One or two things we know about concept drift—a survey on monitoring in evolving environments. Part A: detecting concept drift

F Hinder, V Vaquet, B Hammer - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
The world surrounding us is subject to constant change. These changes, frequently
described as concept drift, influence many industrial and technical processes. As they can …

Tiny machine learning for concept drift

S Disabato, M Roveri - IEEE Transactions on Neural Networks …, 2022 - ieeexplore.ieee.org
Tiny machine learning (TML) is a new research area whose goal is to design machine and
deep learning (DL) techniques able to operate in embedded systems and the Internet-of …

One or Two Things We know about Concept Drift--A Survey on Monitoring Evolving Environments

F Hinder, V Vaquet, B Hammer - arXiv preprint arXiv:2310.15826, 2023 - arxiv.org
The world surrounding us is subject to constant change. These changes, frequently
described as concept drift, influence many industrial and technical processes. As they can …