| Early Drift Detection Method | Jan 1, 2006 | Drift Detection | —Unverified | 0 |
| Edge-Cloud Collaborative Motion Planning for Autonomous Driving with Large Language Models | Aug 19, 2024 | Autonomous DrivingDrift Detection | —Unverified | 0 |
| EdgeFD: An Edge-Friendly Drift-Aware Fault Diagnosis System for Industrial IoT | Oct 7, 2023 | Continual LearningDrift Detection | —Unverified | 0 |
| Distributional Drift Detection in Medical Imaging with Sketching and Fine-Tuned Transformer | Aug 15, 2024 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| A Synthetic Benchmark to Explore Limitations of Localized Drift Detections | Aug 26, 2024 | Drift Detection | CodeCode Available | 0 |
| The Utility of Hyperplane Angle Metric in Detecting Financial Concept Drift | Jan 12, 2025 | ARCDrift Detection | CodeCode Available | 0 |
| Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning | Feb 12, 2024 | Decision MakingDrift Detection | CodeCode Available | 0 |
| Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments | Oct 17, 2018 | Continual LearningDeep Learning | CodeCode Available | 0 |
| Reactive Soft Prototype Computing for Concept Drift Streams | Jul 10, 2020 | Drift Detection | CodeCode Available | 0 |
| Efficient Concept Drift Handling for Batch Android Malware Detection Models | Sep 18, 2023 | Active LearningAndroid Malware Detection | CodeCode Available | 0 |
| Bayesian Autoencoders for Drift Detection in Industrial Environments | Jul 28, 2021 | Drift Detection | CodeCode Available | 0 |
| Towards non-parametric drift detection via Dynamic Adapting Window Independence Drift Detection (DAWIDD) | Jan 1, 2020 | Drift Detection | CodeCode Available | 0 |
| McDiarmid Drift Detection Methods for Evolving Data Streams | Oct 5, 2017 | Drift DetectionGeneral Classification | CodeCode Available | 0 |
| Measuring Rule-based LTLf Process Specifications: A Probabilistic Data-driven Approach | May 9, 2023 | Drift Detection | CodeCode Available | 0 |
| A probability theoretic approach to drifting data in continuous time domains | Dec 4, 2019 | Change Point DetectionDrift Detection | CodeCode Available | 0 |
| A Conditioned Unsupervised Regression Framework Attuned to the Dynamic Nature of Data Streams | Dec 12, 2023 | Drift DetectionNavigate | CodeCode Available | 0 |
| Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications | May 5, 2020 | Drift Detectionfeature selection | CodeCode Available | 0 |
| Comprehensive Process Drift Detection with Visual Analytics | Jul 15, 2019 | Change Point DetectionClustering | CodeCode Available | 0 |
| Towards Computational Performance Engineering for Unsupervised Concept Drift Detection -- Complexities, Benchmarking, Performance Analysis | Apr 17, 2023 | BenchmarkingDrift Detection | CodeCode Available | 0 |
| Real-Time Energy Pricing in New Zealand: An Evolving Stream Analysis | Aug 29, 2024 | Anomaly DetectionDrift Detection | CodeCode Available | 0 |
| Evaluation of concept drift adaptation for acoustic scene classifier based on Kernel Density Drift Detection and Combine Merge Gaussian Mixture Model | May 27, 2021 | Drift Detection | CodeCode Available | 0 |
| TRUST-LAPSE: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring | Jul 22, 2022 | Drift DetectionEEG | CodeCode Available | 0 |
| Concept Drift Detection: Dealing with MissingValues via Fuzzy Distance Estimations | Aug 9, 2020 | Drift DetectionImputation | CodeCode Available | 0 |
| Concept Drift Detection for Streaming Data | Apr 4, 2015 | Drift Detection | CodeCode Available | 0 |
| Lite-RVFL: A Lightweight Random Vector Functional-Link Neural Network for Learning Under Concept Drift | Jun 9, 2025 | Drift Detection | CodeCode Available | 0 |
