Rocco De Rosa

Robust classification of multivariate time series by imprecise hidden Markov models

Alessandro Antonucci, Rocco De Rosa, Alessandro Giusti et al. · International Journal of Approximate Reasoning · 2014 · 51 citations

Computing, Mathematics, Machine Learning +14

Online Open World Recognition

Rocco De Rosa, Thomas Mensink, Barbara Caputo · arXiv (Cornell University) · 2016 · 21 citations · Full text

Computing, Computer Science, Computer Vision +14

Splitting with confidence in decision trees with application to stream mining

Rocco De Rosa, Nicolò Cesa‐Bianchi · 2015 · 18 citations

Computing, Computer Science, Data Mining +12

Online Action Recognition via Nonparametric Incremental Learning

Rocco De Rosa, Nicolò Cesa‐Bianchi, Ilaria Gori et al. · 2014 · 18 citations

Computing, Computer Science, Computer Vision +13

Confidence Decision Trees via Online and Active Learning for Streaming Data

Rocco De Rosa, Nicolò Cesa‐Bianchi · Journal of Artificial Intelligence Research · 2017 · 16 citations · Full text

Computing, Computer Science, Data Mining +14