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Change-Point Detection in Time-Series Data by Direct Density-Ratio Estimation
3 references·8 citing·37 second hop
Change-Point Detection in Time-Series Data by Direct Density-Ratio Estimation (2009)Change-Point Detection in Time-Series Dat…An online kernel change detection algorithm (2005)An online kernel change detec…Detecting Change in Data Streams (2004)Detecting Change in Data Stre…Nonparametric Methods in Change-Point Problems (1993)Nonparametric Methods in Chan…Identification of technology innovation path based on multi-feature vector fusion: The case of flywheel energy storage technology (2025)Identification of technology …Change point detection for compositional multivariate data (2021)Change point detection for co…Change-point detection method for clinical decision support system rule monitoring (2018)Change-point detection method…Optimal change point detection in Gaussian processes (2017)Optimal change point detectio…Change-Point Detection Method for Clinical Decision Support System Rule Monitoring (2017)Change-Point Detection Method…M -statistic for kernel change-point detection (2015)M -statistic for kernel chang…Change-point detection with feature selection in high-dimensional time-series data (2013)Change-point detection with f…Discovering bits of place histories from people's activity traces (2010)Discovering bits of place his…Statistical Method from the Viewpoint of Quality Control. (1940)Limit theorems in change-point analysis (1997)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)Interpolation of Spatial Data: Some Theory for Kriging (2000)Inconsistent Estimation and Asymptotically Equal Interpolations in Model-Based Geostatistics (2004)Covariance Tapering for Interpolation of Large Spatial Datasets (2006)Greedy Kernel Change-Point Detection (2019)Bump detection in the presence of dependency: Does it ease or does it load? (2020)Spectral CUSUM for Online Network Structure Change Detection (2023)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)Representations of space and time (2002)Citizens as Voluntary Sensors: Spatial Data Infrastructure in the World of Web 2.0 (2007)Population Mobility Dynamics Estimated from Mobile Telephony Data (2014)A contextualized and personalized model to predict user interest using location-based social networks (2016)Inferring the home locations of Twitter users based on the spatiotemporal clustering of Twitter data (2017)Detection of abrupt changes. Theory and application (1994)Journal De La Société Française De Statistique (2005)Graph-based change-point detection (2014)Change-point detection in time-series data by relative density-ratio estimation (2013)Sensor-Based Change Detection for Timely Solicitation of User Engagement (2016)Unsupervised online change point detection in high-dimensional time series (2019)Online change-point detection with kernels (2022)CONTINUOUS INSPECTION SCHEMES (1954)A Non-Parametric Approach to the Change-Point Problem (1979)Optimal Detection of Changepoints With a Linear Computational Cost (2012)Time Series Analysis Forecasting and Control. (1971)Time Series Analysis: Forecasting and Control. (1978)A survey of methods for time series change point detection (2016)Selective review of offline change point detection methods (2019)A self-supervised contrastive change point detection method for industrial time series (2024)Statistical change detection for multi-dimensional data (2007)Sequential change‐point detection based on direct density‐ratio estimation (2011)What's Your Current Stress Level? Detection of Stress Patterns from GSR Sensor Data (2011)Structural breaks in time series (2012)Multiscale Change Point Inference (2014)
this work references cited by second hop

References

  • 2004Detecting Change in Data Streams809 cited
  • 1993Nonparametric Methods in Change-Point Problems625 cited
  • 2005An online kernel change detection algorithm272 cited

Cited by

  • 2015M -statistic for kernel change-point detection60 cited
  • 2013Change-point detection with feature selection in high-dimensional time-series data51 cited
  • 2010Discovering bits of place histories from people's activity traces35 cited
  • 2018Change-point detection method for clinical decision support system rule monitoring30 cited
  • 2021Change point detection for compositional multivariate data24 cited
  • 2017Optimal change point detection in Gaussian processes23 cited
  • 2017Change-Point Detection Method for Clinical Decision Support System Rule Monitoring17 cited
  • 2025Identification of technology innovation path based on multi-feature vector fusion: The case of flywheel energy storage technology12 cited

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