2 papers
stat.ML2016
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…
cs.CV2016
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…