| Detecting Concept Drift With Neural Network Model Uncertainty | Jul 5, 2021 | Drift Detectionmodel | CodeCode Available | 0 | 5 |
| Human-in-the-loop Handling of Knowledge Drift | Mar 27, 2021 | Drift Detection | CodeCode Available | 0 | 5 |
| Lite-RVFL: A Lightweight Random Vector Functional-Link Neural Network for Learning Under Concept Drift | Jun 9, 2025 | Drift Detection | CodeCode Available | 0 | 5 |
| Detecting covariate drift in text data using document embeddings and dimensionality reduction | Sep 17, 2023 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| A Neighbor-Searching Discrepancy-based Drift Detection Scheme for Learning Evolving Data | May 23, 2024 | ClassificationDrift Detection | CodeCode Available | 0 | 5 |
| Comprehensive Process Drift Detection with Visual Analytics | Jul 15, 2019 | Change Point DetectionClustering | CodeCode Available | 0 | 5 |
| Investigating the Suitability of Concept Drift Detection for Detecting Leakages in Water Distribution Networks | Jan 3, 2024 | Drift Detection | CodeCode Available | 0 | 5 |
| iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios | Jun 13, 2023 | Drift DetectionExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Towards Computational Performance Engineering for Unsupervised Concept Drift Detection -- Complexities, Benchmarking, Performance Analysis | Apr 17, 2023 | BenchmarkingDrift Detection | CodeCode Available | 0 | 5 |
| An Ensemble Classification Algorithm Based on Information Entropy for Data Streams | Aug 11, 2017 | ClassificationDrift Detection | CodeCode Available | 0 | 5 |
| Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes | Aug 4, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 0 | 5 |
| Concept Drift Detection: Dealing with MissingValues via Fuzzy Distance Estimations | Aug 9, 2020 | Drift DetectionImputation | CodeCode Available | 0 | 5 |
| McDiarmid Drift Detection Methods for Evolving Data Streams | Oct 5, 2017 | Drift DetectionGeneral Classification | CodeCode Available | 0 | 5 |
| Measuring Rule-based LTLf Process Specifications: A Probabilistic Data-driven Approach | May 9, 2023 | Drift Detection | CodeCode Available | 0 | 5 |
| Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications | May 5, 2020 | Drift Detectionfeature selection | CodeCode Available | 0 | 5 |
| Enhancing Forecasting Accuracy in Dynamic Environments via PELT-Driven Drift Detection and Model Adaptation | Jun 17, 2025 | Drift DetectionFeature Engineering | —Unverified | 0 | 0 |
| Enhash: A Fast Streaming Algorithm For Concept Drift Detection | Nov 7, 2020 | Drift Detection | —Unverified | 0 | 0 |
| Ensuring Learning Guarantees on Concept Drift Detection with Statistical Learning Theory | Jun 24, 2020 | Drift DetectionLearning Theory | —Unverified | 0 | 0 |
| Evolving Ensemble Fuzzy Classifier | May 18, 2017 | Drift DetectionEnsemble Learning | —Unverified | 0 | 0 |
| Explainable Adaptive Tree-based Model Selection for Time Series Forecasting | Jan 2, 2024 | Decision MakingDrift Detection | —Unverified | 0 | 0 |
| Fault Detection and Monitoring using a Data-Driven Information-Based Strategy: Method, Theory, and Application | May 6, 2024 | Drift DetectionFault Detection | —Unverified | 0 | 0 |
| Feature Relevance Analysis to Explain Concept Drift -- A Case Study in Human Activity Recognition | Jan 20, 2023 | Activity RecognitionDrift Detection | —Unverified | 0 | 0 |
| FedDAA: Dynamic Client Clustering for Concept Drift Adaptation in Federated Learning | Jun 26, 2025 | Drift DetectionFederated Learning | —Unverified | 0 | 0 |
