type: Publication
OpenAlex ID: W3128154694
cites work: A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
cites work: Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
cites work: An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
cites work: On non-ergodic convergence rate of Douglas-Rachford alternating direction method of multipliers
cites work: Batch process monitoring with tensor factorization
cites work: Tensor Decompositions and Applications
cites work: A spatial scan statistic
cites work: Prospective Time Periodic Geographical Disease Surveillance Using a Scan Statistic
cites work: Control Charts for Multivariate Processes
cites work: Procedures for Reacting to a Change in Distribution
cites work: CONTINUOUS INSPECTION SCHEMES
cites work: Spatial–temporal model for wind speed in Lithuania
cites work: Q4727203
cites work: A Space-Time Scan Statistic for Detecting Emerging Outbreaks
cites work: Q4864293
cites work: Sparsity and Smoothness Via the Fused Lasso
cites work: The solution path of the generalized lasso
cites work: Q3188036
cites work: Multivariate Statistical Process Control Using LASSO
cites work: LASSO-based multivariate linear profile monitoring
Recommended article: Hot-spots detection in count data by Poisson assisted smooth sparse tensor decomposition
Recommended article: Detecting local regions of change in high-dimensional criminal or terrorist point processes
Recommended article: Spatiotemporal-textual point processes for crime linkage detection
Recommended article: Hotspot detection with bivariate data
Recommended article: Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis
Recommended article: Q4448649
description: scientific article; zbMATH DE number 7540753