20 citations · 24 across the 3 of their papers we have counts for
3 papers
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…
cs.CV2016★ 20 cited
Online Open World Recognition
Rocco De Rosa, Thomas Mensink, Barbara Caputo
As we enter into the big data age and an avalanche of images have become readily available, recognition systems face the need to move from close, lab settings where the number of c…