| From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors | Mar 21, 2022 | Drift Detection | —Unverified | 0 | 0 |
| Combating Concept Drift with Explanatory Detection and Adaptation for Android Malware Classification | May 7, 2024 | Drift DetectionMalware Classification | —Unverified | 0 | 0 |
| Gradual Drift Detection in Process Models Using Conformance Metrics | Jul 22, 2022 | Drift Detection | —Unverified | 0 | 0 |
| Handling Adversarial Concept Drift in Streaming Data | Mar 24, 2018 | Active LearningDrift Detection | —Unverified | 0 | 0 |
| Hellinger distance based drift detection for nonstationary environments | Apr 1, 2011 | Drift Detection | —Unverified | 0 | 0 |
| How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection | Apr 30, 2024 | Drift Detection | —Unverified | 0 | 0 |
| Hybrid Ensemble-Based Travel Mode Prediction | Apr 22, 2024 | Drift DetectionPrediction | —Unverified | 0 | 0 |
| Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams | Dec 13, 2024 | Drift Detection | —Unverified | 0 | 0 |
| Implicit Concept Drift Detection for Multi-label Data Streams | Jan 31, 2022 | Drift DetectionMulti-Label Classification | —Unverified | 0 | 0 |
| Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification | Apr 3, 2024 | Decision MakingDrift Detection | —Unverified | 0 | 0 |
| Interpretable Model Drift Detection | Mar 9, 2025 | Drift Detectionmodel | —Unverified | 0 | 0 |
| LE3D: A Lightweight Ensemble Framework of Data Drift Detectors for Resource-Constrained Devices | Nov 3, 2022 | Drift Detection | —Unverified | 0 | 0 |
| Learning under Concept Drift: A Review | Apr 13, 2020 | Drift Detection | —Unverified | 0 | 0 |
| Learning with local drift detection | Aug 1, 2006 | Drift Detection | —Unverified | 0 | 0 |
| Machine Learning Model Drift Detection Via Weak Data Slices | Aug 11, 2021 | BIG-bench Machine LearningDrift Detection | —Unverified | 0 | 0 |
| Mahalanobis Distance Metric Learning Algorithm for Instance-based Data Stream Classification | Apr 17, 2016 | ClassificationDrift Detection | —Unverified | 0 | 0 |
| METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection | Dec 28, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |
| ODIN: Automated Drift Detection and Recovery in Video Analytics | Sep 9, 2020 | Drift DetectionModel Selection | —Unverified | 0 | 0 |
| One or Two Things We know about Concept Drift -- A Survey on Monitoring Evolving Environments | Oct 24, 2023 | Anomaly DetectionDrift Detection | —Unverified | 0 | 0 |
| On Extending the Automatic Test Markup Language (ATML) for Machine Learning | Apr 4, 2024 | Adversarial RobustnessDrift Detection | —Unverified | 0 | 0 |
| Online Detection of Water Contamination Under Concept Drift | Jan 3, 2025 | Drift Detection | —Unverified | 0 | 0 |
| Online Semi-Supervised Concept Drift Detection with Density Estimation | Sep 25, 2019 | Density EstimationDrift Detection | —Unverified | 0 | 0 |
| On the Change of Decision Boundaries and Loss in Learning with Concept Drift | Dec 2, 2022 | Drift Detection | —Unverified | 0 | 0 |
| On The Reliability Of Machine Learning Applications In Manufacturing Environments | Dec 13, 2021 | BIG-bench Machine LearningDrift Detection | —Unverified | 0 | 0 |
| Open-Source Drift Detection Tools in Action: Insights from Two Use Cases | Apr 29, 2024 | Computational EfficiencyDrift Detection | —Unverified | 0 | 0 |
| OPTWIN: Drift identification with optimal sub-windows | May 19, 2023 | Drift Detection | —Unverified | 0 | 0 |
| Precise Change Point Detection using Spectral Drift Detection | May 13, 2022 | Change Point DetectionDrift Detection | —Unverified | 0 | 0 |