| Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting | Sep 26, 2023 | Computational EfficiencyDrift Detection | —Unverified | 0 |
| Efficient Concept Drift Handling for Batch Android Malware Detection Models | Sep 18, 2023 | Active LearningAndroid Malware Detection | CodeCode Available | 0 |
| Detecting covariate drift in text data using document embeddings and dimensionality reduction | Sep 17, 2023 | ClassificationDimensionality Reduction | CodeCode Available | 0 |
| AIDPS:Adaptive Intrusion Detection and Prevention System for Underwater Acoustic Sensor Networks | Sep 14, 2023 | Drift DetectionIntrusion Detection | —Unverified | 0 |
| Uncovering Drift in Textual Data: An Unsupervised Method for Detecting and Mitigating Drift in Machine Learning Models | Sep 7, 2023 | Drift Detection | —Unverified | 0 |
| Drifter: Efficient Online Feature Monitoring for Improved Data Integrity in Large-Scale Recommendation Systems | Sep 4, 2023 | Anomaly DetectionDrift Detection | —Unverified | 0 |
| Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes | Aug 4, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 0 |
| An efficient and straightforward online quantization method for a data stream through remove-birth updating | Jun 21, 2023 | Drift DetectionQuantization | CodeCode Available | 0 |
| iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios | Jun 13, 2023 | Drift DetectionExplainable artificial intelligence | CodeCode Available | 0 |
| Reliable and Interpretable Drift Detection in Streams of Short Texts | May 28, 2023 | Change Point DetectionDrift Detection | —Unverified | 0 |
