OEBench: Investigating Open Environment Challenges in Real-World
Relational Data StreamsProceedings of the VLDB Endowment (PVLDB), 2023 |
Tracking changes using Kullback-Leibler divergence for the continual
learningIEEE International Conference on Systems, Man and Cybernetics (SMC), 2022 |
A survey on learning from imbalanced data streams: taxonomy, challenges,
empirical study, and reproducible experimental frameworkMachine-mediated learning (ML), 2022 |
Active Weighted Aging Ensemble for Drifted Data Stream ClassificationInformation Sciences (Inf. Sci.), 2021 |
Hellinger Distance Weighted Ensemble for Imbalanced Data Stream
ClassificationJournal of Computer Science (JCS), 2021 |