| Change Point Detection with Copula Entropy based Two-Sample Test | Feb 3, 2024 | Change Point DetectionTime Series | CodeCode Available | 2 | 5 |
| Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour models | Oct 27, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| ClaSP -- Parameter-free Time Series Segmentation | Jul 28, 2022 | Change Point DetectionSegmentation | CodeCode Available | 1 | 5 |
| A Contrastive Approach to Online Change Point Detection | Jun 21, 2022 | Change Point Detection | CodeCode Available | 1 | 5 |
| SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data | Jun 22, 2022 | Change Point Detection | CodeCode Available | 1 | 5 |
| An Evaluation of Change Point Detection Algorithms | Mar 13, 2020 | Change Point DetectionTime Series | CodeCode Available | 1 | 5 |
| Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs | Feb 2, 2023 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| InDiD: Instant Disorder Detection via Representation Learning | Jun 4, 2021 | Change DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding | Nov 28, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data | Jul 24, 2020 | Activity RecognitionChange Point Detection | CodeCode Available | 1 | 5 |
| Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning | Dec 15, 2020 | Autonomous NavigationChange Point Detection | CodeCode Available | 1 | 5 |
| Time Series Segmentation Applied to a New Data Set for Mobile Sensing of Human Activities | Mar 28, 2023 | Activity RecognitionChange Point Detection | CodeCode Available | 1 | 5 |
| ClaSP - Time Series Segmentation | Oct 26, 2021 | Change Point DetectionSegmentation | CodeCode Available | 1 | 5 |
| Online Forecasting and Anomaly Detection Based on the ARIMA Model | Apr 2, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| Nonparametric and Online Change Detection in Multivariate Datastreams using QuantTree | Aug 30, 2022 | Change DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection | May 20, 2021 | Change Point DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| Online Change Point Detection in Molecular Dynamics With Optical Random Features | Jun 15, 2020 | Change Point DetectionTime Series | CodeCode Available | 1 | 5 |
| Online Neural Networks for Change-Point Detection | Oct 3, 2020 | Change Point Detectionspeech-recognition | CodeCode Available | 1 | 5 |
| Testing Stationarity and Change Point Detection in Reinforcement Learning | Mar 3, 2022 | Change Point Detectionreinforcement-learning | CodeCode Available | 1 | 5 |
| The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology | Apr 17, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| Unsupervised Offline Changepoint Detection Ensembles | May 9, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| Correlation-aware Unsupervised Change-point Detection via Graph Neural Networks | Apr 24, 2020 | Change Point DetectionDecoder | CodeCode Available | 1 | 5 |
| Fast and Attributed Change Detection on Dynamic Graphs with Density of States | May 15, 2023 | Change DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation | Jan 17, 2020 | Binary ClassificationChange Point Detection | CodeCode Available | 1 | 5 |
| Deep learning model solves change point detection for multiple change types | Apr 15, 2022 | BenchmarkingChange Point Detection | CodeCode Available | 1 | 5 |
| ASTRIDE: Adaptive Symbolization for Time Series Databases | Feb 8, 2023 | Change Point DetectionQuantization | CodeCode Available | 1 | 5 |
| Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection | May 28, 2021 | Change Point DetectionPosition | CodeCode Available | 1 | 5 |
| Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks | Nov 2, 2021 | Bayesian InferenceChange Point Detection | CodeCode Available | 1 | 5 |
| Automatic Change-Point Detection in Time Series via Deep Learning | Nov 7, 2022 | Change Point DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Human Activity Segmentation Challenge @ ECML/PKDD’23 | Sep 18, 2023 | Activity RecognitionChange Point Detection | CodeCode Available | 1 | 5 |
| Random Forests for Change Point Detection | May 10, 2022 | Change Point Detection | CodeCode Available | 1 | 5 |
| Laplacian Change Point Detection for Dynamic Graphs | Jul 2, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation | Aug 21, 2020 | Change Point DetectionTime Series | CodeCode Available | 1 | 5 |
| Memory-free Online Change-point Detection: A Novel Neural Network Approach | Jul 8, 2022 | Change Point DetectionTime Series | CodeCode Available | 1 | 5 |
| Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark | Feb 4, 2023 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| Acquiring Better Load Estimates by Combining Anomaly and Change Point Detection in Power Grid Time-series Measurements | May 25, 2024 | Anomaly DetectionChange Point Detection | CodeCode Available | 0 | 5 |
| Graph similarity learning for change-point detection in dynamic networks | Mar 29, 2022 | Change Point DetectionFraud Detection | CodeCode Available | 0 | 5 |
| A fast topological approach for predicting anomalies in time-varying graphs | May 11, 2023 | Change Point DetectionTopological Data Analysis | CodeCode Available | 0 | 5 |
| Harnessing the power of Topological Data Analysis to detect change points in time series | Oct 28, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 | 5 |
| Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems | Aug 26, 2020 | Anomaly DetectionC++ code | CodeCode Available | 0 | 5 |
| A Change Point Detection Integrated Remaining Useful Life Estimation Model under Variable Operating Conditions | Jan 9, 2024 | Change Point Detection | CodeCode Available | 0 | 5 |
| From Weak to Strong Sound Event Labels using Adaptive Change-Point Detection and Active Learning | Mar 13, 2024 | Active LearningChange Point Detection | CodeCode Available | 0 | 5 |
| A probability theoretic approach to drifting data in continuous time domains | Dec 4, 2019 | Change Point DetectionDrift Detection | CodeCode Available | 0 | 5 |
| EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data | Jul 6, 2021 | Change Point DetectionData Augmentation | CodeCode Available | 0 | 5 |
| Kernel Change-point Detection with Auxiliary Deep Generative Models | Jan 18, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 | 5 |
| Discovering collective narratives shifts in online discussions | Jul 17, 2023 | Change Point DetectionDecision Making | CodeCode Available | 0 | 5 |
| Differentiable Segmentation of Sequences | Jun 23, 2020 | Change Point DetectionSegmentation | CodeCode Available | 0 | 5 |
| Doubly Inhomogeneous Reinforcement Learning | Nov 8, 2022 | Change Point DetectionClustering | CodeCode Available | 0 | 5 |
| Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams | Dec 6, 2021 | Activity RecognitionChange Point Detection | CodeCode Available | 0 | 5 |
| Detecting Change Intervals with Isolation Distributional Kernel | Dec 30, 2022 | Change Point Detection | CodeCode Available | 0 | 5 |
