163 citations · 184 across the 6 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018★ 163 cited
Proximity Forest: An effective and scalable distance-based classifier for time series
Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier +5
Research into the classification of time series has made enormous progress in the last decade. The UCR time series archive has played a significant role in challenging and guiding…
cs.LG2018★ 1 cited
On the Inter-relationships among Drift rate, Forgetting rate, Bias/variance profile and Error
Nayyar A. Zaidi, Geoffrey I. Webb, Francois Petitjean +1
We propose two general and falsifiable hypotheses about expectations on generalization error when learning in the context of concept drift. One posits that as drift rate increases,…