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Sequential multi-sensor change-point detection
5 references·16 citing·31 second hop
Sequential multi-sensor change-point detection (2013)Sequential multi-sensor change-point dete…Efficient scalable schemes for monitoring a large number of data streams (2010)Efficient scalable schemes fo…Using the Generalized Likelihood Ratio Statistic for Sequential Detection of a Change-Point (1995)Using the Generalized Likelih…Sequential Changepoint Detection in Quality Control and Dynamical Systems (1995)Sequential Changepoint Detect…Procedures for Reacting to a Change in Distribution (1971)Procedures for Reacting to a …A Test for a Change in a Parameter Occurring at an Unknown Point (1955)A Test for a Change in a Para…Real-time Change-Point Detection: A deep neural network-based adaptive approach for detecting changes in multivariate time series data (2022)Real-time Change-Point Detect…High-Dimensional, Multiscale Online Changepoint Detection (2022)High-Dimensional, Multiscale …Bandit Change-Point Detection for Real-Time Monitoring High-Dimensional Data Under Sampling Control (2022)Bandit Change-Point Detection…Sequential (Quickest) Change Detection: Classical Results and New Directions (2021)Sequential (Quickest) Change …Sequential change-point detection based on nearest neighbors (2019)Sequential change-point detec…A Diagnostic Procedure for High-Dimensional Data Streams via Missed Discovery Rate Control (2019)A Diagnostic Procedure for Hi…Most Recent Changepoint Detection in Panel Data (2018)Most Recent Changepoint Detec…Asymptotic distribution-free change-point detection for multivariate and non-Euclidean data (2018)Asymptotic distribution-free …A spatial-adaptive sampling procedure for online monitoring of big data streams (2018)A spatial-adaptive sampling p…Optimal sequential detection in multi-stream data (2017)Optimal sequential detection …Second-Order Asymptotic Optimality in Multisensor Sequential Change Detection (2016)Second-Order Asymptotic Optim…Uniform change point tests in high dimension (2015)Uniform change point tests in…M -statistic for kernel change-point detection (2015)M -statistic for kernel chang…Large-Scale Multi-Stream Quickest Change Detection via Shrinkage Post-Change Estimation (2015)Large-Scale Multi-Stream Quic…An Adaptive Sampling Strategy for Online High-Dimensional Process Monitoring (2014)An Adaptive Sampling Strategy…Change-Point Detection for High-Dimensional Time Series With Missing Data (2012)Change-Point Detection for Hi…Generalized autoregressive conditional heteroskedasticity (1986)Limit theorems in change-point analysis (1997)Dealing with Structural Breaks (2005)Structural breaks in panel data: Large number of panels and short length time series (2018)A Likelihood Ratio Approach to Sequential Change Point Detection for a General Class of Parameters (2019)Univariate mean change point detection: Penalization, CUSUM and optimality (2020)Economic Control of Quality of Manufactured Product. (1932)CONTINUOUS INSPECTION SCHEMES (1954)Introduction to Statistical Quality Control (1992)Quickest Change Detection (2014)An Approach to the Probability Distribution of Cusum Run Length (1972)A control chart based on a change-point model for monitoring linear profiles (2006)Detection of Abrupt Changes: Theory and Applications. (1995)A Nonparametric Adaptive Sampling Strategy for Online Monitoring of Big Data Streams (2017)Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation (2019)Exponentially Weighted Moving Average Control Schemes: Properties and Enhancements (1990)Information bounds and quick detection of parameter changes in stochastic systems (1998)The State of Statistical Process Control as We Proceed into the 21st Century (2000)Inferring friendship network structure by using mobile phone data (2009)Multisensor Sequential Change Detection With Unknown Change Propagation Pattern (2018)Online change-point detection with kernels (2022)A note on online change point detection (2023)Optimal Stopping Times for Detecting Changes in Distributions (1986)Detecting changes in signals and systems—A survey (1988)Selective review of offline change point detection methods (2019)A Review of Some Sampling and Aggregation Strategies for Basic Statistical Process Monitoring (2019)Estimating the Current Mean of a Normal Distribution which is Subjected to Changes in Time (1964)Bayesian Online Changepoint Detection (2007)Conformal Prediction for Time Series (2023)The state of cumulative sum sequential changepoint testing 70 years after Page (2023)Window-Limited CUSUM for Sequential Change Detection (2023)
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References

  • 1971Procedures for Reacting to a Change in Distribution1,355 cited
  • 1955A Test for a Change in a Parameter Occurring at an Unknown Point722 cited
  • 1995Sequential Changepoint Detection in Quality Control and Dynamical Systems581 cited
  • 1995Using the Generalized Likelihood Ratio Statistic for Sequential Detection of a Change-Point298 cited
  • 2010Efficient scalable schemes for monitoring a large number of data streams240 cited

Cited by

  • 2021Sequential (Quickest) Change Detection: Classical Results and New Directions137 cited
  • 2015Uniform change point tests in high dimension132 cited
  • 2012Change-Point Detection for High-Dimensional Time Series With Missing Data125 cited
  • 2014An Adaptive Sampling Strategy for Online High-Dimensional Process Monitoring114 cited
  • 2019Sequential change-point detection based on nearest neighbors92 cited
  • 2015M -statistic for kernel change-point detection60 cited
  • 2016Second-Order Asymptotic Optimality in Multisensor Sequential Change Detection54 cited
  • 2018A spatial-adaptive sampling procedure for online monitoring of big data streams54 cited
  • 2018Asymptotic distribution-free change-point detection for multivariate and non-Euclidean data53 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

2022
Real-time Change-Point Detection: A deep neural network-based adaptive approach for detecting changes in multivariate time series data
51 cited
  • 2017Optimal sequential detection in multi-stream data47 cited
  • 2019A Diagnostic Procedure for High-Dimensional Data Streams via Missed Discovery Rate Control46 cited
  • 2022High-Dimensional, Multiscale Online Changepoint Detection42 cited
  • 2015Large-Scale Multi-Stream Quickest Change Detection via Shrinkage Post-Change Estimation41 cited
  • 2022Bandit Change-Point Detection for Real-Time Monitoring High-Dimensional Data Under Sampling Control41 cited
  • 2018Most Recent Changepoint Detection in Panel Data36 cited