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Practical and Powerful Kernel-Based Change-Point Detection
16 references·0 citing·43 second hop
Practical and Powerful Kernel-Based Change-Point Detection (2024)Practical and Powerful Kernel-Based Chang…Sequential Change-Point Detection for High-Dimensional and Non-Euclidean Data (2022)Sequential Change-Point Detec…Fréchet change-point detection (2020)Fréchet change-point detectionSequential change-point detection based on nearest neighbors (2019)Sequential change-point detec…Kernel Change-point Detection with Auxiliary Deep Generative Models (2019)Kernel Change-point Detection…Asymptotic distribution-free change-point detection for multivariate and non-Euclidean data (2018)Asymptotic distribution-free …High Dimensional Change Point Estimation via Sparse Projection (2017)High Dimensional Change Point…M -statistic for kernel change-point detection (2015)M -statistic for kernel chang…Wild binary segmentation for multiple change-point detection (2014)Wild binary segmentation for …High-dimensional process monitoring and change point detection using embedding distributions in reproducing kernel Hilbert space (2014)High-dimensional process moni…Graph-based change-point detection (2014)Graph-based change-point dete…ecp: AnRPackage for Nonparametric Multiple Change Point Analysis of Multivariate Data (2014)ecp: AnRPackage for Nonparame…A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data (2013)A Nonparametric Approach for …Robust changepoint detection based on multivariate rank statistics (2011)Robust changepoint detection …Inferring friendship network structure by using mobile phone data (2009)Inferring friendship network …Kernel Change-point Analysis (2008)Kernel Change-point AnalysisRetrospective Mutiple Change-Point Estimation with Kernels (2007)Retrospective Mutiple Change-…Statistical Method from the Viewpoint of Quality Control. (1940)Limit theorems in change-point analysis (1997)Detecting Change in Data Streams (2004)A Binning Approach to Quickest Change Detection With Unknown Post-Change Distribution (2018)Change Detection with the Kernel Cumulative Sum Algorithm (2019)NEWMA: A New Method for Scalable Model-Free Online Change-Point Detection (2020)The Problem of the Nile: Conditional Solution to a Changepoint Problem (1978)An online kernel change detection algorithm (2005)Nonparametric maximum likelihood approach to multiple change-point problems (2014)Real-Time Change Point Detection with Application to Smart Home Time Series Data (2018)Optimal Detection of Changepoints With a Linear Computational Cost (2012)Multiscale Change Point Inference (2014)On optimal multiple changepoint algorithms for large data (2016)Least‐squares Estimation of an Unknown Number of Shifts in a Time Series (2000)Detecting long-lived autodependency changes in a multivariate system via change point detection and regime switching models (2018)ruptures: change point detection in Python (2018)Optimal Nonparametric Multivariate Change Point Detection and Localization (2021)Detection of abrupt changes (1993)Homogeneity and change-point detection tests for multivariate data using rank statistics (2011)Parametric Statistical Change Point Analysis (2011)changepoint : An R Package for Changepoint Analysis (2014)Trend analysis and change point techniques: a survey (2016)Early Warning Signals Based on Momentary Affect Dynamics can Expose Nearby Transitions in Depression: A Confirmatory Single-Subject Time-Series Study (2020)CONTINUOUS INSPECTION SCHEMES (1954)Estimating the number of change-points via Schwarz' criterion (1988)A computationally efficient nonparametric approach for changepoint detection (2016)Genre-based L2 writing instruction and writing-specific psychological factors: The dynamics of change (2018)Psychological status of the script concept. (1981)Reality mining: sensing complex social systems (2005)Computational Social Science (2009)Dynamics of Dyads in Social Networks: Assortative, Relational, and Proximity Mechanisms (2010)Friendship and mobility (2011)Human mobility: Models and applications (2018)Minimax Theorems (1997)Natural Scales in Geographical Patterns (2017)Detecting Changes in Slope With an L0 Penalty (2018)Univariate mean change point detection: Penalization, CUSUM and optimality (2020)Seeded binary segmentation: a general methodology for fast and optimal changepoint detection (2022)Using the Generalized Likelihood Ratio Statistic for Sequential Detection of a Change-Point (1995)Efficient scalable schemes for monitoring a large number of data streams (2010)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)
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References

  • 2009Inferring friendship network structure by using mobile phone data1,858 cited
  • 2014Wild binary segmentation for multiple change-point detection721 cited
  • 2013A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data545 cited
  • 2014ecp: AnRPackage for Nonparametric Multiple Change Point Analysis of Multivariate Data271 cited
  • 2017High Dimensional Change Point Estimation via Sparse Projection224 cited
  • 2014Graph-based change-point detection156 cited
  • 2008Kernel Change-point Analysis132 cited
  • 2019Sequential change-point detection based on nearest neighbors92 cited
  • 2007Retrospective Mutiple Change-Point Estimation with Kernels70 cited
  • 2015M -statistic for kernel change-point detection60 cited
  • 2020Fréchet change-point detection53 cited
  • 2018Asymptotic distribution-free change-point detection for multivariate and non-Euclidean data53 cited
  • 2019Kernel Change-point Detection with Auxiliary Deep Generative Models46 cited
  • 2014High-dimensional process monitoring and change point detection using embedding distributions in reproducing kernel Hilbert space26 cited
  • 2011Robust changepoint detection based on multivariate rank statistics

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  • 2022Sequential Change-Point Detection for High-Dimensional and Non-Euclidean Data20 cited
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