Affiliation:
1. Graduate School of Science and Technology, Keio University
Publisher
Institute of Electronics, Information and Communications Engineers (IEICE)
Reference21 articles.
1. [1] Z. Zhou, X. Chen, E. Li, L. Zeng, K. Luo, and J. Zhang, “Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing,” Proc. IEEE, vol.107, no.8, pp.1738-1762, 2019. 10.1109/jproc.2019.2918951
2. [2] H. Matsutani, M. Tsukada, and M. Kondo, “On-Device Learning: A Neural Network Based Field-Trainable Edge AI,” arXiv Preprint 2203.01077, 2022.
3. [3] L. Yang and A. Shami, “A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams,” IEEE Internet of Things Magazine, vol.4, no.2, pp.96-101, 2021. 10.1109/iotm.0001.2100012
4. [4] T. Yamada and H. Matsutani, “A Lightweight Concept Drift Detection Method for On-Device Learning on Resource-Limited Edge Devices,” Proc. International Parallel and Distributed Processing Symposium Workshops, pp.761-768, 2023.
5. [5] J. Lu, A. Liu, F. Dong, F. Gu, J. Gama, and G. Zhang, “Learning under Concept Drift: A Review,” IEEE Trans. Knowl. Data Eng., vol.31, no.12, pp.2346-2363, 2019. 10.1109/tkde.2018.2876857