Bagging and boosting are two popular ensemble methods that achieve better accuracy than a single classifier. These techniques have limitations on massive datasets, as the size of t...
Nitesh V. Chawla, Lawrence O. Hall, Kevin W. Bowye...
This paper describes ongoing work on a project to simulate the behaviour of epidermal growth factor receptors. These are structures which can be found on the surface of cells in th...
Jacki P. Goldman, William J. Gullick, Dennis Bray,...
Abstract— Magnetic helical medical microrobots are promising for use in open fluid, lumen, and soft-tissue environments and will enable minimally invasive access to hard-to-reac...
Thomas W. R. Fountain, Prem V. Kailat, Jake J. Abb...
—The widespread use of tracking and localization systems may be hindered by centralized server platforms whose performance can hardly scale up to the needs of very large numbers ...
Marco Picone, Michele Amoretti, Francesco Zanichel...
Spoken dialogue management strategy optimization by means of Reinforcement Learning (RL) is now part of the state of the art. Yet, there is still a clear mismatch between the comp...