Browsing by Author "Ienco, Dino"
Now showing items 1-2 of 2
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Change detection in categorical evolving data streams
(ACM, 2014)Detecting change in evolving data streams is a central issue for accurate adaptive learning. In real world applications, data streams have categorical features, and changes induced in the data distribution of these categorical ... -
Clustering based active learning for evolving data streams
(Springer, 2013)Data labeling is an expensive and time-consuming task. Choosing which labels to use is increasingly becoming important. In the active learning setting, a classifier is trained by asking for labels for only a small fraction ...
