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An online Bayesian approach to change-point detection for categorical data
16 references·0 citing·41 second hop
An online Bayesian approach to change-point detection for categorical data (2020)An online Bayesian approach to change-poi…Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 2016 (2017)Detecting and predicting the …Continuous monitoring for changepoints in data streams using adaptive estimation (2016)Continuous monitoring for cha…A survey of methods for time series change point detection (2016)A survey of methods for time …Overview of PCA-Based Statistical Process-Monitoring Methods for Time-Dependent, High-Dimensional Data (2015)Overview of PCA-Based Statist…Inference for Multiple Change Points in Time Series via Likelihood Ratio Scan Statistics (2015)Inference for Multiple Change…Graph-based change-point detection (2014)Graph-based change-point dete…Change-point detection in time-series data by relative density-ratio estimation (2013)Change-point detection in tim…A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data (2013)A Nonparametric Approach for …Optimal Detection of Changepoints With a Linear Computational Cost (2012)Optimal Detection of Changepo…Understanding transportation modes based on GPS data for web applications (2010)Understanding transportation …Review of multinomial and multiattribute quality control charts (2009)Review of multinomial and mul…Change-Point Detection in Time-Series Data Based on Subspace Identification (2007)Change-Point Detection in Tim…Bayesian Online Changepoint Detection (2007)Bayesian Online Changepoint D…Bayesian single change point detection in a sequence of multivariate normal observations (2005)Bayesian single change point …An online kernel change detection algorithm (2005)An online kernel change detec…Change-Point problems: approaches and applications (1980)Change-Point problems: approa…CONTINUOUS INSPECTION SCHEMES (1954)A Test for a Change in a Parameter Occurring at an Unknown Point (1955)Procedures for Reacting to a Change in Distribution (1971)Gaussian Process Change Point Models (2010)Detection of suicide-related posts in Twitter data streams (2018)Nonparametric Methods in Change-Point Problems (1993)Real-Time Change Point Detection with Application to Smart Home Time Series Data (2018)Social Media Insights Into US Mental Health During the COVID-19 Pandemic: Longitudinal Analysis of Twitter Data (2020)Using GPS to learn significant locations and predict movement across multiple users (2003)Learning and inferring transportation routines (2007)Understanding mobility based on GPS data (2008)Transportation mode inference from anonymized and aggregated mobile phone call detail records (2010)What We Know and Don't Know about Online Word-of-Mouth: A Review and Synthesis of the Literature (2014)Analysis of human mobility patterns from GPS trajectories and contextual information (2015)The Problem of the Nile: Conditional Solution to a Changepoint Problem (1978)Inferring friendship network structure by using mobile phone data (2009)Nonparametric maximum likelihood approach to multiple change-point problems (2014)Sequential change-point detection based on nearest neighbors (2019)Detection of Abrupt Changes: Theory and Applications. (1995)An Algorithm Based on Singular Spectrum Analysis for Change-Point Detection (2003)Kernel Change-point Detection with Auxiliary Deep Generative Models (2019)Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation (2021)Real-time Change-Point Detection: A deep neural network-based adaptive approach for detecting changes in multivariate time series data (2022)Detection of abrupt changes. Theory and application (1994)Change-Point Detection in Time-Series Data by Direct Density-Ratio Estimation (2009)Sequential change‐point detection based on direct density‐ratio estimation (2011)Estimating the number of change-points via Schwarz' criterion (1988)ecp: AnRPackage for Nonparametric Multiple Change Point Analysis of Multivariate Data (2014)A computationally efficient nonparametric approach for changepoint detection (2016)Genre-based L2 writing instruction and writing-specific psychological factors: The dynamics of change (2018)Multivariate SPC Charts for Monitoring Batch Processes (1995)Kollár Ádám Ferenc levelezése (2000)Some Current Directions in the Theory and Application of Statistical Process Monitoring (2014)A statistical approach to social network monitoring (2016)Spatially weighted PCA for monitoring video image data with application to additive manufacturing (2018)Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice (2024)changepoint : An R Package for Changepoint Analysis (2014)Wild binary segmentation for multiple change-point detection (2014)Selective review of offline change point detection methods (2019)Sequential (Quickest) Change Detection: Classical Results and New Directions (2021)Time lag effects of COVID-19 policies on transportation systems: A comparative study of New York City and Seattle (2021)
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References

  • 2012Optimal Detection of Changepoints With a Linear Computational Cost2,578 cited
  • 2016A survey of methods for time series change point detection1,245 cited
  • 2007Bayesian Online Changepoint Detection601 cited
  • 2013A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data545 cited
  • 2010Understanding transportation modes based on GPS data for web applications485 cited
  • 2013Change-point detection in time-series data by relative density-ratio estimation448 cited
  • 2005An online kernel change detection algorithm272 cited
  • 2014Graph-based change-point detection156 cited
  • 2015Overview of PCA-Based Statistical Process-Monitoring Methods for Time-Dependent, High-Dimensional Data145 cited
  • 2007Change-Point Detection in Time-Series Data Based on Subspace Identification115 cited
  • 2017Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 201696 cited
  • 2009Review of multinomial and multiattribute quality control charts90 cited
  • 2015Inference for Multiple Change Points in Time Series via Likelihood Ratio Scan Statistics89 cited
  • 1980Change-Point problems: approaches and applications62 cited
  • 2016

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Continuous monitoring for changepoints in data streams using adaptive estimation
36 cited
  • 2005Bayesian single change point detection in a sequence of multivariate normal observations33 cited
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