PDF - TD-01Portable

Abstract. When learning from streaming data, a change in the data distribution, also known as concept drift, can render a previously-learned model ...







DriftSurf: Stable-State / Reactive-State Learning under Concept Drift
By interpolation, we get a 2x100x100 Text-Derived (TD) drift matrix containing offsets for both vertical and horizontal directions. AOI-based line assignment ...
Temporal Transfer Learning for Drift Adaptation
This paper proposes a method for drift prediction, drift projection, and active-learning for adjusting the projected decision boundary so as to regain accuracy ...
Progress and Developments on the IDEA Drift Chamber
I Average drift velocity of ? 2 cm/µs, corresponding to drift time tD < 400 ns. I Number of cluster (per m.i.p.) ? 12.5 cm?1 (with ? 1.6 ...



Autres Cours:

Reliable and Interpretable Drift Detection in Streams of Short Texts