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Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation

2 March 2012

Papers citing "Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation"

50 / 82 papers shown

Title
Projection Pursuit Density Ratio Estimation Meilin Wang Wei Huang Mingming Gong Zheng Zhang 53 0 0 01 Jun 2025
Computational Efficiency under Covariate Shift in Kernel Ridge Regression Andrea Della Vecchia Arnaud Mavakala Watusadisi Ernesto De Vito Lorenzo Rosasco 49 0 0 20 May 2025
Normalizing self-supervised learning for provably reliable Change Point Detection Alexandra Bazarova Evgenia Romanenkova Alexey Zaytsev 58 2 0 17 Oct 2024
Real-time Fuel Leakage Detection via Online Change Point Detection Ruimin Chu Li Chik Yiliao Song Jeffrey Chan Xiaodong Li 67 0 0 13 Oct 2024
Optimal starting point for time series forecasting Yiming Zhong Yinuo Ren Guangyao Cao Feng Li Haobo Qi AI4TS 127 1 0 25 Sep 2024
A density ratio framework for evaluating the utility of synthetic data Thom Benjamin Volker Peter-Paul de Wolf E. V. Kesteren 56 0 0 23 Aug 2024
A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental Design Atlanta Chakraborty Xun Huan Tommie A. Catanach 75 3 0 18 Aug 2024
Adaptive Data Quality Scoring Operations Framework using Drift-Aware Mechanism for Industrial Applications Firas Bayram Bestoun S. Ahmed Erik Hallin 63 3 0 13 Aug 2024
Causal Discovery-Driven Change Point Detection in Time Series Shanyun Gao Raghavendra Addanki Tong Yu Ryan Rossi Murat Kocaoglu AI4TS 65 1 0 10 Jul 2024
Density Ratio Estimation via Sampling along Generalized Geodesics on Statistical Manifolds Masanari Kimura H. Bondell 87 5 0 27 Jun 2024
Multiscale Quantile Regression with Local Error Control Zhi Liu Housen Li 84 1 0 17 Mar 2024
Online non-parametric likelihood-ratio estimation by Pearson-divergence functional minimization Alejandro de la Concha Nicolas Vayatis Argyris Kalogeratos 59 1 0 03 Nov 2023
Unsupervised Change Point Detection for heterogeneous sensor signals Mario Krause AI4TS 55 2 0 19 May 2023
DA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks Firas Bayram Phil Aupke Bestoun S. Ahmed A. Kassler A. Theocharis Jonas Forsman AI4TS 50 37 0 15 May 2023
Double-Weighting for Covariate Shift Adaptation José I. Segovia-Martín Santiago Mazuelas Anqi Liu 74 7 0 15 May 2023
Detecting Change Intervals with Isolation Distributional Kernel Yang Cao Ye Zhu Kai Ming Ting Flora D. Salim Hong Xian Li Luxing Yang Gang Li 61 1 0 30 Dec 2022
Online Kernel CUSUM for Change-Point Detection S. Wei Yao Xie 99 12 0 28 Nov 2022
Latent Neural Stochastic Differential Equations for Change Point Detection Artem Sergeevich Ryzhikov M. Hushchyn D. Derkach 66 2 0 22 Aug 2022
A Contrastive Approach to Online Change Point Detection Artur Goldman Nikita Puchkin Valeriia Shcherbakova Uliana Vinogradova 82 7 0 21 Jun 2022
Random Forests for Change Point Detection Malte Londschien Peter Bühlmann Solt Kovács 104 28 0 10 May 2022
An Independently Learnable Hierarchical Model for Bilateral Control-Based Imitation Learning Applications Kazuki Hayashi S. Sakaino T. Tsuji 40 15 0 16 Mar 2022
Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection Luca Zancato Alessandro Achille G. Paolini A. Chiuso Stefano Soatto AI4TS 39 2 0 25 Feb 2022
Learning Sinkhorn divergences for supervised change point detection Nauman Ahad Eva L. Dyer Keith B. Hengen Yao Xie Mark A. Davenport 75 3 0 08 Feb 2022
Temporal Detection of Anomalies via Actor-Critic Based Controlled Sensing Geethu Joseph M. C. Gursoy P. Varshney 66 3 0 03 Jan 2022
Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams Tahiya Chowdhury Murtadha M. N. Aldeer Shantanu Laghate Jorge Ortiz AI4TS 53 2 0 06 Dec 2021
Identifying On-road Scenarios Predictive of ADHD usingDriving Simulator Time Series Data David Grethlein Aleksanteri Sladek Santiago Ontañón 26 0 0 12 Nov 2021
Robust and efficient change point detection using novel multivariate rank-energy GoF test Shoaib Bin Masud Shuchin Aeron 66 0 0 29 Oct 2021
Meta-Learning for Relative Density-Ratio Estimation Atsutoshi Kumagai Tomoharu Iwata Yasuhiro Fujiwara 144 10 0 02 Jul 2021
An Encoding Approach for Stable Change Point Detection Xiaodong Wang F. Hsieh AI4TS 50 2 0 11 May 2021
Continual Density Ratio Estimation in an Online Setting Yu Chen Song Liu Tom Diethe Peter A. Flach 34 1 0 09 Mar 2021
Online detection of failures generated by storage simulator K. Arzymatov M. Hushchyn A. Sapronov V. Belavin L. Gremyachikh M. Karpov Andrey Ustyuzhanin 23 1 0 18 Jan 2021
Understanding Action Sequences based on Video Captioning for Learning-from-Observation Iori Yanokura Naoki Wake Kazuhiro Sasabuchi Katsushi Ikeuchi Masayuki Inaba 71 4 0 09 Dec 2020
Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding Shohreh Deldari Daniel V. Smith Hao Xue Flora D. Salim AI4TS 125 112 0 28 Nov 2020
Building an Automated and Self-Aware Anomaly Detection System Sayan Chakraborty Smit Shah Kiumars Soltani A. Swigart Luyao Yang Kyle Buckingham AI4TS 33 7 0 10 Nov 2020
Online Neural Networks for Change-Point Detection M. Hushchyn K. Arzymatov D. Derkach 45 13 0 03 Oct 2020
Semi-supervised sequence classification through change point detection Nauman Ahad Mark A. Davenport SSL AI4TS 69 7 0 24 Sep 2020
Sequential changepoint detection in classification data under label shift Ciaran Evans M. G'Sell 31 0 0 18 Sep 2020
Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation Tim De Ryck M. D. Vos Alexander Bertrand 94 57 0 21 Aug 2020
ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data Shohreh Deldari Daniel V. Smith Amin Sadri Flora D. Salim AI4TS 76 22 0 24 Jul 2020
Shape-CD: Change-Point Detection in Time-Series Data with Shapes and Neurons Varsha Suresh Wei Tsang Ooi AI4TS 31 0 0 22 Jul 2020
Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation Masahiro Kato Takeshi Teshima 96 36 0 12 Jun 2020
On Matched Filtering for Statistical Change Point Detection Kevin C. Cheng Eric L. Miller M. C. Hughes Shuchin Aeron 84 10 0 09 Jun 2020
Process Knowledge Driven Change Point Detection for Automated Calibration of Discrete Event Simulation Models Using Machine Learning S. Yildirim A. Murat Murat Yildirim S. Arslanturk 34 0 0 11 May 2020
Correlation-aware Unsupervised Change-point Detection via Graph Neural Networks Ruohong Zhang Yu Hao Donghan Yu Wei-Cheng Chang Guokun Lai Yiming Yang 45 1 0 24 Apr 2020
Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation M. Hushchyn Andrey Ustyuzhanin AI4TS 23 32 0 17 Jan 2020
A posteriori Trading-inspired Model-free Time Series Segmentation M. Plessen AI4TS 30 2 0 16 Dec 2019
Optimal Transport Based Change Point Detection and Time Series Segment Clustering Kevin C. Cheng Shuchin Aeron M. C. Hughes Erika Hussey Eric L. Miller AI4TS 105 16 0 04 Nov 2019
Entropic Dynamic Time Warping Kernels for Co-evolving Financial Time Series Analysis Lu Bai Lixin Cui Lixiang Xu Yue Wang Zhihong Zhang Edwin R. Hancock AI4TS 32 35 0 21 Oct 2019
Distributed Change Detection in Streaming Graph Signals A. Ferrari C. Richard Louis Verduci 52 8 0 15 Oct 2019
A Review of Changepoint Detection Models Yixiao Li Gloria Lin Thomas Lau Ruochen Zeng AI4TS 34 4 0 20 Aug 2019