{"total":15,"rows":[{"id":"2204.03719","title":"A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework","created":"2022-04-07","cited_by_count":39,"area":null},{"id":"2212.14720","title":"Learning from Data Streams: An Overview and Update","created":"2022-12-30","cited_by_count":5,"area":null},{"id":"2312.00923","title":"Label Delay in Online Continual Learning","created":"2023-12-01","cited_by_count":5,"area":null},{"id":"2407.08460","title":"Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer","created":"2024-07-11","cited_by_count":4,"area":null},{"id":"2508.05316","title":"Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning","created":"2025-08-07","cited_by_count":3,"area":null},{"id":"2310.16105","title":"Locally Differentially Private Gradient Tracking for Distributed Online Learning over Directed Graphs","created":"2023-10-24","cited_by_count":2,"area":null},{"id":"2211.01315","title":"Addressing Data Distribution Shifts in Online Machine Learning Powered Smart City Applications Using Augmented Test-Time Adaptation","created":"2022-11-02","cited_by_count":1,"area":null},{"id":"2508.17455","title":"A Systematic Literature Review on Multi-label Data Stream Classification","created":"2025-08-24","cited_by_count":1,"area":null},{"id":"2404.05809","title":"Self-Labeling in Multivariate Causality and Quantification for Adaptive Machine Learning","created":"2024-04-08","cited_by_count":0,"area":null},{"id":"2404.05976","title":"A Cyber Manufacturing IoT System for Adaptive Machine Learning Model Deployment by Interactive Causality Enabled Self-Labeling","created":"2024-04-09","cited_by_count":0,"area":null},{"id":"2409.10111","title":"Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments: An Empirical Study on Tabular Data Streaming for Fraud Detection","created":"2024-09-16","cited_by_count":0,"area":null},{"id":"2505.14345","title":"Enhancing Classification with Semi-Supervised Deep Learning Using Distance-Based Sample Weights","created":"2025-05-20","cited_by_count":0,"area":null},{"id":"2605.29834","title":"Open World Autoencoding Drift Detection with Novel Class Recognition in Tabular Non-stationary Data Streams","created":"2026-05-28","cited_by_count":0,"area":null},{"id":"2605.31186","title":"How well does Classification Accuracy capture Concept Drift Detection Quality? An overview of Concept Drift Detection evaluation","created":"2026-05-29","cited_by_count":0,"area":null},{"id":"2606.22950","title":"DT-GOL: Dual-Track Geometric Online Learning in Nonstationary Environment with Label Delay","created":"2026-06-22","cited_by_count":0,"area":null}],"next_cursor":null}