Online Learning under Haphazard Input Conditions: A Comprehensive Review and Analysis

R Agarwal, A Das, A Horsch, K Agarwal… - arXiv preprint arXiv …, 2024 - arxiv.org
The domain of online learning has experienced multifaceted expansion owing to its
prevalence in real-life applications. Nonetheless, this progression operates under the …

Online learning from capricious data streams via shared and new feature spaces

P Zhou, S Zhang, L Mu, Y Yan - Applied Intelligence, 2024 - Springer
Data streams refer to data sequences generated at a high rate over a continuous period,
such as social media analysis, financial transaction monitoring, and sensor data processing …