8 citations · 12 across the 3 of their papers we have counts for
Showing 2016Show all
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stat.ML2016★ 3 cited
Confidence Decision Trees via Online and Active Learning for Streaming (BIG) Data
Rocco De Rosa
Decision tree classifiers are a widely used tool in data stream mining. The use of confidence intervals to estimate the gain associated with each split leads to very effective meth…
stat.ML2016★ 1 cited
Active Learning for Online Recognition of Human Activities from Streaming Videos
Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin +2
Recognising human activities from streaming videos poses unique challenges to learning algorithms: predictive models need to be scalable, incrementally trainable, and must remain b…