| Concept Drift Detection via Equal Intensity k-means Space Partitioning | Apr 24, 2020 | Change DetectionDrift Detection | CodeCode Available | 1 |
| Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning | Jan 23, 2019 | Active LearningAnomaly Detection | CodeCode Available | 1 |
| Active Anomaly Detection via Ensembles | Sep 17, 2018 | Active LearningAnomaly Detection | CodeCode Available | 1 |
| FedDAA: Dynamic Client Clustering for Concept Drift Adaptation in Federated Learning | Jun 26, 2025 | Drift DetectionFederated Learning | —Unverified | 0 |
| Domain Knowledge-Enhanced LLMs for Fraud and Concept Drift Detection | Jun 26, 2025 | Drift Detection | —Unverified | 0 |
| Enhancing Forecasting Accuracy in Dynamic Environments via PELT-Driven Drift Detection and Model Adaptation | Jun 17, 2025 | Drift DetectionFeature Engineering | —Unverified | 0 |
| Flexible and Efficient Drift Detection without Labels | Jun 10, 2025 | Drift Detection | —Unverified | 0 |
| Lite-RVFL: A Lightweight Random Vector Functional-Link Neural Network for Learning Under Concept Drift | Jun 9, 2025 | Drift Detection | CodeCode Available | 0 |
| RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget | May 30, 2025 | Domain GeneralizationDrift Detection | —Unverified | 0 |
| Contextual Memory Intelligence -- A Foundational Paradigm for Human-AI Collaboration and Reflective Generative AI Systems | May 28, 2025 | Drift DetectionRAG | —Unverified | 0 |
