Low-Rank Transfer Learning for Multi-stream Data Classification

J Sun, H Su, Y Xie, J Li - 2021 11th International Conference on …, 2021 - ieeexplore.ieee.org
Leveraging the labeled data from source stream to handle unlabeled data from target stream
is a promising method for multi-stream classification. However, there are still two main …

A domain adaptation approach for multistream classification

Y Xie, J Li, M Jing, K Lu, Z Huang - … BDMS, BDQM, and GDMA, Chiang Mai …, 2019 - Springer
In this paper, we formulate cross-domain multistream classification as a domain adaptation
problem. Then we propose a novel algorithm that utilizes low-rank representation and graph …

A case study for an incremental classifier model in big data

SSBT Lincy, SK Nagarajan - International Journal of Cloud …, 2019 - inderscienceonline.com
Big data is a term that implies enormous voluminous of data which cannot be handled by the
existing traditional systems. With the evolving standards and technologies this volume has …