Online Structural Change-Point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning
出版年份 2022 全文链接
标题
Online Structural Change-Point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning
作者
关键词
-
出版物
TECHNOMETRICS
Volume -, Issue -, Pages 1-14
出版商
Informa UK Limited
发表日期
2022-02-25
DOI
10.1080/00401706.2022.2046171
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning
- (2020) Chen Zhang et al. TECHNOMETRICS
- Functional directed graphical models and applications in root-cause analysis and diagnosis
- (2020) Ana María Estrada Gómez et al. JOURNAL OF QUALITY TECHNOLOGY
- Subspace Change-Point Detection: A New Model and Solution
- (2019) Yuchen Jiao et al. IEEE Journal of Selected Topics in Signal Processing
- A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine
- (2019) Maolin Shi et al. KNOWLEDGE-BASED SYSTEMS
- A Sequential Bayesian Partitioning Approach for Online Steady-State Detection of Multivariate Systems
- (2019) Jianguo Wu et al. IEEE Transactions on Automation Science and Engineering
- Doubly functional graphical models in high dimensions
- (2019) Xinghao Qiao et al. BIOMETRIKA
- Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework
- (2017) Chun-Guang Li et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso
- (2017) Alexander J. Gibberd et al. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
- A nonparametric graphical model for functional data with application to brain networks based on fMRI
- (2017) Bing Li et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Functional Graphical Models
- (2017) Xinghao Qiao et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- A survey of methods for time series change point detection
- (2016) Samaneh Aminikhanghahi et al. KNOWLEDGE AND INFORMATION SYSTEMS
- Asymptotic normality and optimalities in estimation of large Gaussian graphical models
- (2015) Zhao Ren et al. ANNALS OF STATISTICS
- Online detection of steady-state operation using a multiple-change-point model and exact Bayesian inference
- (2015) Jianguo Wu et al. IIE TRANSACTIONS
- Joint estimation of multiple graphical models from high dimensional time series
- (2015) Huitong Qiu et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Sparse Subspace Clustering: Algorithm, Theory, and Applications
- (2013) E. Elhamifar et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Optimal Detection of Changepoints With a Linear Computational Cost
- (2012) R. Killick et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Estimating networks with jumps
- (2012) Mladen Kolar et al. Electronic Journal of Statistics
- Time varying undirected graphs
- (2010) Shuheng Zhou et al. MACHINE LEARNING
- Generating random correlation matrices based on vines and extended onion method
- (2009) Daniel Lewandowski et al. JOURNAL OF MULTIVARIATE ANALYSIS
- A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
- (2009) Amir Beck et al. SIAM Journal on Imaging Sciences
- Sparse permutation invariant covariance estimation
- (2008) Adam J. Rothman et al. Electronic Journal of Statistics
- A SINful approach to Gaussian graphical model selection
- (2007) Mathias Drton et al. JOURNAL OF STATISTICAL PLANNING AND INFERENCE
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started