| A Synthetic Benchmark to Explore Limitations of Localized Drift Detections | Aug 26, 2024 | Drift Detection | CodeCode Available | 0 |
| Measuring Rule-based LTLf Process Specifications: A Probabilistic Data-driven Approach | May 9, 2023 | Drift Detection | CodeCode Available | 0 |
| Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications | May 5, 2020 | Drift Detectionfeature selection | CodeCode Available | 0 |
| Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments | Oct 17, 2018 | Continual LearningDeep Learning | CodeCode Available | 0 |
| Real-Time Energy Pricing in New Zealand: An Evolving Stream Analysis | Aug 29, 2024 | Anomaly DetectionDrift Detection | CodeCode Available | 0 |
| TRUST-LAPSE: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring | Jul 22, 2022 | Drift DetectionEEG | CodeCode Available | 0 |
| Bayesian Autoencoders for Drift Detection in Industrial Environments | Jul 28, 2021 | 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 |
| 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 |
| Reservoir of Diverse Adaptive Learners and Stacking Fast Hoeffding Drift Detection Methods for Evolving Data Streams | Sep 7, 2017 | Computer SecurityDrift 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 |
| Online detection and infographic explanation of spam reviews with data drift adaptation | Jun 21, 2024 | Drift DetectionSpam detection | 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 |
| Fast & Furious: Modelling Malware Detection as Evolving Data Streams | May 24, 2022 | Drift DetectionMalware Detection | CodeCode Available | 0 |
| Unsupervised Concept Drift Detection based on Parallel Activations of Neural Network | Apr 11, 2024 | Drift Detection | CodeCode Available | 0 |
| Online Drift Detection with Maximum Concept Discrepancy | Jul 7, 2024 | Contrastive LearningDrift Detection | 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 |
| 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 |
| Concept Drift Detection using Ensemble of Integrally Private Models | Jun 7, 2024 | Drift Detection | CodeCode Available | 0 |
| An Ensemble Classification Algorithm Based on Information Entropy for Data Streams | Aug 11, 2017 | ClassificationDrift Detection | CodeCode Available | 0 |
| A Framework for Explainable Concept Drift Detection in Process Mining | May 27, 2021 | Drift Detection | CodeCode Available | 0 |
